<SerializedModel>
<Sampler>
<Environment NumLayers="8">
<Map Id="Worldclim - bio 2 - present - Mean Diurnal Range (Mean of monthly (max temp - min temp))" IsCategorical="0"/>
<Map Id="Worldclim - bio 5 - present - Max Temperature of Warmest Month" IsCategorical="0"/>
<Map Id="Worldclim - bio 6 - present - Min Temperature of Coldest Month" IsCategorical="0"/>
<Map Id="Worldclim - bio 16 - present - Precipitation of Wettest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 17 - present - Precipitation of Driest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 18 - present - Precipitation of Warmest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 19 - present - Precipitation of Coldest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - dem - Altitude" IsCategorical="0"/>
<Mask Id="Máscara do Brasil (30s)"/>
</Environment>
<Presence Label="Eugenia uniflora" Count="127">
<CoordinateSystem>GEOGCS['1924 ellipsoid',DATUM['Not_specified',SPHEROID['International 1924',6378388,297,AUTHORITY['EPSG','7022']],AUTHORITY['EPSG','6022']],PRIMEM['Greenwich',0,AUTHORITY['EPSG','8901']],UNIT['degree',0.0174532925199433,AUTHORITY['EPSG','9108']],AUTHORITY['EPSG','4022']]</CoordinateSystem>
<Point Id="https://specieslink.net/guid/21/7271" X="-51.283556" Y="-27.102222"/>
<Point Id="https://specieslink.net/guid/45/50479" X="-49.216667" Y="-25.283333"/>
<Point Id="https://specieslink.net/guid/262/45859" X="-54.163864" Y="-31.866531"/>
<Point Id="https://specieslink.net/guid/292/11233" X="-51.237222" Y="-30.019139"/>
<Point Id="https://specieslink.net/guid/84/1629" X="-38.466661" Y="-12.949775"/>
<Point Id="https://specieslink.net/guid/176/16366" X="-52.883333" Y="-22.583333"/>
<Point Id="https://specieslink.net/guid/256/95746" X="-39.207778" Y="-13.905278"/>
<Point Id="https://specieslink.net/guid/186/21556" X="-48.87" Y="-27.63"/>
<Point Id="https://specieslink.net/guid/186/43383" X="-49.058333" Y="-26.919167"/>
<Point Id="https://specieslink.net/guid/227/1088" X="-48.486167" Y="-27.154917"/>
<Point Id="https://specieslink.net/guid/227/928" X="-49.213056" Y="-25.437111"/>
<Point Id="https://specieslink.net/guid/358/3661" X="-51.833333" Y="-29.352778"/>
<Point Id="https://specieslink.net/guid/358/4008" X="-51.706944" Y="-29.454167"/>
<Point Id="https://specieslink.net/guid/358/518" X="-51.906114" Y="-29.481811"/>
<Point Id="https://specieslink.net/guid/149/2100" X="-35.216667" Y="-5.8"/>
<Point Id="https://specieslink.net/guid/60/259015" X="-39.0833333" Y="-12.65"/>
<Point Id="https://specieslink.net/guid/60/263250" X="-39.0833333" Y="-12.5333333"/>
<Point Id="https://specieslink.net/guid/60/369192" X="-39.8166667" Y="-12.8691667"/>
<Point Id="https://specieslink.net/guid/232/13741" X="-52.152389" Y="-23.347667"/>
<Point Id="https://specieslink.net/guid/232/11254" X="-52.435472" Y="-24.532639"/>
<Point Id="https://specieslink.net/guid/292/382" X="-51.328056" Y="-30.101167"/>
<Point Id="https://specieslink.net/guid/381/1803" X="-37.349694" Y="-8.008333"/>
<Point Id="https://specieslink.net/guid/381/1811" X="-40.533611" Y="-9.275833"/>
<Point Id="https://specieslink.net/guid/387/G00223886" X="-53.08972222" Y="-10.77305556"/>
<Point Id="https://specieslink.net/guid/262/820" X="-51.180491" Y="-30.169747"/>
<Point Id="https://specieslink.net/guid/265/5724" X="-39.454167" Y="-17.949167"/>
<Point Id="https://specieslink.net/guid/264/95603" X="-39.035278" Y="-14.467222"/>
<Point Id="https://specieslink.net/guid/268/51558" X="-48.430192" Y="-27.527808"/>
<Point Id="https://specieslink.net/guid/292/14088" X="-53.136389" Y="-30.8725"/>
<Point Id="https://specieslink.net/guid/292/16863" X="-51.015556" Y="-30.276667"/>
<Point Id="https://specieslink.net/guid/292/9852" X="-51.803611" Y="-27.634167"/>
<Point Id="https://specieslink.net/guid/419/5252" X="-48.870278" Y="-27.539444"/>
<Point Id="https://specieslink.net/guid/391/1219" X="-49.300028" Y="-24.099083"/>
<Point Id="https://specieslink.net/guid/390/6759" X="-39.4" Y="-7.316667"/>
<Point Id="https://specieslink.net/guid/111/35729" X="-39.7925" Y="-19.579167"/>
<Point Id="https://specieslink.net/guid/399/66418" X="-51.015833" Y="-27.997222"/>
<Point Id="https://specieslink.net/guid/84/10852" X="-40.307222" Y="-20.128611"/>
<Point Id="https://specieslink.net/guid/84/14124" X="-40.425421" Y="-20.601956"/>
<Point Id="https://specieslink.net/guid/84/14269" X="-40.968889" Y="-21.280278"/>
<Point Id="https://specieslink.net/guid/84/18121" X="-40.266389" Y="-20.266667"/>
<Point Id="https://specieslink.net/guid/84/24360" X="-39.751944" Y="-18.893889"/>
<Point Id="https://specieslink.net/guid/84/25299" X="-39.856028" Y="-18.671028"/>
<Point Id="https://specieslink.net/guid/84/8103" X="-39.882778" Y="-19.671944"/>
<Point Id="https://specieslink.net/guid/247/25433" X="-54.573333" Y="-20.150028"/>
<Point Id="https://specieslink.net/guid/366/3139" X="-44.300556" Y="-2.506389"/>
<Point Id="https://specieslink.net/guid/366/3240" X="-44.216944" Y="-2.485278"/>
<Point Id="https://specieslink.net/guid/107/32349" X="-36.898222" Y="-7.470556"/>
<Point Id="https://specieslink.net/guid/107/38491" X="-36.890944" Y="-7.475333"/>
<Point Id="https://specieslink.net/guid/107/41137" X="-36.920556" Y="-7.478361"/>
<Point Id="https://specieslink.net/guid/107/47143" X="-39.628333" Y="-13.715278"/>
<Point Id="https://specieslink.net/guid/107/56487" X="-34.961944" Y="-7.423611"/>
<Point Id="https://specieslink.net/guid/60/193334" X="-41.0433333" Y="-13.8011111"/>
<Point Id="https://specieslink.net/guid/60/419525" X="-42.0719445" Y="-22.9491666"/>
<Point Id="https://specieslink.net/guid/60/440137" X="-40.4486111" Y="-20.1505556"/>
<Point Id="https://specieslink.net/guid/60/447490" X="-43.6497222" Y="-22.9916666"/>
<Point Id="https://specieslink.net/guid/60/462738" X="-43.3533333" Y="-22.8833333"/>
<Point Id="https://specieslink.net/guid/60/531644" X="-49.2180556" Y="-28.805"/>
<Point Id="https://specieslink.net/guid/60/535837" X="-39.7830556" Y="-18.6933333"/>
<Point Id="https://specieslink.net/guid/60/535852" X="-39.8327778" Y="-18.4166667"/>
<Point Id="https://specieslink.net/guid/60/536794" X="-51.4447222" Y="-27.52"/>
<Point Id="https://specieslink.net/guid/60/568513" X="-42.8433333" Y="-22.9622222"/>
<Point Id="https://specieslink.net/guid/60/596079" X="-49.2536111" Y="-22.9402777"/>
<Point Id="https://specieslink.net/guid/60/601419" X="-43.1" Y="-22.8833333"/>
<Point Id="https://specieslink.net/guid/64/43243" X="-47.072921" Y="-23.715509"/>
<Point Id="https://specieslink.net/guid/64/9085" X="-46.668492" Y="-22.694886"/>
<Point Id="https://specieslink.net/guid/67/1017357" X="-39.3426418" Y="-16.8805289"/>
<Point Id="https://specieslink.net/guid/67/1459641" X="-51.7328" Y="-3.535"/>
<Point Id="https://specieslink.net/guid/67/778069" X="-53.5103" Y="-30.8069"/>
<Point Id="https://specieslink.net/guid/176/18999" X="-53.161667" Y="-22.711389"/>
<Point Id="https://specieslink.net/guid/176/1929" X="-54.308436" Y="-22.481097"/>
<Point Id="https://specieslink.net/guid/176/19857" X="-53.169167" Y="-22.713056"/>
<Point Id="https://specieslink.net/guid/176/21658" X="-52.88325" Y="-22.627"/>
<Point Id="https://specieslink.net/guid/176/22207" X="-51.867211" Y="-23.350133"/>
<Point Id="https://specieslink.net/guid/176/23082" X="-51.865172" Y="-23.349528"/>
<Point Id="https://specieslink.net/guid/227/6255" X="-51.081417" Y="-26.243583"/>
<Point Id="https://specieslink.net/guid/176/24028" X="-52.869889" Y="-22.6315"/>
<Point Id="https://specieslink.net/guid/256/025930" X="-38.483333" Y="-12.5"/>
<Point Id="https://specieslink.net/guid/256/057190" X="-38.445833" Y="-12.774167"/>
<Point Id="https://specieslink.net/guid/256/105211" X="-38.5" Y="-12.966667"/>
<Point Id="https://specieslink.net/guid/256/114745" X="-44.931944" Y="-12.172778"/>
<Point Id="https://specieslink.net/guid/256/57009" X="-39.613056" Y="-14.179722"/>
<Point Id="https://specieslink.net/guid/256/95907" X="-39.347778" Y="-13.376944"/>
<Point Id="https://specieslink.net/guid/186/11078" X="-51.93" Y="-27.0"/>
<Point Id="https://specieslink.net/guid/186/2422" X="-49.108028" Y="-27.001692"/>
<Point Id="https://specieslink.net/guid/186/37500" X="-50.151667" Y="-29.778889"/>
<Point Id="https://specieslink.net/guid/186/37791" X="-49.411764" Y="-26.784856"/>
<Point Id="https://specieslink.net/guid/186/38036" X="-50.479167" Y="-30.258611"/>
<Point Id="https://specieslink.net/guid/186/40135" X="-49.094528" Y="-27.061033"/>
<Point Id="https://specieslink.net/guid/186/40713" X="-49.338286" Y="-27.068486"/>
<Point Id="https://specieslink.net/guid/186/44204" X="-48.511667" Y="-27.729722"/>
<Point Id="https://specieslink.net/guid/343/2071" X="-51.784444" Y="-17.796389"/>
<Point Id="https://specieslink.net/guid/227/3089" X="-49.059444" Y="-25.296667"/>
<Point Id="https://specieslink.net/guid/227/5930" X="-51.081694" Y="-26.222361"/>
<Point Id="https://specieslink.net/guid/227/5931" X="-51.112528" Y="-26.200861"/>
<Point Id="https://specieslink.net/guid/13/37988" X="-46.883056" Y="-23.648056"/>
<Point Id="https://specieslink.net/guid/13/38612" X="-48.731389" Y="-23.524167"/>
<Point Id="https://specieslink.net/guid/13/42518" X="-49.071111" Y="-24.0525"/>
<Point Id="https://specieslink.net/guid/13/45298" X="-46.75" Y="-23.7"/>
<Point Id="https://specieslink.net/guid/13/47970" X="-45.266111" Y="-22.526111"/>
<Point Id="https://specieslink.net/guid/88/313907" X="-41.66666" Y="-22.25"/>
<Point Id="https://specieslink.net/guid/88/3413253" X="-52.1833333" Y="-26.9666667"/>
<Point Id="https://specieslink.net/guid/88/3417008" X="-50.79722" Y="-3.37222"/>
<Point Id="https://specieslink.net/guid/156/26740" X="-41.804333" Y="-2.843361"/>
<Point Id="https://specieslink.net/guid/1/346587" X="-46.7" Y="-23.583333"/>
<Point Id="https://specieslink.net/guid/232/14935" X="-51.976667" Y="-23.878889"/>
<Point Id="https://specieslink.net/guid/232/5852" X="-52.318028" Y="-24.105611"/>
<Point Id="https://specieslink.net/guid/232/8155" X="-52.346417" Y="-24.032611"/>
<Point Id="https://specieslink.net/guid/232/8182" X="-52.307889" Y="-24.211806"/>
<Point Id="https://specieslink.net/guid/48/35916" X="-50.975556" Y="-23.540833"/>
<Point Id="https://specieslink.net/guid/48/42545" X="-51.701667" Y="-22.688333"/>
<Point Id="https://specieslink.net/guid/1/101143" X="-53.766667" Y="-27.166667"/>
<Point Id="https://specieslink.net/guid/1/349597" X="-45.481389" Y="-22.691111"/>
<Point Id="https://specieslink.net/guid/200/21162" X="-38.7174944444444" Y="-7.75459166666667"/>
<Point Id="https://specieslink.net/guid/200/5278" X="-40.5652777777778" Y="-9.32213888888889"/>
<Point Id="https://specieslink.net/guid/200/8307" X="-37.3496944444444" Y="-8.00833333333333"/>
<Point Id="https://specieslink.net/guid/145/4321" X="-46.2025" Y="-23.539722"/>
<Point Id="https://specieslink.net/guid/145/4374" X="-46.077778" Y="-23.606667"/>
<Point Id="https://specieslink.net/guid/204/114615" X="-39.183889" Y="-12.161667"/>
<Point Id="https://specieslink.net/guid/204/118119" X="-39.180833" Y="-12.165278"/>
<Point Id="https://specieslink.net/guid/204/118231" X="-44.32" Y="-13.586111"/>
<Point Id="https://specieslink.net/guid/204/121057" X="-43.231111" Y="-11.701667"/>
<Point Id="https://specieslink.net/guid/204/122300" X="-42.890833" Y="-10.119722"/>
<Point Id="https://specieslink.net/guid/204/133497" X="-39.083889" Y="-12.254444"/>
<Point Id="https://specieslink.net/guid/204/133528" X="-39.082778" Y="-12.256111"/>
<Point Id="https://specieslink.net/guid/204/182971" X="-39.236111" Y="-17.745556"/>
<Point Id="https://specieslink.net/guid/204/194863" X="-49.273611" Y="-25.385278"/>
<Point Id="https://specieslink.net/guid/148/86255" X="-35.95" Y="-8.283333"/>
</Presence>
</Sampler>
<Algorithm Id="CONSENSUS" Version="0.2"><Parameters><Parameter Id="Agreement" Value="3"/><Parameter Id="Alg1" Value="MAXENT(NumberOfBackgroundPoints=10000,UseAbsencesAsBackground=1,IncludePresencePointsInBackground=1,NumberOfIterations=500,TerminateTolerance=0.00001,OutputFormat=2,QuadraticFeatures=1,ProductFeatures=1,HingeFeatures=1,ThresholdFeatures=1,AutoFeatures=1,MinSamplesForProductThreshold=80,MinSamplesForQuadratic=10,MinSamplesForHinge=15)"/><Parameter Id="Alg2" Value="GARP_BS(TrainingProportion=50,TotalRuns=100,HardOmissionThreshold=100,ModelsUnderOmissionThreshold=20,CommissionThreshold=50,CommissionSampleSize=10000,MaxThreads=1,MaxGenerations=400,ConvergenceLimit=0.01,PopulationSize=50,Resamples=2500)"/><Parameter Id="Alg3" Value="ENFA(NumberOfBackgroundPoints=10000,NumberOfRetries=5,DiscardMethod=2,RetainComponents=2,RetainVariation=0.75,DisplayLoadings=0,VerboseDebug=0)"/><Parameter Id="Alg4" Value="ENVDIST(DistanceType=2,NearestPoints=0,MaxDistance=1)"/><Parameter Id="Alg5" Value="SVM(SvmType=2,KernelType=2,Degree=3,Gamma=0,C=1,Coef0=0,Nu=0.05,ProbabilisticOutput=0,NumberOfPseudoAbsences=500)"/><Parameter Id="Weights" Value="1.0 1.0 1.0 1.0 1.0"/></Parameters><Model><Consensus Thresholds="1.0 0.00787401574803 0.1 0.0440248122182 4.2788570905e-07"><Algorithms>
<Algorithm Id="SVM" Version="0.5">
<Parameters>
<Parameter Id="C" Value="1"/>
<Parameter Id="Coef0" Value="0"/>
<Parameter Id="Degree" Value="3"/>
<Parameter Id="Gamma" Value="0"/>
<Parameter Id="KernelType" Value="2"/>
<Parameter Id="Nu" Value="0.05"/>
<Parameter Id="NumberOfPseudoAbsences" Value="0"/>
<Parameter Id="ProbabilisticOutput" Value="0"/>
<Parameter Id="SvmType" Value="2"/></Parameters>
<Normalization Class="MeanVarianceNormalizer" Mean="110.677199565517923929292 319.6619926928014479017293 163.7166979362101244532823 756.3980448306507469169446 138.1221487113656678502593 369.3195418188999497033365 359.6131134590698366082506 328.2325466574503707306576" StdDev="17.21714716685790946826273 21.64059670467735330134929 41.98029621421176926787666 228.854393549043550137867 144.1406368721562216705934 184.8781385861142325666151 352.782161712031040678994 263.5497209204677915295179"/>
<Model>
<Svm NumLayers="8" Type="2" KernelType="2" Probabilistic="0" Degree="3" Gamma="0.125" Coef0="0" C="1" Rho="0.8324139618351519276373551" Labels="1949892328 57">
<Vectors Total="21">
<Vector Coef="0.5131639014317607161430601">
<Node Index="1" Value="1.819279357429016918956677"/>
<Node Index="2" Value="1.309483638271103478345481"/>
<Node Index="3" Value="0.0543898511849208801671729"/>
<Node Index="4" Value="-1.823858560710577947361344"/>
<Node Index="5" Value="-0.9582457224319843591686663"/>
<Node Index="6" Value="-1.299880795299990010605029"/>
<Node Index="7" Value="-1.019363087163728920359063"/>
<Node Index="8" Value="0.367169629338182590405637"/></Vector>
<Vector Coef="0.4777669175722611960566155">
<Node Index="1" Value="-1.607536910574538069340633"/>
<Node Index="2" Value="-3.450089371919405678568182"/>
<Node Index="3" Value="-1.636879777731229168580285"/>
<Node Index="4" Value="0.3740454960983947141350825"/>
<Node Index="5" Value="0.8177974917176524805029203"/>
<Node Index="6" Value="2.448534270428336157010563"/>
<Node Index="7" Value="-0.2937028135329788347540614"/>
<Node Index="8" Value="1.626893976002122599311406"/></Vector>
<Vector Coef="0.6241059830411463948962592">
<Node Index="1" Value="0.0187487759356236259600248"/>
<Node Index="2" Value="-4.512906646039616553878204"/>
<Node Index="3" Value="-2.899376824668637109283509"/>
<Node Index="4" Value="0.5663074811870523195267424"/>
<Node Index="5" Value="-0.1742891474362462389535722"/>
<Node Index="6" Value="2.410671491986636105764319"/>
<Node Index="7" Value="-0.6990521070064056319282031"/>
<Node Index="8" Value="4.503011610855335078440476"/></Vector>
<Vector Coef="0.3052722797202198079524749">
<Node Index="1" Value="0.8899732508517816942372747"/>
<Node Index="2" Value="-0.3540564429605307927850788"/>
<Node Index="3" Value="-1.684521175728867170562353"/>
<Node Index="4" Value="-1.264550967725392105478477"/>
<Node Index="5" Value="1.823759468482095469354931"/>
<Node Index="6" Value="0.4309890763205935226842769"/>
<Node Index="7" Value="0.2250308976952527240111834"/>
<Node Index="8" Value="-0.1298902785322274266999187"/></Vector>
<Vector Coef="0.245153456726100532625523">
<Node Index="1" Value="-0.7943940673194571644444295"/>
<Node Index="2" Value="0.7087608311596799159914895"/>
<Node Index="3" Value="1.269245500124690728682708"/>
<Node Index="4" Value="0.1075004713163920516683092"/>
<Node Index="5" Value="-0.9235573784056243518136853"/>
<Node Index="6" Value="-1.948956997157708981305291"/>
<Node Index="7" Value="1.194467669498832984587011"/>
<Node Index="8" Value="-1.230251906642295445237778"/></Vector>
<Vector Coef="0.3632404646318121987924599">
<Node Index="1" Value="-0.7943940673194571644444295"/>
<Node Index="2" Value="0.292875810851771389842213"/>
<Node Index="3" Value="1.031038510136500496727763"/>
<Node Index="4" Value="1.45770395750719239380544"/>
<Node Index="5" Value="-0.1396008034098861483318643"/>
<Node Index="6" Value="-1.088931029696231345127444"/>
<Node Index="7" Value="1.917293332685713114216242"/>
<Node Index="8" Value="-0.8773773155587218930406834"/></Vector>
<Vector Coef="0.1177424864952429373055054">
<Node Index="1" Value="0.831891619190704423303373"/>
<Node Index="2" Value="-1.832758737388650027710923"/>
<Node Index="3" Value="-2.25621795170052363843638"/>
<Node Index="4" Value="-0.6659170596084352800048123"/>
<Node Index="5" Value="2.510588680204025369135934"/>
<Node Index="6" Value="0.9286141644115112336876905"/>
<Node Index="7" Value="0.4149497974345506268178951"/>
<Node Index="8" Value="1.588950471584533952196239"/></Vector>
<Vector Coef="0.07274664741662500988539364">
<Node Index="1" Value="0.6576467242074728325462729"/>
<Node Index="2" Value="-3.727346052124677733274893"/>
<Node Index="3" Value="-2.780273329674542104328339"/>
<Node Index="4" Value="0.2604361412732787983692617"/>
<Node Index="5" Value="-0.326917861152230648791317"/>
<Node Index="6" Value="2.042861644267262022367504"/>
<Node Index="7" Value="-0.7614135367715483271311427"/>
<Node Index="8" Value="3.95283079680030136060509"/></Vector>
<Vector Coef="0.03019793584995640600698863">
<Node Index="1" Value="-2.711087912135004884817135"/>
<Node Index="2" Value="-2.110015417593922304462239"/>
<Node Index="3" Value="-0.8984381087678396937690195"/>
<Node Index="4" Value="-0.8756574069778799707108874"/>
<Node Index="5" Value="0.6721064468069400943406322"/>
<Node Index="6" Value="1.009748689643726216047526"/>
<Node Index="7" Value="-0.3503950224103811739162495"/>
<Node Index="8" Value="-1.222663205758777849041508"/></Vector>
<Vector Coef="0.2956674634239832566429129">
<Node Index="1" Value="-2.362598122168541703302935"/>
<Node Index="2" Value="-2.479690991200952154827064"/>
<Node Index="3" Value="-1.351031389745400934643271"/>
<Node Index="4" Value="-1.439334590533262625555722"/>
<Node Index="5" Value="1.65725541715556690114397"/>
<Node Index="6" Value="0.1821765322751346116714188"/>
<Node Index="7" Value="0.1484964157107595550399992"/>
<Node Index="8" Value="-1.207485803991742434604362"/></Vector>
<Vector Coef="0.4332512522182425662720107">
<Node Index="1" Value="0.6576467242074728325462729"/>
<Node Index="2" Value="-2.710738224705345977838533"/>
<Node Index="3" Value="-2.684990533679266100364202"/>
<Node Index="4" Value="-0.7445696898719770251418026"/>
<Node Index="5" Value="2.233081927993144422117666"/>
<Node Index="6" Value="0.7663451139470816020349275"/>
<Node Index="7" Value="0.3043999901236160154915922"/>
<Node Index="8" Value="2.658957296160531225126533"/></Vector>
<Vector Coef="0.1574817009079584051445266">
<Node Index="1" Value="1.819279357429016918956677"/>
<Node Index="2" Value="0.292875810851771389842213"/>
<Node Index="3" Value="-0.8507967107702016917869514"/>
<Node Index="4" Value="-0.8450702729865026130440242"/>
<Node Index="5" Value="-0.9443703848214404228400554"/>
<Node Index="6" Value="-0.374947207652740699401761"/>
<Node Index="7" Value="-0.9825131513934174387614462"/>
<Node Index="8" Value="1.513063462749356880010509"/></Vector>
<Vector Coef="0.1530036904871394931593187">
<Node Index="1" Value="0.541483460885318401700772"/>
<Node Index="2" Value="-2.572109884602709950485178"/>
<Node Index="3" Value="-1.970369563714695404499366"/>
<Node Index="4" Value="-0.2289580025887588410338225"/>
<Node Index="5" Value="-0.20897749146260632957528"/>
<Node Index="6" Value="1.485737904339386572516446"/>
<Node Index="7" Value="-0.7132251592257562444743257"/>
<Node Index="8" Value="1.585156121142775154098103"/></Vector>
<Vector Coef="0.3809644256646499971274977">
<Node Index="1" Value="-2.827251175457159426684939"/>
<Node Index="2" Value="-1.555502057183377750959608"/>
<Node Index="3" Value="0.2925968411731110219164975"/>
<Node Index="4" Value="-2.077294813781990434620184"/>
<Node Index="5" Value="-0.1118501281887980813856132"/>
<Node Index="6" Value="-0.8076646755578865688462997"/>
<Node Index="7" Value="-0.6735406130115746403674848"/>
<Node Index="8" Value="-1.222663205758777849041508"/></Vector>
<Vector Coef="0.3660139710937107548893721">
<Node Index="1" Value="-1.259047120608074887826433"/>
<Node Index="2" Value="-1.647920950585135102528511"/>
<Node Index="3" Value="-0.1361757408056312457222958"/>
<Node Index="4" Value="-1.784532245578807074792849"/>
<Node Index="5" Value="-0.8888690343792642334364018"/>
<Node Index="6" Value="-1.234973175114218113535003"/>
<Node Index="7" Value="-0.8351134083121712903263756"/>
<Node Index="8" Value="1.452353855681215222261926"/></Vector>
<Vector Coef="0.3123461148548156707249746">
<Node Index="1" Value="-2.072189963863155792722637"/>
<Node Index="2" Value="-0.2154281028578945988982696"/>
<Node Index="3" Value="1.483631791114061737602015"/>
<Node Index="4" Value="1.033853672198106199431322"/>
<Node Index="5" Value="-0.7778663334949118546290947"/>
<Node Index="6" Value="-1.765052073298021939606883"/>
<Node Index="7" Value="1.239821436600754944734604"/>
<Node Index="8" Value="-1.105038342064253331642476"/></Vector>
<Vector Coef="0.1619142048519119914118392">
<Node Index="1" Value="-0.3297410140308396075958797"/>
<Node Index="2" Value="-0.5851036764649244492630942"/>
<Node Index="3" Value="-0.06471364380917420111583027"/>
<Node Index="4" Value="-0.7096129653104029655352747"/>
<Node Index="5" Value="-0.7709286646896399419759405"/>
<Node Index="6" Value="-1.234973175114218113535003"/>
<Node Index="7" Value="-0.7302328218889769795296729"/>
<Node Index="8" Value="1.949413763551625322634209"/></Vector>
<Vector Coef="0.4234358325858282312559311">
<Node Index="1" Value="-2.885332807118236253529631"/>
<Node Index="2" Value="-1.416873717080741501561647"/>
<Node Index="3" Value="0.6975487241530342608086812"/>
<Node Index="4" Value="-0.6702866501786320929667795"/>
<Node Index="5" Value="1.789071124455735350977648"/>
<Node Index="6" Value="0.7825720189935245763024341"/>
<Node Index="7" Value="0.5991994762861082568505822"/>
<Node Index="8" Value="-0.8508168624664099732868294"/></Vector>
<Vector Coef="0.7054376957522371371922532">
<Node Index="1" Value="2.109687515734402829536975"/>
<Node Index="2" Value="2.048834785485162957030525"/>
<Node Index="3" Value="-0.3743827307938213944105144"/>
<Node Index="4" Value="1.453334366936995580843472"/>
<Node Index="5" Value="-0.7709286646896399419759405"/>
<Node Index="6" Value="1.220698455247484659480506"/>
<Node Index="7" Value="-0.8776325649702231279647435"/>
<Node Index="8" Value="-0.2171603386926811152246586"/></Vector>
<Vector Coef="0.006458749541569999523538126">
<Node Index="1" Value="-1.49137364725238352747283"/>
<Node Index="2" Value="-1.694130397286014000357568"/>
<Node Index="3" Value="-1.255748593750124930679135"/>
<Node Index="4" Value="-0.7227217370209932933988739"/>
<Node Index="5" Value="0.7484208036649322437483534"/>
<Node Index="6" Value="1.199062581852227360457164"/>
<Node Index="7" Value="-0.3220489179716800043351554"/>
<Node Index="8" Value="-1.207485803991742434604362"/></Vector>
<Vector Coef="0.2046348257328278463784699">
<Node Index="1" Value="0.4253201975631640263664224"/>
<Node Index="2" Value="-0.9547792500719542996279188"/>
<Node Index="3" Value="-2.208576553702885636454312"/>
<Node Index="4" Value="-1.867554466412545632891806"/>
<Node Index="5" Value="0.7137324596385722363933723"/>
<Node Index="6" Value="-0.5696700682100563906118396"/>
<Node Index="7" Value="-0.1519722913394729313374398"/>
<Node Index="8" Value="-0.3954948094553473181278491"/></Vector></Vectors></Svm></Model></Algorithm>
<Algorithm Id="ENFA" Version="0.1.3">
<Parameters>
<Parameter Id="DiscardMethod" Value="2"/>
<Parameter Id="DisplayLoadings" Value="0"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfRetries" Value="10"/>
<Parameter Id="RetainComponents" Value="2"/>
<Parameter Id="RetainVariation" Value="0.75"/>
<Parameter Id="VerboseDebug" Value="0"/></Parameters>
<Model>
<Enfa Marginality="1.039113926252093644819752" Specialisation="1.602058562905909422369177" RetainedComponents="3" AvgBackgroundVector="110.834599999999994679456 320.0006999999999948158802 164.1306999999999902684067 759.4342000000000325599103 137.3967000000000098225428 368.9587000000000216459739 360.7230999999999880856194 327.7814999999999940882844" StddevBackgroundVector="17.10436490402017284395697 21.41424190779698122355512 41.77950658189996602231986 227.9039268866357872411754 144.3413328577338461400359 185.1209247221582643305737 354.2768914817530117034039 262.5623656530686389487528" AvgVector="-0.7337972209725758254705852 -1.261243528117338419392013 -0.7901622700848621727587329 -1.062305045138647763280915 0.4007680498918815836795204 0.1554312863753906093222668 -0.2498342502798036879330112 0.1369828132322155889166737" StddevVector="1.239081456896070632112128 1.064249847947998706132466 1.077419117485027166836176 0.7459697385333768915316455 0.7904105896811682852032277 0.8793360281743097806028686 0.5187550856011601263517719 1.262860346878118100732991" EigenvalueVector="2.117781272901620326365446 7.899378515761923402749289 5.103761295547416310114386 2.2625427259641450739025 1.402257066415346864474145 0.8168054394250346961214859 0.5318389743761426924351099 0.3983678214495510183645877" FactorWeights="0.1400563670101403757062286 0.522413844485329348366065 0.3375297885045301371498283 0 0 0 0 0" EigenvectorMatrix="-0.1657494224560767115406179 -0.1385567423998931846362836 0.06632385986838149061206593 -0.4642177940824788739959672 -0.3755109635128078826582509 -0.4550630014036565751389674 0.5540550453482883108691226 0.2799362983245436975465736 0.3134443950952240931506765 0.4096464052625717888744816 0.2819900787248353912772814 0.3710437411261966467179718 -0.01504098818648125050756459 -0.4371293226390862152186401 -0.1708826739448921772090983 0.5442806327801776866692762 0.01904517218646471776732909 -0.5914536992076377952542998 0.005784604915237755856649571 0.01822164865941327052678567 -0.4752131992053810760623378 0.1598210612954190368295571 -0.507707859197866651079778 0.3745886895679156891603157 -0.222847033874545713549864 0.07870345470162692924631642 -0.2798828030701134839119959 -0.1959947169943061784369576 0.4546440201911042811033781 0.3732096954501165630979642 0.08932440495895255239133803 0.6880633270074170138030922 -0.1705022603767046840417265 -0.5605433161924637808226635 -0.09433615172657761061003612 0.6104226487233669340426445 0.323755981336195208797335 -0.2731568253277139035617438 0.3070319098189154272127155 0.03877976225081947170281182 0.2843104589732837195192872 -0.2945578770295130266454464 0.7801998198972496245673369 -0.2174069977946770093613083 0.3352368873303605556479567 0.2167185790894177455090386 0.1281570546861450221598488 0.02550910671032661364288074 0.8306054119906964849917586 -0.1886889059277000457726103 -0.4656284872053484402698587 -0.1617153258022417661177172 0.09933625982634351758715496 -0.06465816782593850065019581 0.1320072549702730191345523 0.007424628436875236464631556 0.1563566843635770808873531 0.1428407653096307738938009 0.05739285162012201096937147 0.4025530584840428804938028 -0.4462814320216744734537428 0.5578934479080820407759234 0.5195741132690638863778076 0.09714280077917850086954843" ScoreMatrix="-0.3602938308999992234049614 -0.2567007934599914165119117 -0.4458065591445164455031147 -0.2408492376250984390306797 -0.4730769441847374467968734 -0.4584756834600262065393395 -0.5647526516545110508715766 0.4699808747699837918609944 -0.6192695331292480398488465 0.3862583190863879134546721 0.5288506045874000749407173 0.5116292118743781536238657 0.6187907409903882216539728 0.3907474750408963526382422 -0.06918647450846884816577642 -0.01599159456930429601406729 -0.3879690235732775605015377 -0.1760905218713954001330535 -0.6237570141709319893053021 -0.006226832559231209804351259 -0.2367063575160635591210223 -0.6882200263672372253509479 0.1366792114813174530141282 -0.3793114654579027855696438 -0.5215909018980928735231828 -0.3319761515410258878588934 0.02740913449192497811091052 -0.3534267432058944558015412 -0.02212694563172974693276984 0.3778854558005202979309445 0.3704378477928836899124576 0.1408293481491159349072717 0.1967767822920993003865675 -0.2789255489040600721750707 -0.2968485168570240140262229 -0.139921371147986112193351 0.3394477653116003135203016 0.01863494311509015372019249 -0.3485404554426689283097573 0.5443846668689512613426018 0.07631663354581885716498846 0.3246748584021422190382111 -0.05673704879019655228367114 0.7020477264446060017277773 -0.07766640708023317407615593 0.03999042321587449599906705 0.2461374653077636476261603 -0.2071354439434689442833815 -0.1226684110414527628662995 0.6441284647078130420894126 0.0843840046485983680257803 -0.02825814218137686142928722 -0.1556216610487737017631815 -0.06683226100770671418427327 -0.09030176369548140180576468 0.2868444783890094496037193 0.06725844843277017925942118 0.2134911518820199471946353 0.1824573417653146401029574 0.205013255975923874840916 0.4373805720222537218866421 -0.1194118497522267952071218 0.5745813770310355117487688 0.4400143641788358261912606" EnvironmentFactorMatrix="2.411668207638263616843233 0.1926521605824130789486048 0.105128250092588679254213 -0.239511563241599056972575 -0.0304560978510129976015719 -0.9102353894939133605035408 0.3671865481940944642147429 -0.6698285171924821534972239 3.751512828499766527556858 0.1100167147314085602793909 0.1144458367239389318115173 -0.04092283865725943048374802 0.2434210487813291967640339 -0.04295012133330308734535663 1.048047099356498534916682 1.813870155426444696900035 1.881179938557608677385247 -0.1202686660149001607322816 -0.2239628435232416392430821 -0.1488098570076398785566596 0.3194780105134386039011929 0.02692011876758629296269021 -0.2386690952163514900519203 -1.399360842545361194311226 2.339530924407241752049913 0.07535523910063871011466574 -0.02778725633965090091592742 -0.09386010335168318285958833 0.08495773489289409896585425 -0.4955951575121690932945739 -0.08933259154524439416000803 -1.459306016938108241376426 2.385046302144594232430563 0.06482875462947097766619464 -0.03363481077131892649223488 -0.1122334976410681722791551 0.06081522880615181092522903 -0.5043650274243850484268137 -0.08942199849059129235229193 -1.459129324104678326889939 -0.6577450552126976601741148 -0.0902911197572096729802027 0.1384615551274625822042452 0.2096915843236054899367815 0.07528075156050431648857568 -1.098122214072581037669352 -1.479330652256631628560513 0.1798201609939775180713184 -0.6301285303168229212644746 -0.03503637579742348295841481 0.288618803427340198108908 0.3703410420989324824958544 0.09244552093021865535327208 -0.7289609997479119529728564 -1.182934038052505520965951 0.1925498133943906453602324 0.07622825752225892426139353 -0.1553545477653722750588372 0.2434050457805579659176232 0.1371308335718316173679199 -0.004854624548879249434918393 -0.627263668742219282492556 -0.518145693204443480439636 0.00664997166445494003461647 2.707717562610471695450087 0.05766678154292564917327013 -0.02151481076222178101531313 -0.1409742989638460008983145 -0.0167154067886284840582789 -0.6009095799056850539798802 -0.01183194114037983135645504 -1.371135997089663272063831 2.907161654891728730376599 0.1403161532125057064934737 0.0478407760878899607215331 -0.09404014110966392447910067 0.1770877077994950365980031 -0.6892940878586917285986146 0.3807107131916246389735647 -1.107408747396085635372742 3.702891776513301369533337 -0.04000591228668376464483458 -0.1941641840645639272011636 0.4289134731801608202417242 -0.1638801760544038588207627 0.5909489249495617491092503 2.351360015620967303107136 0.544751245429330843705884 3.62172572132352366125474 -0.07710940646812070031757003 -0.1103794997973461811113793 0.3034224893107062004382612 -0.2662586954032034602946055 0.3737075438707495589341079 2.162532786827629394110772 0.5735558032575371889549842 2.253726761463760830395131 -0.2349013164797415509355005 0.2402049702758349003506311 -0.5577717735205518501118149 0.1103892598626942112005622 -0.7230966465356121197771699 0.5758087309740236303667871 -0.5103789158934604053285966 0.3924523495923994409473323 0.01238139668920310715316546 0.0311526866281995606922095 0.3039639961124458444885477 -0.1941178134143839995040537 -1.128816998677756533453476 -1.286532581027290511599404 -0.1154041371230286744387072 0.9974349065426377780596567 -0.1396946618904039705277853 0.3369286511943162532034535 -0.05715644908982078775672164 0.2612859560590083951581164 -0.4460489170993037766344003 0.3720366871094428762312134 -0.4610171038279583521912741 4.21552880485611147776126 -0.09540332777184101775702629 0.09351820302341751212082954 0.1401303182951348924589752 -0.3147722773329177936574297 0.02901281504671149313878686 3.430518072038557964020811 2.462677140331548830687325 1.598327235749598784764203 0.09970381291192415007529348 -0.1375455409969394138247623 0.07479500226954351183028535 0.27642966251053213699862 0.1862580710454897481298531 -1.80688555171864395632042 1.799148785544681494741326 1.240823195612363871731532 0.09998900120937624647066144 -0.01672912739615669414083854 0.4035539007761194674195337 -0.3527690051854061592528922 -0.1347361638070819489509944 -0.9029079513948740087769806 0.4839052974132260209749745 1.823513300675499326786166 -0.0815133023603976936133364 -0.1329064119887436168365724 0.02690535061430529562009895 -0.2392236026361764800185483 -0.1836526460997599530244884 -0.535442502770331563155537 1.203255666924237354820093 2.452301560684591930083798 0.1576107500952159123919216 -0.07126346670248606685049708 0.2357498041177366610021693 0.1783443234047709102796375 -0.1190654731671296762129941 0.07534573950264933372977794 1.543520367446318708459785 2.165480282804935541207669 0.1305688180759858596502454 -0.1104862063995502574620389 0.2482075832815765492611604 0.08531321986454315497994116 -0.08914857927088740141563505 -0.2928844983905855570149868 1.208216513471830566572862 2.373324817486552884560069 0.1286658556747499182471017 -0.107306245830662561058233 0.2188832885432832886518639 0.1165585662359158169998352 -0.1018197859052322601369767 -0.0774110323245517095713808 1.35401135270310901681512 1.57658968660644394077508 0.004234800412183490833650801 -0.2263513255184566863587037 0.2219477063486788859236754 -0.2959739094220378841093577 -0.06872179670664421702319657 -1.030253363262046528703308 1.023486709612306588823571 3.220956090933214444049781 -0.06089847976366685733395911 0.01261803285561452492302692 0.2576989964358295526203335 -0.2700848537343144561972963 0.1447480401214010781174579 1.688163350657234662577366 0.5336234683752478780149886 -1.239995269072391659292975 0.349319110893872686318673 0.2019896188974298623097781 -1.011244845201231035147771 -0.3698790625130550235866167 -0.217497161995912652310281 -0.3582372499051909575662478 -1.156902665698249954573384 -1.43893042589415687260157 0.3787731567707863788996292 0.01042348925958250238643643 -1.158246521582494192870172 -0.3613465465929319719862178 0.2538921567247293675784192 0.2174454085953664295161047 -0.2578616789350539617586833 2.719842661317407817023195 -0.1006935933321377873994606 -0.4280147468711398839325 -0.2832506059303625534084858 0.4214864063907509672546325 0.06565295027352105461382337 -0.6687942754250593146991832 3.181963285253657680584638 1.915529577409909478546979 -0.163288452091536695487406 0.092690112328109586226077 0.09021685777938587280644356 -0.2428520879820803557436193 0.2016890837261505475819234 -0.274432375357821389805224 -1.517098942342038458974685 3.518427417378100940936747 -0.1076108943976302745326734 0.1036670456714299248801581 0.1511916404679630732132978 -0.4043970260713354303305778 -0.1015016095418043717835133 2.565978713614058381864425 2.395884918305284827511059 3.382760543339878189783576 -0.04979380056297050272107185 -0.03973288541141206664519814 0.31079854679253449134535 -0.231644640899211995410667 0.2723744046985012712269736 1.907756038322629965620081 0.4887126112246229503455197 2.554411713908765868552564 0.09262582518452255886387547 0.2031584560695997854207207 0.1732830035593650452874215 -0.1010920738847741473520614 0.005449149735697100815912108 0.07765858346339638007549411 1.12288465489217736958949 2.035429290769576571307198 0.08530794825285495375233324 0.09302485909781660344819443 0.3868102334121226171248509 -0.2460057292852522170534257 -0.1592656738444502839691097 0.1938790973846925003165609 0.8459650469600030753269948 3.558147855606089482449761 -0.09332951025492569607777682 -0.02297790227583917932463464 0.1518573456910640162575987 -0.270997356516474718901577 0.1491025872258928963720592 1.88163409295635908335953 0.7944381069606241130287572 3.017019754534194575512629 0.02400523063999820960745524 -0.04622007921636839267165442 -0.1682200372720725756181537 0.273871479263141481830246 -0.07455004882961360768156567 -0.4070871350092363227801684 2.418089643329944138372412 2.93700385817942599686603 0.02902879030210320232541221 -0.03572242501445493934042474 -0.1538359161679818676304876 0.273388433286575305292132 -0.05996761995580648929582424 -0.494055803918394431661909 2.413234223254763666233202 3.690176579940836365523182 0.2050147355272137206227967 0.2169513202503709492496853 0.1911024096360138257999495 0.3398974541488140044265265 0.223150306738282566687559 1.381128022609835026557334 1.545559037496492926777591 0.2712243068258715084084542 -0.136432841783933944679319 0.2241379458970024773911689 0.2798595342929792173514159 0.1765964791362056307555406 -0.1725585548645084121854865 0.675383170548996214499482 0.2682182945907442550570465 3.307419417491227697780687 -0.01877561911774525138518754 0.1180940698863999771539568 0.255010777429168999930198 -0.1282786492021565916132886 0.9296849876488268993313113 0.5802269202262090308508391 -1.51347069026386282786234 2.411469788067993391678101 0.07128809022361853875437987 0.08110590391448047054012704 0.2256963898227343778835063 0.03687569608891311245812972 0.5504597512788856894516698 -0.5637551729651364418316462 0.03458290168725769442303886 3.147782882774160295724641 0.04102237192369387330792563 0.08463586193531037749071544 0.1046616816628197499383646 0.05993085142345194737956149 0.5480331127132506141563795 0.1587162191654934717544023 0.3683724615360999266044928 3.523379414666083953022735 -0.09697878993111860856934925 0.1339823783651137023564814 -0.5775703231123192615825701 -0.1106762117534833000931371 0.7216772696924842467325334 -0.8270533668424084883241676 -0.2092029908963639606156448 2.864659276107783369980098 0.03856923682912494905083989 0.06848006551855083390289991 0.03586764723420821088240018 0.06100050868800879072528787 0.3102243216962976557482534 -0.2672430332802558927696168 0.6344863754291831803300283 3.954647401907621873107246 -0.2046283310509610098293365 -0.1681488814397995024130239 -0.5465309274742617962061786 -0.07774252783223645213439568 0.6722282604208298373293928 -0.4462934813418212298685717 -0.3938946011189893292581132 2.690997814602493765079316 0.06994970034217698473533176 0.09233080054792879021174912 0.2360010958029829519766452 0.06996982703247697776838265 0.6072252044814278049145173 -0.1825033739640599672604537 0.06531672919614800454368719 3.559677427091499701816701 -0.113227380307900471478888 -0.2743475468632012859160341 -0.5160534890398902341246412 0.4645711909776543135919269 -0.0665051046806963697122228 0.08726128057333837340081573 3.589736712331645485107856 2.68988029434097564163153 0.1954978116694418843746206 -0.3960140438377593996577275 0.2160470923056673209217138 0.2681539275016838197451818 -0.1316078840681931816369854 0.5859997684887079394400189 -1.324460291936924605238346 2.657604211752107037369797 0.02700220412154669125115447 -0.3679978295107712571443415 0.06964751053097309463346676 0.1827893363532119841430301 -0.2413658755878049511078842 0.32900997050626085149716 -1.4630581255941041973756 -0.03523891376971946542973058 -0.08800558046147555213423175 0.3458516174241890173135516 0.2236853968105730061655123 0.06343635260564584044118419 -0.6047862656237936729297644 -0.2883696504899104784414021 1.01250308137810218767072 1.203131650182648559876952 -0.04032288791274452055546362 -0.253324491629792480917871 -0.3372095979554331490746222 0.2729510215652346527548389 0.2867532173591781363697351 0.507186765025145813723384 -1.266229216988810302169099 0.9885230446500116174846085 -0.08883214825133822767355696 -0.2417952823261375339125578 -0.3415526026619491450908583 0.182806490019989609230322 0.268262768864778067268162 0.1884903120466098203067418 -1.290403370068876842680083 0.9939253988389413763115954 -0.147619565286398024550607 -0.2780083666792766972086781 -0.4156977230323729011196576 0.09063558255418902032118922 0.1598376818379793340429984 -0.1124488451303690128568746 -0.8817040803930681347466702 1.245657005121406868397571 0.07602634692723918286016982 -0.0330787570900698615905533 0.3004701719907097445805277 -0.3426174384917483606294297 -0.3024791993216309760050819 -1.077557016466069716997822 0.6122284792844379097687124 3.112087897249117052211886 0.0265574432536050952791129 -0.03337456143996980761912141 -0.1943104539786214002283771 0.2864359425736733855138993 -0.07557775991525869652143399 -0.35038295194586854819363 2.507067270468873232402984 1.881746890146767992035848 -0.09686086081728716157268622 -0.2611376392058760154135655 -0.01624273286040851804745699 -0.6139737135189341499241777 -0.281557754468187371177379 -0.9298993121233749548082415 1.129786657279138850640265 1.923967355121223965497279 -0.1071071605723415559596745 -0.2660917053904464091296234 -0.03668181772529463535725824 -0.6245877185150039423433554 -0.2882011983821582412623741 -0.9173214859803560106144005 1.151034573353296730502393 1.290514279979089851124741 0.07997774429884083047248566 -0.02937558620559920646853058 0.292856046489322008330447 -0.3272876671019241401339173 -0.3143186274448050432361867 -1.032123228382834323468842 0.6635039471855710413450424 0.8369528757882496172726405 0.04828535586132125245750757 -0.06119486338744281606061293 0.3503109163402933212694279 -0.3670005565824683291253905 -0.2157625662848024761242272 -1.347742268145678767865547 0.4739293055110219698988772 0.827525992814436284206181 0.1343706105071551248908435 0.004870132162947585219292534 0.662561260721921563288106 0.06308460559724196614617142 0.01764643235165436890854451 -0.2722385477060512704028383 0.3641520629105932105318288 0.9134372536784516327657002 0.04077648399015213614982045 -0.07801662604098644204775326 0.3283203393136657766149256 -0.3761386373195537702329716 -0.2490507824738941722308994 -1.287950393476878785392614 0.5263369116947447245991043 2.817470904733514469597822 0.05663006349980733572513358 0.1948213339529852872189508 -0.2471228712032614294180632 0.2042839217913478833121843 0.3816260027141546440354603 -0.9646460250150700188598307 0.8661814888009975454963296 -0.757025992807448089294553 0.1767170775354957867886441 -0.05120167763229063750962666 -1.454810393362842679820801 -0.4934736244344251065996332 0.273404195861410459489349 0.3543029667245199965108782 -0.2483036476534822289963245 1.918777158566785434601343 -0.09726475171805412656134138 -0.393328596715318168364206 0.02412580331183139525919046 0.271114750712306340485469 -0.3390351196467689121050171 -0.4923295387069527295764715 -1.040648068916984358978084 2.593174531669226734464928 -0.2967834119512422486053538 -0.1808493657057956838229984 0.04959314112674678698411412 -0.7721763291489658342925395 -0.07696326527313429588517124 0.9325563274282896442102242 1.09177046934215260520773 3.624507531616925959383479 -0.06949818001522828359028949 -0.01639162725452647517698779 0.1731721857482200199740419 -0.2126210069761680365729717 0.1566313001466450582910284 2.013203722564051112442485 1.011204493808752769012926 2.016426752090638707670678 0.192718759313514759190511 0.1648130624911818276068232 0.6357919282190084286909837 0.1810175909871196697764617 0.2009949958805970493536108 0.2574363678872481075998735 -1.485111828924908561333496 1.872439550296276289387265 0.02776652213052310802510192 -0.008840996141198598223809313 0.3531362083886482872152612 -0.3913164474362731404255555 -0.2886386093047620948759402 0.06745294763866804821361711 1.206113419509538431384499 2.244788045775825580108176 0.03163648124653428705954639 0.06888264742595637257771557 0.3155924863737286645282154 -0.03087381086759544146502776 0.07673073884807368738592004 -0.09925817548636450826649025 -1.880812197739831770348928 3.37385958551984410647151 -0.06547310119963090091488311 -0.1062061833150595435704133 -0.426482998968664428485198 0.3177899915677705466876546 0.08767702136425917225359683 -0.1491743397520479685880446 2.424080053300547099581763 1.521888910759208179968027 -0.1603945866554259414016315 -0.1622049352949969658332918 0.1377926927395870804193834 0.07122834694568774827061475 0.0168385048910008466860333 -0.2592207996181354334730429 -1.302271434767036772939264 1.426038176168480609007361 -0.2013720586256969591332222 -0.1879096565209203983926045 0.1247790321593491569274192 -0.02010481474769665322099854 0.05489548116958269108334179 -0.3515821621484243597599573 -1.377511922854386394732273 2.866079517928850961538956 -0.205328141787345180846458 -0.05019255429891372743966826 -0.2631594105891791324225437 -0.4589309997168462551542234 0.4607980167884414557377681 -1.027388710462557641633907 -0.2133711230011322013133679 1.646831169265426719761081 0.1146166611342841756826516 0.03299514862486324640045154 0.7058295506457881174355862 -0.05584308952617067500767689 0.3221227444706723508360824 -0.01956645629716047274371249 -1.478905697907098470977871 1.456346591835036896611655 0.07370938779293761955457853 0.0586622372014930781869424 0.6301145425697445290325049 -0.1479045375885545965388701 0.2358199393983139990904618 -0.3172085910560741850439115 -1.407600881675810988724606 1.132111317242164627572265 -0.04027795003155895670055031 0.1750173865233316528033924 0.2858737489332394687835404 0.3250225904251340947048732 0.1344907117548716501964634 -0.1101143685035735342303553 -1.459192413676051902626796 2.91450250361746654448325 -0.1606718364580831392984805 -0.004764679819172834562834851 -0.1667177273699782802385272 -0.05748761814812569648225349 -0.143016385149051877823112 0.1792476644223135462397067 -2.343787422444646217911668 2.28071913882167320863914 -0.2134766190609378722076173 -0.0587380240982125767512656 -0.2186014537720796513387 -0.2918080585206899169037342 -0.9393733021911010450111235 0.2535899380013931780908365 -0.322476033245109927616312 0.3496340013899032483912777 0.3595887578149520313886001 -0.1536216958273473320861768 -0.1684621962768384773045938 -0.4555065269222678958627171 0.00757848600228426538816251 0.1960084371218618337628925 -0.9170523479219663265382678 3.10906775532779100501557 0.09433820449346952408120615 -0.3409074719521094642971093 -0.01817719370223039310197066 0.2069094289161491073691934 -0.4254764471539718706516453 0.5896726578444340116647027 -1.162657780420206954374862 2.461798371462833756595501 0.1158390049568839841320766 0.2118115000434065975376541 0.1000543725039146625288566 0.1456685435691487118248233 -0.796462608504523439378886 1.228112894770796881260821 -0.7280720697782503414430266 2.432486329489968568395852 -0.07621000727316384892873202 0.2497944096812996783718575 -0.3319162887612798207292997 0.2026147322119150606667404 -0.8370372567663802998438882 1.066969806511744556232202 -0.5942796242613928026088388 2.238516671972370364329663 0.09397670918615852464483851 0.1736120616534403415798238 0.1218254471438832142737851 0.089444807663472236658464 -0.7849744938709440900126424 0.9830583654680549177129478 -0.8966772597928105437148361 -0.7214147407265221190186821 0.04697508674602998701708145 0.145734620748603577178315 -1.37632977393615041350472 -0.3278302904250141591724343 0.2025530957299061796117456 0.8694429181031416709046766 -1.587758882787845493567147 -0.8719626802178921387564969 0.07682270649925354577547409 0.1646682677206007805459365 -1.304629013102497125942136 -0.304016091743151584125826 0.2228637861425031840845179 0.7550586657055308181796249 -1.642000439451404503188314 0.6599970322986821180677453 0.1116149112814471822119344 -0.003946058887289327632430513 0.6052016796109485063936972 -0.009357829331868794398019418 -0.1875760083095260599694853 0.2605799339548348636519393 -0.07922530795631460565076054 1.427171110726518588052159 -0.1344997215674019752640334 0.03903040484938805065873169 0.1610910784538340245752863 0.1621646382372331496313222 0.22324496167077756414443 -0.1220441884168711466074342 -1.622551396465273354507985 1.348131719035292164221573 -0.1986008797461001618156473 -0.1628112203309182715038617 0.129057640259371220192719 -0.04663986160429328675647298 0.01564700602614910174281704 -0.3986750100531361029609911 -1.231204266043140815867218 1.434276827595986292251951 -0.1900378381630339896801729 -0.1362089958851485649304891 0.1328846202554334055001561 0.01660283982534827007526701 0.1105454289565124398331264 -0.2860679215985685863721244 -1.394037316904021883701148 1.373011932536598145304652 -0.04644979346793798313797197 0.1380939824360649936796364 0.2217046178199713613032884 0.4039193738831498015073862 0.1782562738750565478618171 -0.08874204505329885694919767 -1.845935011411846460305242 1.803027632466057683657823 -0.2044301254825156566319322 0.1069903971290699362661769 -0.02301580989601331728167111 -0.172505848603156985987539 0.05242493666317926681585959 -0.3002802864521514347728726 -1.710931895473212893676873 1.463401768376223710532713 -0.03905243582379391842351879 0.1724577983151465432332117 0.2011646037619500004822726 0.3683452943583376271163843 0.1437259507062371988173055 -0.1152775068288458548693143 -1.894590507952631064370053 1.249951128837258895742934 -0.0633947314770351988411079 0.1163246698724721694961914 0.2398229684362550573339945 0.3321570301998137964005764 0.1175495245436586760900965 -0.0729392073569402610289103 -1.598767235449495949239918 3.665781940137373240418128 0.02087843547331891258522774 -0.04822730517150014550864512 -0.4384078365011293554331928 0.4369762892693401790111807 0.0524173288095737821556952 0.1960527806322204247280183 2.311509264741896885198003 1.516975011683464602540994 -0.1497072128223977949268431 -0.0001932259250388146387678034 0.1308847057497776189549654 0.1513153721283546637721429 0.2127580084042581254344384 -0.0982251644750214980561509 -1.607309622265454596146128 0.8833848219681897928623471 -0.1315176562361166645587218 0.4504654369516654655036803 -0.3067789452492876711708902 0.6257630479834392911442364 -0.5521186823103212404362239 1.110231615270075744561495 0.2665644962148159269332837 2.671470772089354017708729 0.07677886120659807578370248 0.2286281477582129961767521 0.09915764489915873669545476 -0.1149213359648099119780795 0.00973979466463928411634754 0.04369753303106549413570292 1.537748427213900592747109 3.347598167159460569308749 0.0271190714262985327343003 0.1120485854249432533524811 0.1759971029311432899611134 -0.02208255541896235463195097 0.6768144733382690514389424 0.5904784147957242712578818 -0.3582811770122963923590476 2.848457025232664197034183 -0.05747538308446514809801897 -0.1110403878082654172132493 -0.2990426479620083011212728 0.3714258748111577412842621 0.1856946360482342184283766 -0.3229388931534158402314461 2.010011843744954340706954 2.792101242322526211125933 0.02170553136182318265667845 0.2511975691169001656533055 -0.3839560141032987150566669 -0.01110254482211303628247379 0.6816557038711354987725599 -1.256436273002757619821068 0.05482919312478096163232522 2.887366794546572634772019 0.159497024020503891383882 0.2245153131804206170230032 -0.2281730618448778447060477 0.2742911180818196070774206 0.423141056962221484560871 -0.7657176925455468907699697 0.9172330332703697575169599 3.20665575968942695439523 -0.06492766798565624553063458 0.04684322521304110087392303 0.2358228698535055900542545 -0.2333178691209176758292188 0.894556566383978291057133 0.4779505931118345207764264 -1.324677481789140465195942 2.318381030796373032387692 0.2499445339627778261970548 -0.598253008522934726087783 0.3072123402071084141695678 0.4163213102927712516709846 0.1620134728212383468104463 0.6108607967222634549386839 -1.096669360014781435808118 1.805863756891690652395255 -0.1810287495206031049832518 -0.3407677206228444943825195 0.0030542209602670566948035 0.3450531072577995850281241 0.05217594808737105460672012 -0.2520939738557466669455209 -1.246634497260539209406716 2.623924979552816338923549 0.008328469665710380720469175 0.194278554821430665677795 -0.2834290484879393168249351 0.05028893282297131062108519 0.6175778018180027029160328 -1.333993493570938326797659 0.06895440500468041911119599 -2.602940634508736472696455 -0.1625433339612300520649057 0.4687592320449347482735902 0.9780014844041315935641023 0.01798275169812910134758965 0.7646431826854218627431692 -0.3312950498819025590968579 0.2949445557153039243480919 0.4265840106179006885334104 0.009327199796075255622263001 0.02940285207887594759457173 0.2914052331841048282257134 -0.1937812791502864506743009 -1.130142306484749559203351 -1.249699718825451943970961 -0.0764918912320487476286246 2.253726761463760830395131 -0.2349013164797415509355005 0.2402049702758349003506311 -0.5577717735205518501118149 0.1103892598626942112005622 -0.7230966465356121197771699 0.5758087309740236303667871 -0.5103789158934604053285966 2.587369048104220858874669 0.01948229203506385287525404 0.1713586520263618295789598 -0.1877881871787039358423499 0.114581929171087448793287 0.5915521305352746672667763 -1.356692185966926089690787 0.04093294739518793523558315 2.478470945832123462082563 0.0783420796875780034440595 -0.185812200963689999611006 0.1945650053312470983968296 0.0007551285033694510318014181 -0.08303423783830839177699801 0.08058092783250636603753492 1.696377833067268969813313 2.257850994324707816218734 -0.08450862412105522580851868 -0.2321567407841652885824857 -0.1241854808037018420563413 -0.5059626640003282993518496 -0.3749710973405638303468379 -0.6873086283378945227084955 1.370338866986760884003616 3.059336911908398626280814 -0.04873454780096445060344479 -0.005320843304992689537513684 -0.1159925299248782959438131 -0.05913631717965125988989428 -0.6834049688938206301713763 0.6014505750206410317204586 -1.475270003897690251903896 2.150714212354422283368649 0.05577498257747751098101219 -0.05564730378227727980444683 -0.1646579100315585797442708 0.1823197285055319083468817 -0.3194997736470616134241141 -0.06814958439272428281086036 -1.35227415881715784529149 2.326492886598416021115554 0.0602786240399595801831012 -0.08161018011903915791993569 -0.2014786340118278062938373 0.2507299083371041792389633 -0.2804774548324227567697164 0.2002562005167555780893451 -1.216054999633819022619718 0.3426816266027223889523157 0.4563666702680038156358933 -0.004927251266160365128499166 0.1287460490220031505970155 -0.3630603653654732032585173 -0.09228011302762123557741347 0.2579806007218091723487419 -1.668483754759282788882047 2.055027958510632579702815 0.05998550959856682740500844 0.1758768540227484411531123 0.2340220592355973239229172 0.06668107659430938527478361 0.5810909333717886315895385 -0.9692110010823176136085522 -0.1275201563809078009192888 2.231557565034201218168164 0.04046329792754835286139325 0.09251007917683029546651596 0.1246233530415496171261935 0.1940894850496499013381424 0.5458075170993743618907956 -1.06282212869624759221665 0.1413964328954384619407847 2.709926585636972973247794 0.00240300180416591624421585 0.0467140544729619036634638 -0.0002456470870141960749499788 0.1448376544788527731100203 0.4018704025486586339788175 -0.622475480198875108506229 0.5527394411912398552999548 3.70595904947632703851923 0.09710256577023096413725511 0.1112269191814701518872255 -0.0161437629401147142438333 0.1951616750458021742886672 0.04983099893689774129157399 1.001858452483992856230088 1.618365823098573130778277 2.6909750792710847022704 -0.09780372226696326665162928 -0.007014532481362523164136746 0.2466887402899588521698604 -0.353994748828470706669691 0.8414106840927355612791416 -0.1082329186106616436546801 -0.7682340536357714633197702 2.378937609420431975593146 -0.04398322104247728847603582 -0.02013954430981146348500488 0.2075538673869981032282794 -0.179880228970998312654217 0.6951372399614802466416563 -0.6654390492984452176727928 -0.3440860440171147893728687 3.764372361079037165865202 0.07072790870958770015342054 0.1798828610135814742854166 0.1334437454445190074370231 0.09475795715753675130255118 0.6162101758941473939046318 1.063379359525719269896626 -0.1288169518306808980501188 2.52369297880334420014492 0.1887520985205486667712904 -0.6267578150761728972284459 0.2834622180318501216689242 0.3651112295549675534900302 0.06368060041592989162229088 0.6882778863726646267906517 -1.11918434969942470758042 0.9492239735253646948365258 0.08491959103828861099572123 -0.03285832094093846938998027 0.3916067389537608023353243 -0.3529400653196874682038242 -0.2411101600768505437422107 -1.291426979401292030047443 0.3604201332649855649137294 1.264345559332696433685328 -0.099743756283931200856685 -0.3153568813283114113943384 -0.3993991803505803073193192 0.1740653118280847122534283 0.2304628433413017374320475 0.4493204474511784951573645 -1.271134958512644130834701 2.539314874865057802821866 -0.002682108032106556017026833 0.1305557938980993204491909 -0.2129852754795515945573925 0.08066473790884953753987929 0.5911400368458015197603572 -1.391587335487979082415677 0.09015214490265766045240525 2.396640861218532148058102 -0.03498718154841991279102587 0.3672015967877625963744492 -0.496403926651174276507561 -0.0967549082894057776993435 0.2933694051663905955074085 -1.775928800407309049447235 1.082063998825165018757843 3.891985777570858839879975 0.107755753303866386172416 0.1142469009444906369310502 -0.04423535032358727470125359 0.2376369250064294114110908 -0.02457341591102329969587004 1.238795840587822549849761 1.882511036466917753173789 3.281954865454301373262069 -0.1145270880340236718808455 -0.1645310634888605960668428 -0.4300185347838749172488804 0.2117835055340218097796878 0.06651008673381564317850234 -0.5514763335483077177912037 2.557019102485555528403438" LocalityGeomeans="0.3196614703986447869610288 0.3205679253180822585456156 0.3235227496279686754121485 0.3241714033328463862027036 0.3265245035323411371130931 0.3269728924718343643363028 0.3283195208725535607641177 0.3291358612312832998547663 0.3310362525055000060270061 0.3332863109404543000557908 0.3348809044384213340350698 0.3351093441944225648221334 0.3369625439151948675942094 0.3416455627061819599887826 0.3447595324894602297760571 0.3480282496330917019200513 0.349505156240242587095679 0.3495847960791649278178284 0.350818889441158743291993 0.3513298688447399897860635 0.3522875646830018747657221 0.356262105338312595748107 0.3562621281089217162296734 0.3570018631070437375996107 0.3577323182533843071162494 0.3578252305495950857938681 0.3603675065512900732578316 0.3621486598936898282374841 0.3640884324360830759381713 0.3646962635397440477547093 0.3663339409123473888740818 0.3664596005815927703963553 0.3685860856544860841843558 0.370852847622915593461812 0.3726720201374454366494149 0.372838431469475706236949 0.3772450320336429574474835 0.3782119127179630058144255 0.3794009212526737728765625 0.3809949721815676926262029 0.3824310065994996343796686 0.3828393760464547379562816 0.3833399445898418855804834 0.3835103022681798368154205 0.3871247890822195891757929 0.3936022838398400836013025 0.3964770099730268171356329 0.3971044779558397519458879 0.3972816420380449464744288 0.3976767688736760342216314 0.4020810446550037164925584 0.4038749623078675132781257 0.4046767729107852429315528 0.4062549746960381069627033 0.4077402096660285302220927 0.4090293724451556922616646 0.4098706128013575589186246 0.4100217853715601989961215 0.4101634812004798513740411 0.4143298263774337630849232 0.4195975723289499526025281 0.4213935029350969196926258 0.4222390705144937195214538 0.4229243027180710212675763 0.4234056357488187316562289 0.4239939341271878325834166 0.4286945864792963689637872 0.4286945864792963689637872 0.428696620407219453063874 0.429252513694593440529701 0.4309198610308372923149989 0.4334933353616384210660328 0.4345372096926623517454402 0.4351026103360380314910572 0.4356353316436085143514845 0.4397812059898459358109335 0.4400041469219715395411185 0.4406891520635369818847948 0.4435106967274371481124717 0.4462271029803359656540351 0.4581992291380760917718362 0.4637793678043736211868975 0.4654005777298812485121005 0.4738674022256623707960443 0.4739835697504768963206345 0.4753829523765005782287574 0.4776418181504898385902891 0.4801750653354583953102974 0.4854645205819299591532001 0.4919110368979274783285405 0.4929816219659602927194442 0.4960623734590384192877366 0.5035644617180486948271323 0.510726539845249183358078 0.5116363911078870563287069 0.5139361915262937730020099 0.5281666086848009200593879 0.532476579826421603236497 0.5332268964735170646562779 0.5390962833842994905708679 0.5422749062717676649114651 0.5429576324207842086266851 0.5472501362902656429909598 0.5495695367302111389307129 0.5562278769278554690913552 0.5620128487493857294410304 0.5712291357702761196435404 0.587945723109682738538595 0.603369850015399444842501 0.613921876142113243091103 0.6228728710205032603752784 0.6328996008481226898112482 0.6622058672004891288764838 0.702074259973994418970733 0.7328007611052695935427437 0.73642223751441970858167 0.760311086080153297750428 0.767667432081523326559136 0.8030080510659568515663409 0.9632836172686529696562729 0.9634329495859831338222534 0.9719485479912441938665779 1.008327266352843754049218 1.026258008675129618225697 1.203936388686616343335345 1.277714932718452711668533 1.725841521552886170809415"/></Model></Algorithm>
<Algorithm Id="GARP_BS" Version="3.0.4">
<Parameters>
<Parameter Id="CommissionSampleSize" Value="10000"/>
<Parameter Id="CommissionThreshold" Value="50"/>
<Parameter Id="ConvergenceLimit" Value="0.01"/>
<Parameter Id="HardOmissionThreshold" Value="100"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="MaxThreads" Value="1"/>
<Parameter Id="ModelsUnderOmissionThreshold" Value="20"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/>
<Parameter Id="TotalRuns" Value="100"/>
<Parameter Id="TrainingProportion" Value="50"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="-1.0588235294117647189438 -0.4483695652173913526183924 0.4221218961625281540506194 -1 -1 -1 -1 -0.9005078485687904032985784" Scales="0.009803921568627450844335414 0.002717391304347826011533762 0.002257336343115123964558899 0.0004930966469428008135469921 0.001064395955295369816662188 0.0007665772326561901602731686 0.0005717552887364208032139334 0.0002308402585410895574858509"/>
<Model>
<BestSubsets Count="10">
<Run Id="0" OmissionError="0" CommissionError="33.25">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="98" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9654787451561007705080897 -1 -0.8274509803921568096285455 -0.9807081405753722558316099 -0.8431372549019607864906334 -0.9219755437205583437076939 -1" Chromosome2="0.9874728313562545212178634 1 1 -0.6156862745098039546576274 -0.5736842136417013016114197 -0.4901960784313725838501341 -0.6554801597786364952824556 1" Performance="20.03680020580966214538421 0.4192000000000000170530257 0.5051999999999999824140673 0.5051999999999999824140673 0.4192000000000000170530257 0.8635496183206107234653359 0 0.4192000000000000170530257 23.20283603943483541343085 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9877620460909037891639173 0.2470588235294117751550402 -0.9540828275494277477264404 -0.8274509803921568096285455 -0.9841835500770493849742593 -0.8276494052102849607877033 -0.9219010313495964448193831 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6392156862745097534173055 1 -0.5428845346777463332088587 -0.6633092033808366538849555 -0.4940256134223411366157563" Performance="20.08154715510537258182922 0.4139999999999999791278071 0.5051999999999999824140673 0.5051999999999999824140673 0.4139999999999999791278071 0.8657004830917874871332174 0 0.4139999999999999791278071 23.19687645706926204525189 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9654787451561007705080897 -1 -0.8274509803921568096285455 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9219755437205583437076939 -1" Chromosome2="0.9874728313562545212178634 1 1 -0.6156862745098039546576274 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6554801597786364952824556 0.9865372366655398295165469" Performance="19.94358943809017503667746 0.4264000000000000012434498 0.5051999999999999824140673 0.5051999999999999824140673 0.4264000000000000012434498 0.8602251407129456461930772 0 0.4264000000000000012434498 23.18415086259991753081522 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9258781410753726959228516 -1 -0.8274509803921568096285455 -1 -0.8274152217925040408985637 -0.9224277623980214890764273 -1" Chromosome2="1 1 1 -0.6156862745098039546576274 -0.5025852325731534619990271 -0.4922947273437494053460739 -0.6237131022899319310326405 1" Performance="19.29735647329034264885195 0.4312000000000000277111667 0.5051999999999999824140673 0.5051999999999999824140673 0.4312000000000000277111667 0.8506493506493506551180417 0 0.4312000000000000277111667 22.68544196096727461053888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.7650797561285834769151393 0.2203225485729418675617808 -0.983141469303518533706665 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -0.932230281287214745944425" Chromosome2="0.02676654961142754807212896 0.429072641654499931096467 0.9757057769224047882872242 -0.6392156862745097534173055 -0.5764705882352940680135589 -0.545098039215686336333988 1 -0.5959897106581208969799945" Performance="20.55267035342792070196083 0.3164000000000000145661261 0.5051999999999999824140673 0.5051999999999999824140673 0.3164000000000000145661261 0.9077117572692794400524008 0 0.3164000000000000145661261 22.6422872556566616708551 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8556229691110264212738912 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9012371616675427521414576 -1" Chromosome2="0.9844282972739963888386683 1 1 -0.6218466782272390469543666 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6439908420904447705623852 1" Performance="19.72710235922592048041224 0.3808000000000000273558953 0.5051999999999999824140673 0.5051999999999999824140673 0.3808000000000000273558953 0.8718487394957983305232574 0 0.3808000000000000273558953 22.62674873010008980145358 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9258781410753726959228516 -0.9832586703013699302999839 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.9224277623980214890764273 -1" Chromosome2="1 1 0.9771772591783752792693463 -0.6156862745098039546576274 -0.5025852325731534619990271 -0.4901960784313725838501341 -0.6237131022899319310326405 1" Performance="19.13886977533360322922817 0.4324000000000000065725203 0.5051999999999999824140673 0.5051999999999999824140673 0.4324000000000000065725203 0.8482886216466234419186776 0 0.4324000000000000065725203 22.56174288673459926712894 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9984192739142790928852378 -0.8491980364420379512324644 -1 -0.8245717679095618812823432 -0.9012371616675427521414576 -1" Chromosome2="1 1 0.9852886978340776868989792 -0.6045507556139968485808822 -0.5745705020605965662738868 -0.4906892575481845986118401 -0.6439908420904447705623852 0.9961203847825527146753188" Performance="19.65836781117361553583578 0.3748000000000000220268248 0.5051999999999999824140673 0.5051999999999999824140673 0.3748000000000000220268248 0.8729989327641408669578027 0 0.3748000000000000220268248 22.51820371524410546726358 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8491980364420379512324644 -0.9971677416137286753539115 -0.8290641900237053496525164 -0.9012371616675427521414576 -1" Chromosome2="1 1 1 -0.6045507556139968485808822 -0.5568175106136307173088085 -0.4828053038291179044350088 -0.6439908420904447705623852 0.9961203847825527146753188" Performance="19.43105973498539640331728 0.3827999999999999736211009 0.5051999999999999824140673 0.5051999999999999824140673 0.3827999999999999736211009 0.8672936259143155801609737 0 0.3827999999999999736211009 22.40424598359159347182867 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9822681720642482128269535 -1 -0.9984192739142790928852378 -0.8491980364420379512324644 -1 -0.8431372549019607864906334 -0.9012371616675427521414576 -1" Chromosome2="0.9772377899245304755382335 1 0.9852886978340776868989792 -0.6045507556139968485808822 -0.5745705020605965662738868 -0.4901960784313725838501341 -0.6439908420904447705623852 0.9961203847825527146753188" Performance="19.47829388883534917908946 0.3760000000000000008881784 0.5051999999999999824140673 0.5051999999999999824140673 0.3760000000000000008881784 0.8702127659574467877234838 0 0.3760000000000000008881784 22.38336950550761628164764 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8491980364420379512324644 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9012371616675427521414576 -1" Chromosome2="1 1 1 -0.6045507556139968485808822 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6439908420904447705623852 1" Performance="19.372358881493180859934 0.3831999999999999850786025 0.5051999999999999824140673 0.5051999999999999824140673 0.3831999999999999850786025 0.8663883089770354484215886 0 0.3831999999999999850786025 22.35990338369936125673121 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8274509803921568096285455 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9012371616675427521414576 -0.9857473607019832106956869" Chromosome2="0.9874728313562545212178634 1 1 -0.6156862745098039546576274 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6439908420904447705623852 1" Performance="19.43662674659360334317171 0.3751999999999999779731752 0.5051999999999999824140673 0.5051999999999999824140673 0.3751999999999999779731752 0.869936034115138645539389 0 0.3751999999999999779731752 22.34259300037352957701842 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9914764440277727963746202 -0.8274509803921568096285455 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9012371616675427521414576 -1" Chromosome2="0.9874728313562545212178634 1 1 -0.6156862745098039546576274 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6439908420904447705623852 1" Performance="19.43662674659360334317171 0.3751999999999999779731752 0.5051999999999999824140673 0.5051999999999999824140673 0.3751999999999999779731752 0.869936034115138645539389 0 0.3751999999999999779731752 22.34259300037352957701842 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.997700835477156822150846 -0.9914764440277727963746202 -0.8274509803921568096285455 -0.9971677416137286753539115 -0.8431372549019607864906334 -0.9012371616675427521414576 -1" Chromosome2="0.9874728313562545212178634 0.9853697729981448771852115 1 -0.6156862745098039546576274 -0.5568175106136307173088085 -0.4901960784313725838501341 -0.6439908420904447705623852 1" Performance="19.43662674659360334317171 0.3751999999999999779731752 0.5051999999999999824140673 0.5051999999999999824140673 0.3751999999999999779731752 0.869936034115138645539389 0 0.3751999999999999779731752 22.34259300037352957701842 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9894175531582967142441021 -1 -0.8274509803921568096285455 -0.969039573799818754196167 -0.8431372549019607864906334 -0.9012371616675427521414576 -0.9716293305158615334349292" Chromosome2="1 0.9930384897536808086471183 0.9939844404795655785633812 -0.6156862745098039546576274 -0.5527358299894318260925274 -0.4901960784313725838501341 -0.6439908420904447705623852 0.9841288068642218833659285" Performance="19.2580593734703349184656 0.37640000000000001234568 0.5051999999999999824140673 0.5051999999999999824140673 0.37640000000000001234568 0.8671625929861849213509117 0 0.37640000000000001234568 22.20812974318086219227553 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9894805867224931716918945 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.8935081029263062246670302 -1" Chromosome2="0.9885742794722318649291992 0.4352941176470588313662802 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 -0.6203594204183066063151841 -0.4940256134223411366157563" Performance="19.27926045330779203368365 0.3659999999999999920063942 0.5051999999999999824140673 0.5051999999999999824140673 0.3659999999999999920063942 0.8710382513661202308341558 0 0.3659999999999999920063942 22.13365535103717718357075 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8441691693818091923873226 -1 -0.8431372549019607864906334 -0.9389342582932639347248482 -0.9871015421893090113769631" Chromosome2="1 0.4352941176470588313662802 1 -0.640887677368640162889335 1 -0.545098039215686336333988 -0.6787709304335701743227105 -0.5142593949203176917350788" Performance="18.7430573298713269991822 0.4172000000000000152766688 0.5051999999999999824140673 0.5051999999999999824140673 0.4172000000000000152766688 0.8475551294343240948947482 0 0.4172000000000000152766688 22.11426334282329619895791 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.8939770906787157800366117 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6392156862745097534173055 0.9667938955128192457522118 -0.545098039215686336333988 -0.6437943477492615862445291 -0.4940256134223411366157563" Performance="19.21864917986706444708034 0.3664000000000000034638958 0.5051999999999999824140673 0.5051999999999999824140673 0.3664000000000000034638958 0.8700873362445414871402249 0 0.3664000000000000034638958 22.08818400095135814353853 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9486211570738641851718853 0.2470588235294117751550402 -0.9540828275494277477264404 -0.8367471270869107913270568 -1 -0.8431372549019607864906334 -0.9389342582932639347248482 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6381584034514786729630487 1 -0.545098039215686336333988 -0.6787709304335701743227105 -0.4940256134223411366157563" Performance="18.63639122027631955802462 0.4179999999999999826805208 0.5051999999999999824140673 0.5051999999999999824140673 0.4179999999999999826805208 0.8459330143540669810775512 0 0.4179999999999999826805208 22.03057559410492416418492 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9540828275494277477264404 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.9506182459863268263688951 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 -0.6669757212982421190616833 -0.4940256134223411366157563" Performance="18.4055690584824667155317 0.4264000000000000012434498 0.5051999999999999824140673 0.5051999999999999824140673 0.4264000000000000012434498 0.8405253283302064337689785 0 0.4264000000000000012434498 21.89769711645346816908386 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9558053895831107871217114 0.2106431012366354882381358 0.5696631158540332862116884 -1 -0.9834194233611462943045467 -0.8431372549019607864906334 -0.9263531491160392761230469 -1" Chromosome2="0.8524021031334996223449707 0.3913247283396408815470124 0.8781201595200502918459051 1 1 -0.4901960784313725838501341 0.7993509881198406219482422 -0.6540963537242336922616914" Performance="19.07844997810394005455237 0.35599999999999998312461 0.5051999999999999824140673 0.5051999999999999824140673 0.35599999999999998312461 0.8719101123595505153929253 0 0.35599999999999998312461 21.88121195942333585549022 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9558053895831107871217114 0.2106431012366354882381358 0.5686274509803921350936662 -1 -1 -0.8431372549019607864906334 -0.9263531491160392761230469 -1" Chromosome2="0.8524021031334996223449707 0.3913247283396408815470124 0.8588235294117647633527213 1 1 -0.4901960784313725838501341 0.7993509881198406219482422 -0.6540963537242336922616914" Performance="18.3329267478493704857101 0.3376000000000000111910481 0.5051999999999999824140673 0.5051999999999999824140673 0.3376000000000000111910481 0.8684834123222748836212759 0 0.3376000000000000111910481 21.10912711484975190501245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2505853542236282649469103 0.5686274509803921350936662 -1 -1 -0.894009680986909138766805 -0.9263531491160392761230469 -1" Chromosome2="1 0.413296823669513424537314 0.8588235294117647633527213 1 1 -0.5450591548062104774174941 0.7993509881198406219482422 -0.6540963537242336922616914" Performance="17.52806392451795858278274 0.4203999999999999959143793 0.5051999999999999824140673 0.5051999999999999824140673 0.4203999999999999959143793 0.8306374881065651250011683 0 0.4203999999999999959143793 21.10194179228908950562982 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5011198980405050518172061 0.233646519133327595918459 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.8623868445943070337733616 -1" Chromosome2="0.4173109179033951954274073 0.4204480836062882698200838 1 -0.6392156862745097534173055 -0.5764705882352940680135589 1 -0.5606309660183628196250538 0.9752114766545719737322884" Performance="18.15818781183612529162019 0.301599999999999979216625 0.5051999999999999824140673 0.5051999999999999824140673 0.301599999999999979216625 0.8806366047745357583664827 0 0.301599999999999979216625 20.61938796705487675353652 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5011198980405050518172061 0.2235294117647059763953621 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.8623868445943070337733616 -1" Chromosome2="0.4173109179033951954274073 0.4352941176470588313662802 1 -0.6392156862745097534173055 -0.5764705882352940680135589 1 -0.5606309660183628196250538 1" Performance="18.08978206868663818340792 0.3019999999999999906741266 0.5051999999999999824140673 0.5051999999999999824140673 0.3019999999999999906741266 0.879470198675496694917797 0 0.3019999999999999906741266 20.56895400882291013999748 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5011198980405050518172061 0.2235294117647059763953621 -0.9871973234121916851435685 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.8623868445943070337733616 -1" Chromosome2="0.4173109179033951954274073 0.4352941176470588313662802 1 -0.6392156862745097534173055 -0.5764705882352940680135589 1 -0.5606309660183628196250538 1" Performance="18.08978206868663818340792 0.3019999999999999906741266 0.5051999999999999824140673 0.5051999999999999824140673 0.3019999999999999906741266 0.879470198675496694917797 0 0.3019999999999999906741266 20.56895400882291013999748 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5686274509803921350936662 -1 -0.9904245120473206265288013 -0.894009680986909138766805 -0.9263531491160392761230469 -1" Chromosome2="1 0.411764705882353032606602 0.8588235294117647633527213 1 1 -0.5450591548062104774174941 0.7993509881198406219482422 -0.6540963537242336922616914" Performance="16.90508451900378261711921 0.4000000000000000222044605 0.5051999999999999824140673 0.5051999999999999824140673 0.4000000000000000222044605 0.8279999999999999582556143 0 0.4000000000000000222044605 20.41676874275819386639341 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.7650797561285834769151393 0.2203225485729418675617808 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -0.8980392156862745389744873" Chromosome2="0.02676654961142754807212896 0.429072641654499931096467 1 -0.6392156862745097534173055 -0.5764705882352940680135589 -0.545098039215686336333988 1 -0.5529411764705882692538808" Performance="17.99709889984142918706311 0.2680000000000000159872116 0.5051999999999999824140673 0.5051999999999999824140673 0.2680000000000000159872116 0.8940298507462686172786448 0 0.2680000000000000159872116 20.13031095641695955578143 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9239079637124257837754726 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.6536025424917026871440839 1 1 1" Performance="16.71154162037892021430707 0.3556000000000000271782596 0.5051999999999999824140673 0.5051999999999999824140673 0.3556000000000000271782596 0.8391451068616423425439166 0 0.3556000000000000271782596 19.91496045645691737036032 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9239079637124257837754726 -0.981070628284283374753727 -1 -1" Chromosome2="0.3098039215686274605587869 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.6536025424917026871440839 1 1 1" Performance="16.71154162037892021430707 0.3556000000000000271782596 0.5051999999999999824140673 0.5051999999999999824140673 0.3556000000000000271782596 0.8391451068616423425439166 0 0.3556000000000000271782596 19.91496045645691737036032 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9239079637124257837754726 -1 -1 -0.9764046248725869459050841" Chromosome2="0.3098039215686274605587869 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.6536025424917026871440839 1 1 0.9784814350645650860016644" Performance="16.71154162037892021430707 0.3556000000000000271782596 0.5051999999999999824140673 0.5051999999999999824140673 0.3556000000000000271782596 0.8391451068616423425439166 0 0.3556000000000000271782596 19.91496045645691737036032 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -0.975349142733547447292608 -0.8274509803921568096285455 -0.9239079637124257837754726 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.6536025424917026871440839 1 1 1" Performance="16.71154162037892021430707 0.3556000000000000271782596 0.5051999999999999824140673 0.5051999999999999824140673 0.3556000000000000271782596 0.8391451068616423425439166 0 0.3556000000000000271782596 19.91496045645691737036032 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2235294117647059763953621 0.5058823529411764496899195 -0.8274509803921568096285455 -1 -0.960784313725490224378234 -0.9520494221924238331666857 -1" Chromosome2="0.3254901960784313263985723 0.4431372549019607642861729 0.9294117647058823816763606 -0.6392156862745097534173055 1 -0.3725490196078431459625335 -0.6356739982035850555774914 1" Performance="15.88237780695283518639371 0.4460000000000000075495166 0.5051999999999999824140673 0.5051999999999999824140673 0.4460000000000000075495166 0.8017937219730941755813092 0 0.4460000000000000075495166 19.80855845050605168466973 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.992815226069925449436937 -0.9042592713371941925970532" Chromosome2="1 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.5764705882352940680135589 1 1 -0.6714981606467534946958153" Performance="15.46552652446090903026743 0.4875999999999999778843573 0.5051999999999999824140673 0.5051999999999999824140673 0.4875999999999999778843573 0.7867104183757177571223451 0 0.4875999999999999778843573 19.65847427874645347856131 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5058823529411764496899195 -0.8505185927624636654797996 -0.977660988222844196116057 -1 -0.9921568627450980670801073 -0.9355959161982134730806138" Chromosome2="1 0.4901960784313725838501341 0.9294117647058823816763606 -0.692656402815458704935736 -0.5170923842235887191165489 1 -0.6705882352941177071414813 -0.4995800443504955223872344" Performance="15.76602715733352155780267 0.427999999999999991562305 0.5051999999999999824140673 0.5051999999999999824140673 0.427999999999999991562305 0.8046728971962616716595562 0 0.427999999999999991562305 19.59308833722052156645077 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9668542716200604347775993 0.1921568627450980226711863 0.5058823529411764496899195 -0.8505185927624636654797996 -0.977660988222844196116057 -1 -0.9921568627450980670801073 -0.9355959161982134730806138" Chromosome2="1 0.4901960784313725838501341 0.9294117647058823816763606 -0.692656402815458704935736 -0.5170923842235887191165489 1 -0.6705882352941177071414813 -0.4995800443504955223872344" Performance="15.76602715733352155780267 0.427999999999999991562305 0.5051999999999999824140673 0.5051999999999999824140673 0.427999999999999991562305 0.8046728971962616716595562 0 0.427999999999999991562305 19.59308833722052156645077 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -1 -0.9042592713371941925970532" Chromosome2="1 0.4274509803921568984463875 1 -0.6392156862745097534173055 -0.5764705882352940680135589 1 1 -0.6714981606467534946958153" Performance="15.34055647317461712475506 0.4888000000000000122568622 0.5051999999999999824140673 0.5051999999999999824140673 0.4888000000000000122568622 0.7847790507364975631787729 0 0.4888000000000000122568622 19.54761210658955405961024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9988460897191150378304769 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -1 -0.9042592713371941925970532" Chromosome2="1 0.4274509803921568984463875 0.9966670243774313764362205 -0.6392156862745097534173055 -0.5764705882352940680135589 1 1 -0.6714981606467534946958153" Performance="15.34055647317461712475506 0.4888000000000000122568622 0.5051999999999999824140673 0.5051999999999999824140673 0.4888000000000000122568622 0.7847790507364975631787729 0 0.4888000000000000122568622 19.54761210658955405961024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2470588235294117751550402 -1 -1 -0.9546859778578625777001321 -0.8431372549019607864906334 -0.9629259971500028214563827 -0.9835922142596467132591442" Chromosome2="0.3254901960784313263985723 0.411764705882353032606602 1 1 -0.5735283765754027873740029 -0.5607843137254902021737735 -0.5451390284204892244801499 -0.7329578137703784967982301" Performance="16.21851713056590682526803 0.3367999999999999882760449 0.5051999999999999824140673 0.5051999999999999824140673 0.3367999999999999882760449 0.8384798099762470480200705 0 0.3367999999999999882760449 19.34276405656726893766972 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -1 -0.9495873959481735404608571 -0.9843137254901961341602146 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6392156862745097534173055 0.9667938955128192457522118 -0.3681982419857076083147263 -0.4352941176470588313662802 1" Performance="14.81744429844070154445035 0.5020000000000000017763568 0.4948000000000000175859327 0.5051999999999999824140673 0.5020000000000000017763568 0.7673306772908367046071021 0 0.5020000000000000017763568 19.3103765260052746555175 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8399840897071293444042794 -1 -0.8431372549019607864906334 -1 -0.9418380337840348559552694" Chromosome2="1 0.4352941176470588313662802 1 -0.6273322544035537795537039 1 -0.4901960784313725838501341 1 -0.7354579518062177578840988" Performance="15.26661972460802729756324 0.4415999999999999925393013 0.5051999999999999824140673 0.5051999999999999824140673 0.4415999999999999925393013 0.7943840579710145233249818 0 0.4415999999999999925393013 19.21818492128535993401783 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9881155723447186955965549 -0.8399840897071293444042794 -1 -0.8431372549019607864906334 -1 -0.9418380337840348559552694" Chromosome2="1 0.4352941176470588313662802 0.9738579978907687673128635 -0.6273322544035537795537039 1 -0.4901960784313725838501341 1 -0.7354579518062177578840988" Performance="15.26661972460802729756324 0.4415999999999999925393013 0.5051999999999999824140673 0.5051999999999999824140673 0.4415999999999999925393013 0.7943840579710145233249818 0 0.4415999999999999925393013 19.21818492128535993401783 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9845358397472988576382136 0.2281473263844291943236442 -1 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -0.9418380337840348559552694" Chromosome2="1 0.4535960731848839300184295 1 -0.6392156862745097534173055 1 -0.4901960784313725838501341 1 -0.7354579518062177578840988" Performance="15.181801090393362230202 0.4348000000000000198063788 0.5051999999999999824140673 0.5051999999999999824140673 0.4348000000000000198063788 0.7948482060717571018315653 0 0.4348000000000000198063788 19.10025206627035387896285 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2235294117647059763953621 0.521568627450980315529705 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -0.9251874200353866761759036" Chromosome2="0.3098039215686274605587869 0.4431372549019607642861729 0.9294117647058823816763606 -0.6392156862745097534173055 1 -0.545098039215686336333988 1 -0.6159376048070634990239114" Performance="14.57959828880055219713086 0.4719999999999999751310042 0.5051999999999999824140673 0.5051999999999999824140673 0.4719999999999999751310042 0.7779661016949152019250846 0 0.4719999999999999751310042 18.74066010978720342450288 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4431372549019607642861729 0.8588235294117647633527213 -0.6392156862745097534173055 1 -0.545098039215686336333988 -0.5289151160830750653119026 1" Performance="14.51614767818436924073922 0.4607999999999999873878664 0.5051999999999999824140673 0.5051999999999999824140673 0.4607999999999999873878664 0.7795138888888888395456433 0 0.4607999999999999873878664 18.62205136444141828633292 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2007134173101945417982961 -1 -0.8274509803921568096285455 -1 -0.8901960784313724950322921 -0.9623650385778561577865275 -1" Chromosome2="0.3098039215686274605587869 0.4292210480686337592537427 1 -0.6392156862745097534173055 1 -0.4274509803921568984463875 -0.718379111110840296028357 1" Performance="14.83880048073135959896263 0.4076000000000000178523862 0.5051999999999999824140673 0.5051999999999999824140673 0.4076000000000000178523862 0.7968596663395485224512527 0 0.4076000000000000178523862 18.62159814022814785516857 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9540828275494277477264404 -0.8274509803921568096285455 -0.9843137254901961341602146 -0.9529411764705881804360388 -1 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6392156862745097534173055 -0.5843137254901960009334516 -0.4431372549019607642861729 1 -0.4940256134223411366157563" Performance="13.99115853064667369665131 0.4368000000000000215827356 0.5051999999999999824140673 0.5051999999999999824140673 0.4368000000000000215827356 0.7774725274725274859477508 0 0.4368000000000000215827356 17.99569507122045664004872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4378724865526604781429398 0.2470588235294117751550402 0.5058823529411764496899195 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3147958978299549848145489 0.411764705882353032606602 0.9294117647058823816763606 -0.6392156862745097534173055 -0.6313725490196078204974128 -0.4901960784313725838501341 1 1" Performance="14.28536451056591438657506 0.3844000000000000194511074 0.5051999999999999824140673 0.5051999999999999824140673 0.3844000000000000194511074 0.7950052029136316367186055 0 0.3844000000000000194511074 17.96889436473016132822522 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2156862745098038214308644 -1 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3098039215686274605587869 0.4823529411764706509302414 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 1 1" Performance="13.73085912055910817741733 0.4803999999999999936939332 0.5051999999999999824140673 0.5051999999999999824140673 0.4803999999999999936939332 0.7643630308076603263600646 0 0.4803999999999999936939332 17.96379281458767707135848 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8901960784313724950322921 -1 -0.9851401374044437275756536" Chromosome2="1 0.4431372549019607642861729 1 -0.6392156862745097534173055 -0.5843137254901960009334516 -0.4274509803921568984463875 1 1" Performance="13.61429522798005997685777 0.4672000000000000041744386 0.5051999999999999824140673 0.5051999999999999824140673 0.4672000000000000041744386 0.7654109589041095951245097 0 0.4672000000000000041744386 17.78690920165627531446262 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="34.59999999999999431565811">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2152898867606706512223269 0.5294117647058822484495977 -0.9756493537940762461602162 -0.8886330175761352201391219 -0.9605433399739586874943598 -1 -0.9793253881528096727038246" Chromosome2="0.9863638267541925408465886 0.4008381121655462120401126 0.9294117647058823816763606 1 -0.5073321203043793525822025 -0.4985165043020594599632034 0.9422547332942485809326172 1" Performance="22.13103922337760565142162 0.448400000000000020783375 0.5 0.5 0.448400000000000020783375 0.8768956289027654005252543 0 0.448400000000000020783375 25.23793994853132716116306 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.232975028670458911284058 0.5294117647058822484495977 -0.9756493537940762461602162 -0.8886330175761352201391219 -0.9605433399739586874943598 -1 -0.9793253881528096727038246" Chromosome2="1 0.4075289999394708928548425 0.9294117647058823816763606 1 -0.5073321203043793525822025 -0.4985165043020594599632034 0.9422547332942485809326172 1" Performance="21.72915397749324739606891 0.4632000000000000006217249 0.5 0.5 0.4632000000000000006217249 0.8678756476683937570726357 0 0.4632000000000000006217249 25.0371744337683388437199 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.232975028670458911284058 0.5294117647058822484495977 -0.9756493537940762461602162 -0.8886330175761352201391219 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.4075289999394708928548425 0.9294117647058823816763606 1 -0.5073321203043793525822025 -0.4823529411764705399079389 0.9422547332942485809326172 1" Performance="21.62210657415669956549209 0.4640000000000000235367281 0.5 0.5 0.4640000000000000235367281 0.8663793103448276244904491 0 0.4640000000000000235367281 24.95685932937489681648913 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2670245971269311624496368 0.5294117647058822484495977 -0.8509803921568627194105261 -0.9084969833474971778741747 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.3915723050080521794313881 0.9294117647058823816763606 -0.4352941176470588313662802 -0.5574720907108001721752544 -0.4823529411764705399079389 1 1" Performance="22.18846497075947965527121 0.3916000000000000036415315 0.5 0.5 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.76910741889798472925577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2670245971269311624496368 0.5294117647058822484495977 -0.8509803921568627194105261 -0.9084969833474971778741747 -0.960784313725490224378234 -1 -1" Chromosome2="0.99708029956213739541937 0.3915723050080521794313881 0.9294117647058823816763606 -0.4352941176470588313662802 -0.5574720907108001721752544 -0.4823529411764705399079389 1 1" Performance="22.18846497075947965527121 0.3916000000000000036415315 0.5 0.5 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.76910741889798472925577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2670245971269311624496368 0.5294117647058822484495977 -0.8509803921568627194105261 -0.9084969833474971778741747 -0.960784313725490224378234 -0.9951057585819464978982296 -1" Chromosome2="0.99708029956213739541937 0.3915723050080521794313881 0.9294117647058823816763606 -0.4352941176470588313662802 -0.5574720907108001721752544 -0.4823529411764705399079389 0.9852709626415516730446598 1" Performance="22.18846497075947965527121 0.3916000000000000036415315 0.5 0.5 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.76910741889798472925577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2670245971269311624496368 0.5294117647058822484495977 -0.8509803921568627194105261 -0.9084969833474971778741747 -0.960784313725490224378234 -1 -0.9790875071769251647424426" Chromosome2="1 0.3915723050080521794313881 0.9294117647058823816763606 -0.4352941176470588313662802 -0.5574720907108001721752544 -0.4823529411764705399079389 1 1" Performance="22.18846497075947965527121 0.3916000000000000036415315 0.5 0.5 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.76910741889798472925577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9992305616932836143107011 0.2670245971269311624496368 0.5294117647058822484495977 -0.8509803921568627194105261 -0.9084969833474971778741747 -0.960784313725490224378234 -1 -0.9790875071769251647424426" Chromosome2="0.9931055824695662614942648 0.3915723050080521794313881 0.9294117647058823816763606 -0.4352941176470588313662802 -0.5574720907108001721752544 -0.4823529411764705399079389 1 1" Performance="22.18846497075947965527121 0.3916000000000000036415315 0.5 0.5 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.76910741889798472925577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.551300725568325766801081 -1 -0.8872692075795401978055565 -0.9785693113098180573317109 -1 -0.9755321678169297516802771" Chromosome2="1 0.4039215686274508776421044 0.9360716759195911729207751 1 -0.4989093502843447991423886 -0.5021280336008518974111325 0.9422547332942485809326172 1" Performance="21.63949075967839164036377 0.4288000000000000144773082 0.5 0.5 0.4288000000000000144773082 0.8768656716417910779171052 0 0.4288000000000000144773082 24.67822775997365525313398 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5294117647058822484495977 -1 -0.8872692075795401978055565 -0.9785693113098180573317109 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.9294117647058823816763606 1 -0.4989093502843447991423886 -0.5021280336008518974111325 0.9422547332942485809326172 1" Performance="21.525659855839048617554 0.4295999999999999818811602 0.5 0.5 0.4295999999999999818811602 0.8752327746741154212983815 0 0.4295999999999999818811602 24.59421136720333933567417 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9751424382440745386446679 0.2627450980392156409948257 0.5294117647058822484495977 -1 -0.8872692075795401978055565 -0.9785693113098180573317109 -1 -1" Chromosome2="0.9957585431868209990824425 0.4039215686274508776421044 0.9294117647058823816763606 1 -0.4989093502843447991423886 -0.5021280336008518974111325 0.9422547332942485809326172 1" Performance="21.525659855839048617554 0.4295999999999999818811602 0.5 0.5 0.4295999999999999818811602 0.8752327746741154212983815 0 0.4295999999999999818811602 24.59421136720333933567417 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5294117647058822484495977 -1 -0.8767552835510317166267669 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.9294117647058823816763606 1 -0.506641640393055481261797 -0.4823529411764705399079389 1 1" Performance="21.45714679544760628004951 0.418800000000000005595524 0.5 0.5 0.418800000000000005595524 0.8777459407831900151109039 0 0.418800000000000005595524 24.44573742636958257890001 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5294117647058822484495977 -1 -0.8886330175761352201391219 -0.960784313725490224378234 -1 -1" Chromosome2="0.987371603088056493113811 0.4039215686274508776421044 0.9294117647058823816763606 1 -0.5073321203043793525822025 -0.4823529411764705399079389 1 1" Performance="21.2436042680119712144915 0.4315999999999999836575171 0.5 0.5 0.4315999999999999836575171 0.8711770157553290205854069 0 0.4315999999999999836575171 24.38494575019672083726618 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9101282470403057045515993 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.5659076715399529167171977 -0.545098039215686336333988 0.8834578694345859295466994 1" Performance="21.54912780488324841599024 0.4016000000000000125233157 0.5 0.5 0.4016000000000000125233157 0.8844621513944223023528934 0 0.4016000000000000125233157 24.36410395957520336196467 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9101282470403057045515993 -0.8431372549019607864906334 -1 -0.9730315663602570053214436" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.5659076715399529167171977 -0.545098039215686336333988 0.8834578694345859295466994 1" Performance="21.54912780488324841599024 0.4016000000000000125233157 0.5 0.5 0.4016000000000000125233157 0.8844621513944223023528934 0 0.4016000000000000125233157 24.36410395957520336196467 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2364647881775464588471891 -1 -1 -0.8709494008664406816677683 -0.8352941176470588535707407 -0.9514938853681087493896484 -1" Chromosome2="1 0.4883881978131549006505452 1 -0.6753603766167086686067478 -0.3746566537037199218218575 -0.545098039215686336333988 0.9106419061621030541786581 1" Performance="21.34950788375421382170316 0.4023999999999999799271677 0.5 0.5 0.4023999999999999799271677 0.8817097415506958135722471 0 0.4023999999999999799271677 24.21375978698617714712782 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2364647881775464588471891 -1 -1 -0.8709494008664406816677683 -0.8352941176470588535707407 -0.9514938853681087493896484 -1" Chromosome2="1 0.4883881978131549006505452 1 -0.6753603766167086686067478 -0.3746566537037199218218575 -0.545098039215686336333988 0.9106419061621030541786581 0.9752130601555109024047852" Performance="21.34950788375421382170316 0.4023999999999999799271677 0.5 0.5 0.4023999999999999799271677 0.8817097415506958135722471 0 0.4023999999999999799271677 24.21375978698617714712782 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2364647881775464588471891 -1 -1 -0.8709494008664406816677683 -0.8352941176470588535707407 -0.9514938853681087493896484 -1" Chromosome2="0.9792899291755424728833646 0.4883881978131549006505452 1 -0.6753603766167086686067478 -0.3746566537037199218218575 -0.545098039215686336333988 0.9106419061621030541786581 1" Performance="21.34950788375421382170316 0.4023999999999999799271677 0.5 0.5 0.4023999999999999799271677 0.8817097415506958135722471 0 0.4023999999999999799271677 24.21375978698617714712782 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9047229656301365441350981 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 0.9951415145769715309143066 1 -0.4993676536378687247363928 -0.545098039215686336333988 1 0.9930082389286586375121146" Performance="20.78132872905923989037547 0.406799999999999994937383 0.5 0.5 0.406799999999999994937383 0.8731563421828908433397487 0 0.406799999999999994937383 23.80023797010500885562578 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9047229656301365441350981 -0.8431372549019607864906334 -0.9960635473537776674035626 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 0.9951415145769715309143066 1 -0.4993676536378687247363928 -0.545098039215686336333988 1 0.9930082389286586375121146" Performance="20.78132872905923989037547 0.406799999999999994937383 0.5 0.5 0.406799999999999994937383 0.8731563421828908433397487 0 0.406799999999999994937383 23.80023797010500885562578 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9823578925958523777595133 0.2679646028002595770090011 0.5630554446320541472914556 -0.8466338683807517195845094 -1 -0.8431372549019607864906334 -0.9503335626722843043623357 -1" Chromosome2="0.999369474955730918708241 0.3973975765760804357284997 0.9350068920205220068808671 -0.4918755415984362722170431 1 -0.545098039215686336333988 -0.5381667730551590311804944 1" Performance="20.59705529088791564618077 0.4016000000000000125233157 0.5 0.5 0.4016000000000000125233157 0.8725099601593625520123965 0 0.4016000000000000125233157 23.60667067585783840399927 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.924597598837834655505219 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.506092227200119149088664 -0.545098039215686336333988 1 1" Performance="20.03991874084538693523427 0.4119999999999999773514503 0.5 0.5 0.4119999999999999773514503 0.8621359223300970597847481 0 0.4119999999999999773514503 23.2445003412958897115459 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2679646028002595770090011 0.5630554446320541472914556 -0.8466338683807517195845094 -1 -0.8431372549019607864906334 -0.9686274509803921572981267 -1" Chromosome2="1 0.3973975765760804357284997 0.9350068920205220068808671 -0.4918755415984362722170431 1 -0.545098039215686336333988 -0.5529411764705882692538808 1" Performance="19.85744229031634233706427 0.4143999999999999905853088 0.5 0.5 0.4143999999999999905853088 0.8590733590733590219201687 0 0.4143999999999999905853088 23.11495529524464132009598 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9175528697546923018180109 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.4905332998207291295145183 1 1 0.9717516786019716468203455" Performance="19.52244230344571818136501 0.437199999999999977529086 0.5 0.5 0.437199999999999977529086 0.8481244281793229866650563 0 0.437199999999999977529086 23.01837048291927700915949 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -1 -0.9175528697546923018180109 -0.9812331061111763119697571 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.4905332998207291295145183 0.9911243105889298021793365 1 0.9717516786019716468203455" Performance="19.52244230344571818136501 0.437199999999999977529086 0.5 0.5 0.437199999999999977529086 0.8481244281793229866650563 0 0.437199999999999977529086 23.01837048291927700915949 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -0.8274509803921568096285455 -0.9078758231485277718775251 -0.8431372549019607864906334 -0.9686274509803921572981267 -0.9621177320250682285518451" Chromosome2="0.3725490196078431459625335 0.4039215686274508776421044 1 -0.6392156862745097534173055 -0.4925869321008540246964458 -0.545098039215686336333988 -0.545098039215686336333988 -0.7304304186353695049760404" Performance="20.39474714614778605437095 0.3387999999999999900524017 0.5 0.5 0.3387999999999999900524017 0.8925619834710744049388609 0 0.3387999999999999900524017 22.8496704137396484668443 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -1 -0.9992410158428053357226872 -0.9234463262555829832223253 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.5336291864901787640462771 1 1 0.9717516786019716468203455" Performance="19.15852421667132077232054 0.440000000000000002220446 0.5 0.5 0.440000000000000002220446 0.8427272727272727692593435 0 0.440000000000000002220446 22.73395538116337633027797 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 -0.9843034710189918490286232 -0.9992410158428053357226872 -0.9234463262555829832223253 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.5336291864901787640462771 1 1 0.9717516786019716468203455" Performance="19.15852421667132077232054 0.440000000000000002220446 0.5 0.5 0.440000000000000002220446 0.8427272727272727692593435 0 0.440000000000000002220446 22.73395538116337633027797 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2674479048130274927430605 0.5529411764705882692538808 -1 -0.9921568627450980670801073 -1 -0.9525636932703063219918249 -1" Chromosome2="1 0.3965958749635262181598705 0.9215686274509804487564679 1 -0.5137254901960783826098123 1 -0.7175494746852885130650179 1" Performance="19.4130306958505869374676 0.4116000000000000214050999 0.5 0.5 0.4116000000000000214050999 0.8542274052478133761212575 0 0.4116000000000000214050999 22.72583456886263419960414 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5294117647058822484495977 -0.8443455723643886745577447 -1 -1 -0.9372549019607843145962534 -1" Chromosome2="0.980608115621814269147194 0.411764705882353032606602 0.9215686274509804487564679 -0.6388939979174739214329293 1 1 -0.7176470588235294156831401 1" Performance="18.91979771198922222197325 0.3931999999999999939603867 0.5 0.5 0.3931999999999999939603867 0.8535096642929806964872341 0 0.3931999999999999939603867 22.16705739080501302851189 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5294117647058822484495977 -0.8443455723643886745577447 -1 -1 -0.9372549019607843145962534 -0.9986101483579638005139145" Chromosome2="0.980608115621814269147194 0.411764705882353032606602 0.9215686274509804487564679 -0.6388939979174739214329293 1 1 -0.7176470588235294156831401 0.9974028600466459115736484" Performance="18.91979771198922222197325 0.3931999999999999939603867 0.5 0.5 0.3931999999999999939603867 0.8535096642929806964872341 0 0.3931999999999999939603867 22.16705739080501302851189 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4570593605002380432900111 0.2627450980392156409948257 0.5686274509803921350936662 -1 -1 -0.9215686274509804487564679 -0.960784313725490224378234 -1" Chromosome2="0.2001230865444351691984082 0.4039215686274508776421044 0.8980392156862744279521849 1 1 -0.545098039215686336333988 -0.6941176470588235059011595 1" Performance="18.72423184129695528099546 0.3880000000000000115463195 0.5 0.5 0.3880000000000000115463195 0.8525773195876288346184424 0 0.3880000000000000115463195 21.9619164281233949509442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5529411764705882692538808 -1 -0.9921568627450980670801073 -1 -0.9529411764705881804360388 -0.914863048700214065434011" Chromosome2="1 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5137254901960783826098123 1 -0.7176470588235294156831401 -0.678154213116595516730456" Performance="18.25755459760723908857472 0.4292000000000000259348099 0.5 0.5 0.4292000000000000259348099 0.8341099720410065643250164 0 0.4292000000000000259348099 21.88866601478499163135893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2484244069230614471166518 -1 -0.8525148972744587272387662 -0.9686274509803921572981267 -0.8431372549019607864906334 -1 -0.9664806611835956573486328" Chromosome2="0.199999999999999955591079 0.3967954797524154142429609 1 -0.5447993229219862953982556 -0.5843137254901960009334516 -0.545098039215686336333988 1 1" Performance="18.9901022238278329723471 0.3539999999999999813482532 0.5 0.5 0.3539999999999999813482532 0.867796610169491500208494 0 0.3539999999999999813482532 21.88312560948910601155148 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 0.3563410485053764564788992 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.989178724054779356933409 -1" Chromosome2="0.3098039215686274605587869 0.411764705882353032606602 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 0.9802166655925768079526961 0.9982252821533216247118503" Performance="18.17714402548586605234959 0.4359999999999999986677324 0.5 0.5 0.4359999999999999986677324 0.8311926605504587062256405 0 0.4359999999999999986677324 21.86874943463531550946755 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8274509803921568096285455 -1 -0.960784313725490224378234 -0.960784313725490224378234 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6392156862745097534173055 1 -0.4666666666666666740681535 -0.7019607843137254388210522 -0.3006020400746196585828329" Performance="18.22815010685680903179673 0.3960000000000000186517468 0.5 0.5 0.3960000000000000186517468 0.8434343434343434253719352 0 0.3960000000000000186517468 21.61181868956675700133019 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9981475584791041910648346 0.2627450980392156409948257 -1 -0.8274509803921568096285455 -1 -0.960784313725490224378234 -0.960784313725490224378234 -1" Chromosome2="0.9376531447051092982292175 0.4039215686274508776421044 1 -0.6392156862745097534173055 1 -0.4666666666666666740681535 -0.7019607843137254388210522 -0.3006020400746196585828329" Performance="18.22815010685680903179673 0.3960000000000000186517468 0.5 0.5 0.3960000000000000186517468 0.8434343434343434253719352 0 0.3960000000000000186517468 21.61181868956675700133019 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4435152914591199424521051 0.2627450980392156409948257 -1 -0.8352941176470588535707407 -1 -0.8352941176470588535707407 -0.9529411764705881804360388 -1" Chromosome2="0.2036668516440341969442329 0.4039215686274508776421044 1 -0.5137254901960783826098123 1 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="18.70651570754731096712931 0.3487999999999999989341859 0.5 0.5 0.3487999999999999989341859 0.8658256880733945504147187 0 0.3487999999999999989341859 21.60540622116722531131927 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 -1 -0.8352941176470588535707407 -0.9921568627450980670801073 -1 -0.9249659588336109905526428 -1" Chromosome2="0.199999999999999955591079 0.4039215686274508776421044 1 -0.5137254901960783826098123 -0.5764705882352940680135589 1 -0.6942752415115306385828831 1" Performance="18.88469029257322162607124 0.3320000000000000173194792 0.5 0.5 0.3320000000000000173194792 0.8746987951807229100253949 0 0.3320000000000000173194792 21.58993518296938418643549 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 0.3563410485053764564788992 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3098039215686274605587869 0.411764705882353032606602 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 1 1" Performance="17.7796373840220276463242 0.4391999999999999793054428 0.5 0.5 0.4391999999999999793054428 0.8251366120218579514045132 0 0.4391999999999999793054428 21.54750755811940976514052 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 0.3563410485053764564788992 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -1 -0.9362724125385284423828125" Chromosome2="0.3098039215686274605587869 0.411764705882353032606602 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 1 0.9007148945873433287800935" Performance="17.7796373840220276463242 0.4391999999999999793054428 0.5 0.5 0.4391999999999999793054428 0.8251366120218579514045132 0 0.4391999999999999793054428 21.54750755811940976514052 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5369167338357184737773764 -0.8544416287058023140588148 -1 -1 -0.9529411764705881804360388 -1" Chromosome2="1 0.4039215686274508776421044 0.8555710187103165997868359 -0.5416517012929646934793482 1 1 -0.7176470588235294156831401 1" Performance="17.96123032413057529765865 0.4136000000000000231814568 0.5 0.5 0.4136000000000000231814568 0.8346228239845261409612931 0 0.4136000000000000231814568 21.5201763095608527009972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 -1 -0.8591847890924907416021483 -0.9686274509803921572981267 -1 -0.9529411764705881804360388 -1" Chromosome2="0.3098039215686274605587869 0.411764705882353032606602 0.9733340115081973165089835 -0.7375937352670811630872549 -0.5843137254901960009334516 1 -0.7019607843137254388210522 1" Performance="19.31527864375630443305454 0.2896000000000000240696352 0.5 0.5 0.2896000000000000240696352 0.8991712707182319963550299 0 0.2896000000000000240696352 21.48120082654310891712157 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4712758620506992679466407 0.2627450980392156409948257 0.5764705882352940680135589 -1 -1 -0.8431372549019607864906334 -0.960784313725490224378234 -1" Chromosome2="0.2909401851188805343539912 0.4039215686274508776421044 0.8509803921568628304328286 1 1 -0.545098039215686336333988 -0.6941176470588235059011595 0.9270098381158378142430365" Performance="18.24901890555991812448156 0.3688000000000000166977543 0.5 0.5 0.3688000000000000166977543 0.8524945770065075478783001 0 0.3688000000000000166977543 21.40660996301048868417638 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9674324700847649616264334 0.2627450980392156409948257 -1 -0.8352941176470588535707407 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.5137254901960783826098123 -0.5764705882352940680135589 -0.545098039215686336333988 1 1" Performance="17.57977687299856484060001 0.415999999999999980904164 0.5 0.5 0.415999999999999980904164 0.8288461538461538991029443 0 0.415999999999999980904164 21.20993961475464573140925 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5686274509803921350936662 -0.866666666666666696272614 -1 -0.9215686274509804487564679 -0.9686274509803921572981267 -0.9868773202970624325303106" Chromosome2="1 0.411764705882353032606602 0.8588235294117647633527213 -0.4666666666666666740681535 1 -0.5058823529411764496899195 -0.6705882352941177071414813 0.9885877702012657586294608" Performance="16.85285297643333279893341 0.4819999999999999840127884 0.5 0.5 0.4819999999999999840127884 0.8024896265560166330743641 0 0.4819999999999999840127884 21.00071130982643907714191 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.238356221307885807192406 0.5764705882352940680135589 -0.8274509803921568096285455 -0.9686274509803921572981267 -1 -1 -1" Chromosome2="0.199999999999999955591079 0.395423868708910164482262 0.8509803921568628304328286 -0.6392156862745097534173055 -0.5843137254901960009334516 1 1 1" Performance="18.12863435695173919270928 0.3307999999999999829469743 0.5 0.5 0.3307999999999999829469743 0.864570737605804162662082 0 0.3307999999999999829469743 20.96836449398473689598177 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5686274509803921350936662 -0.8088230748076691289938367 -0.9686274509803921572981267 -1 -0.9529411764705881804360388 -1" Chromosome2="1 0.411764705882353032606602 0.8980392156862744279521849 -0.6252182527587393234824731 -0.5843137254901960009334516 1 -0.7019607843137254388210522 1" Performance="17.69319124615219607221661 0.364400000000000001687539 0.5 0.5 0.364400000000000001687539 0.8463227222832052643042289 0 0.364400000000000001687539 20.90596267865713642208902 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8352941176470588535707407 -0.9433413387626584656331374 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6392156862745097534173055 -0.5137254901960783826098123 -0.545098039215686336333988 -0.7145519801471416077021104 1" Performance="17.1161869989775894396189 0.3808000000000000273558953 0.5 0.5 0.3808000000000000273558953 0.8329831932773109626211294 0 0.3808000000000000273558953 20.54805803660361007700885 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.447412282318610299292061 -1 -1 -0.8274509803921568096285455 -1 -0.8431372549019607864906334 -0.960784313725490224378234 -1" Chromosome2="0.2742046095963923679761365 1 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="16.5523374643717566812029 0.4339999999999999968913755 0.5 0.5 0.4339999999999999968913755 0.81013824884792628999719 0 0.4339999999999999968913755 20.43149732519153261023348 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="34.96000000000000085265128">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="90" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.9926317844900393039253572 0.1634777310286081308809969 0.5711410156801448589902748 -0.8721171204191752179823993 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -0.9716737068258225473726952" Chromosome2="1 0.4108887646602941146056764 0.8704100151810257868234544 -0.5949693325943514743414653 -0.4651592677714777579467409 -0.3725490196078431459625335 1 1" Performance="22.25148008647805042414802 0.4424000000000000154543045 0.4828000000000000069277917 0.4828000000000000069277917 0.4424000000000000154543045 0.8679927667269439206521042 0 0.4424000000000000154543045 25.63555934962992211012534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.188584888518604276708146 0.5606269982172176202794844 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -0.9716737068258225473726952" Chromosome2="1 0.4190118662776513569490078 0.9023053986640178214528873 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 0.9666682518646121380356817 1" Performance="21.31389939535247535218332 0.4415999999999999925393013 0.4828000000000000069277917 0.4828000000000000069277917 0.4415999999999999925393013 0.8568840579710145233249818 0 0.4415999999999999925393013 24.87372614425912331626023 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5347735859753162124263781 -0.8700476266248395873503796 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -1" Chromosome2="1 0.4274509803921568984463875 0.8767443502365667162834484 -0.6281904420715894721283235 -0.4651592677714777579467409 -0.3725490196078431459625335 0.983189846190517080515292 1" Performance="21.2136617546496566433234 0.4440000000000000057731597 0.4828000000000000069277917 0.4828000000000000069277917 0.4440000000000000057731597 0.8549549549549549931626302 0 0.4440000000000000057731597 24.812607531781999625764 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5347735859753162124263781 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -1" Chromosome2="1 0.4274509803921568984463875 0.8767443502365667162834484 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 1 1" Performance="20.79371057643965770012073 0.4444000000000000172306613 0.4828000000000000069277917 0.4828000000000000069277917 0.4444000000000000172306613 0.8496849684968497129489151 0 0.4444000000000000172306613 24.47225895172082488215892 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9918826763488112208122516 0.2235294117647059763953621 0.5347735859753162124263781 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -1" Chromosome2="1 0.4274509803921568984463875 0.8767443502365667162834484 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 1 1" Performance="20.79371057643965770012073 0.4444000000000000172306613 0.4828000000000000069277917 0.4828000000000000069277917 0.4444000000000000172306613 0.8496849684968497129489151 0 0.4444000000000000172306613 24.47225895172082488215892 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.970122512825059124530469 0.2235294117647059763953621 0.5347735859753162124263781 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -1" Chromosome2="0.9970906963571906089782715 0.4274509803921568984463875 0.8767443502365667162834484 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 0.983189846190517080515292 1" Performance="20.79371057643965770012073 0.4444000000000000172306613 0.4828000000000000069277917 0.4828000000000000069277917 0.4444000000000000172306613 0.8496849684968497129489151 0 0.4444000000000000172306613 24.47225895172082488215892 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.970122512825059124530469 0.2235294117647059763953621 0.5347735859753162124263781 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -0.9891520867554041140934373" Chromosome2="0.9970906963571906089782715 0.4274509803921568984463875 0.8767443502365667162834484 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 0.983189846190517080515292 1" Performance="20.79371057643965770012073 0.4444000000000000172306613 0.4828000000000000069277917 0.4828000000000000069277917 0.4444000000000000172306613 0.8496849684968497129489151 0 0.4444000000000000172306613 24.47225895172082488215892 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8738609170117150881651469 -0.8876308728301642858582454 -0.9921568627450980670801073 -0.9801969719588333740389885 -0.9992223713711342325538567" Chromosome2="1 1 0.8588235294117647633527213 -0.6117971211617491134049374 -0.4651592677714777579467409 -0.3725490196078431459625335 0.9767586350645737214293263 0.9868766017367734955101355" Performance="20.79853299048358650225055 0.4344000000000000083488771 0.4828000000000000069277917 0.4828000000000000069277917 0.4344000000000000083488771 0.8526703499079190118337124 0 0.4344000000000000083488771 24.39223199531876318246759 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.8865876900320429632174069 -0.8876308728301642858582454 -0.9921568627450980670801073 -1 -0.9716737068258225473726952" Chromosome2="1 0.4509803921568626972060656 0.8588235294117647633527213 -0.6399263340883291073524219 -0.4651592677714777579467409 -0.3725490196078431459625335 1 1" Performance="20.33895421863003249995927 0.4096000000000000196287431 0.4828000000000000069277917 0.4828000000000000069277917 0.4096000000000000196287431 0.8544921875 0 0.4096000000000000196287431 23.80238756557388768442252 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.866666666666666696272614 -0.8797805672718973513113383 -0.9921568627450980670801073 -0.9801969719588333740389885 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6156862745098039546576274 -0.4680518286050348586435632 -0.3725490196078431459625335 0.9767586350645737214293263 1" Performance="20.29131018361177396513995 0.4116000000000000214050999 0.4828000000000000069277917 0.4828000000000000069277917 0.4116000000000000214050999 0.8532555879494655437511597 0 0.4116000000000000214050999 23.78104576188669128100628 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5215878833163847261289447 0.1939090048326528037403449 0.5843137254901960009334516 -1 -0.8731619350904343823671638 -0.9978535149631828637950548 -0.9921568627450980670801073 -0.9435617807321250438690186" Chromosome2="0.0854096076354932398633224 0.4144945538936450901701392 0.8509803921568628304328286 1 -0.5803769990436585812787484 0.9492863188016003039848556 -0.4117647058823529215842996 1" Performance="20.94602265700125798275621 0.3260000000000000119904087 0.4828000000000000069277917 0.4828000000000000069277917 0.3260000000000000119904087 0.8932515337423312384856899 0 0.3260000000000000119904087 23.44918745254948788669935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -0.9949019014293227769485384 -0.8815275354417110298399507 -0.9324043290077836942941758 -1" Chromosome2="1 0.4039215686274508776421044 1 1 -0.5728263470696914883006912 -0.5458196991561380384538893 -0.6452543599695406140170917 1" Performance="20.08370806281110532154344 0.3679999999999999937827511 0.4828000000000000069277917 0.4828000000000000069277917 0.3679999999999999937827511 0.8652173913043478270523678 0 0.3679999999999999937827511 23.21232590174147958350659 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5089326963502897038793549 0.204178905012820016695585 -1 -0.933509572759044892187319 -0.9921568627450980670801073 -1 -0.936858481494709849357605 -0.9050418678671121597290039" Chromosome2="0.326631429806340412014265 0.390161390470832092347564 1 -0.55846146018262587951142 -0.5764705882352940680135589 1 1 0.8437867075618770140721381" Performance="19.6962199172712182360101 0.3815999999999999947597473 0.4828000000000000069277917 0.4828000000000000069277917 0.3815999999999999947597473 0.8553459119496855667108548 0 0.3815999999999999947597473 23.02719828563326132098155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2093014570381251937547518 -1 -0.8352941176470588535707407 -0.9793100408208903484563734 -0.9118304023048932061001892 -0.9372549019607843145962534 -0.9526625069210657992258007" Chromosome2="1 0.421791205559085835563593 1 -0.6156862745098039546576274 1 -0.39084246777153264229554 -0.6313725490196078204974128 1" Performance="18.93633466377737661900937 0.4580000000000000182076576 0.4828000000000000069277917 0.4828000000000000069277917 0.4580000000000000182076576 0.8227074235807860791425128 0 0.4580000000000000182076576 23.01709468155530302624356 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.97391871718822842218799 0.2470588235294117751550402 -1 -1 -0.9921568627450980670801073 -0.899664740168333532110978 -0.9314203297488604649245758 -1" Chromosome2="0.9899831793071436347730696 0.4039215686274508776421044 1 1 -0.5764705882352940680135589 -0.5184354667367798707999782 -0.6272382947103305461666878 1" Performance="19.73165194630012564402932 0.37640000000000001234568 0.4828000000000000069277917 0.4828000000000000069277917 0.37640000000000001234568 0.8575982996811901681866175 0 0.37640000000000001234568 23.0080352930215852325091 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2093014570381251937547518 -1 -0.8352941176470588535707407 -1 -0.9023768322559918564351733 -0.9372549019607843145962534 -0.9526625069210657992258007" Chromosome2="0.9704220438949190397082134 0.421791205559085835563593 1 -0.6156862745098039546576274 1 -0.40350459354508316778265 -0.6313725490196078204974128 1" Performance="18.83996923205493700947954 0.4587999999999999856115096 0.4828000000000000069277917 0.4828000000000000069277917 0.4587999999999999856115096 0.821272885789014805979491 0 0.4587999999999999856115096 22.93996253627071268965665 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2093014570381251937547518 -1 -0.8352941176470588535707407 -0.9908749092412129089169071 -0.9023768322559918564351733 -0.9372549019607843145962534 -0.9526625069210657992258007" Chromosome2="0.9704220438949190397082134 0.421791205559085835563593 1 -0.6156862745098039546576274 0.9986156620545668660682281 -0.40350459354508316778265 -0.6313725490196078204974128 1" Performance="18.83996923205493700947954 0.4587999999999999856115096 0.4828000000000000069277917 0.4828000000000000069277917 0.4587999999999999856115096 0.821272885789014805979491 0 0.4587999999999999856115096 22.93996253627071268965665 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 0.5137254901960783826098123 -1 -1 -0.8850616912444757566902354 -0.9251387322272051072502563 -0.9080163448578769669339295" Chromosome2="1 0.4039215686274508776421044 0.9294117647058823816763606 1 1 -0.5088600042399855638564077 -0.6052209851675437457529938 -0.6537209783415949271301315" Performance="19.42889329060545833272045 0.39400000000000001687539 0.4828000000000000069277917 0.4828000000000000069277917 0.39400000000000001687539 0.8477157360406091246574078 0 0.39400000000000001687539 22.91911364221122937578912 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2093014570381251937547518 -1 -0.8352941176470588535707407 -1 -0.9118304023048932061001892 -0.9372549019607843145962534 -0.9526625069210657992258007" Chromosome2="1 0.421791205559085835563593 1 -0.6156862745098039546576274 1 -0.39084246777153264229554 -0.6313725490196078204974128 1" Performance="18.79195917060235387907596 0.4591999999999999970690112 0.4828000000000000069277917 0.4828000000000000069277917 0.4591999999999999970690112 0.8205574912891986372187603 0 0.4591999999999999970690112 22.90145342659394955830976 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4757324870216959600277562 0.2392156862745098422351475 -1 -1 -0.8844997257176859806193647 -0.8980392156862745389744873 -0.9921568627450980670801073 -1" Chromosome2="0.03185216844725412277394838 0.4039215686274508776421044 1 -0.5913659855723381042480469 -0.5674692396038010233638715 -0.4666666666666666740681535 -0.4117647058823529215842996 1" Performance="20.59543458642237112599105 0.2919999999999999817923424 0.4828000000000000069277917 0.4828000000000000069277917 0.2919999999999999817923424 0.9041095890410958402227948 0 0.2919999999999999817923424 22.77979886073989845840515 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9982540049693651162954211 0.2325740021820465464053029 0.5686274509803921350936662 -1 -0.9717940841579346678003049 -1 -0.9372549019607843145962534 -1" Chromosome2="0.9754772260785102844238281 0.4107401433459114126200973 0.8588235294117647633527213 1 -0.5478210928439195548378393 1 -0.6313725490196078204974128 1" Performance="18.89586499729309210238171 0.4259999999999999897859482 0.4828000000000000069277917 0.4828000000000000069277917 0.4259999999999999897859482 0.830985915492957749606262 0 0.4259999999999999897859482 22.73909177640355139260464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4942224773580627950053668 0.2156862745098038214308644 0.5294117647058822484495977 -0.8352941176470588535707407 -0.9769658161637683191358406 -1 -0.9294117647058823816763606 -1" Chromosome2="0.3563192422910337331387609 0.4509803921568626972060656 0.8823529411764705621123994 -0.6156862745098039546576274 1 1 -0.6941176470588235059011595 1" Performance="18.80984445545246686037899 0.4312000000000000277111667 0.4828000000000000069277917 0.4828000000000000069277917 0.4312000000000000277111667 0.8283858998144711938138585 0 0.4312000000000000277111667 22.70662074241630534743308 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4942224773580627950053668 0.2156862745098038214308644 0.5294117647058822484495977 -0.8352941176470588535707407 -0.9769658161637683191358406 -1 -0.9294117647058823816763606 -1" Chromosome2="0.3563192422910337331387609 0.4509803921568626972060656 0.8823529411764705621123994 -0.6156862745098039546576274 1 1 -0.6941176470588235059011595 0.9824512282120330119994378" Performance="18.80984445545246686037899 0.4312000000000000277111667 0.4828000000000000069277917 0.4828000000000000069277917 0.4312000000000000277111667 0.8283858998144711938138585 0 0.4312000000000000277111667 22.70662074241630534743308 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.97391871718822842218799 0.2470588235294117751550402 -1 -1 -0.9921568627450980670801073 -0.8778081677396656345990777 -0.9324043290077836942941758 -1" Chromosome2="0.9899831793071436347730696 0.4039215686274508776421044 1 1 -0.5764705882352940680135589 -0.5072225957799030293671194 -0.6452543599695406140170917 0.9846011216927698095346955" Performance="19.46685826932972318559223 0.3628000000000000113686838 0.4828000000000000069277917 0.4828000000000000069277917 0.3628000000000000113686838 0.8588754134509372084593792 0 0.3628000000000000113686838 22.66552047532998415135808 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4942224773580627950053668 0.2156862745098038214308644 0.5294117647058822484495977 -0.8352941176470588535707407 -1 -1 -0.9294117647058823816763606 -1" Chromosome2="0.3563192422910337331387609 0.4509803921568626972060656 0.8823529411764705621123994 -0.6156862745098039546576274 1 1 -0.6941176470588235059011595 1" Performance="18.50884199058666368387094 0.4335999999999999854338739 0.4828000000000000069277917 0.4828000000000000069277917 0.4335999999999999854338739 0.8238007380073800733910616 0 0.4335999999999999854338739 22.4676200647210997374259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9642560495379960405770703 0.2470588235294117751550402 0.5058823529411764496899195 -1 -0.9607721747614185181518565 -0.8820716021086821845287318 -0.9309369435623527921919163 -1" Chromosome2="1 0.4039215686274508776421044 0.8980392156862744279521849 1 -0.5865884773325045209446671 -0.4885994448962192593377551 -0.6761535962416047595979762 1" Performance="19.4044732941904918277487 0.3423999999999999821476138 0.4828000000000000069277917 0.4828000000000000069277917 0.3423999999999999821476138 0.8656542056074766344764271 0 0.3423999999999999821476138 22.41596375145352482149974 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.577217556210626092649818 0.2392156862745098422351475 -0.9530193786351726092931358 -0.8901960784313724950322921 -1 -0.8685252174321463902728624 -0.9372549019607843145962534 -1" Chromosome2="0.2959506173511178839241609 0.4039215686274508776421044 1 -0.4666666666666666740681535 1 -0.5334609738253920374617678 -0.6313725490196078204974128 1" Performance="18.81469872025203216026057 0.3911999999999999921840299 0.4828000000000000069277917 0.4828000000000000069277917 0.3911999999999999921840299 0.8404907975460123026323345 0 0.3911999999999999921840299 22.38537147008088368238532 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5306559642156889466946268 -1 -0.9607721747614185181518565 -0.8823529411764705621123994 -0.9294117647058823816763606 -1" Chromosome2="1 0.4039215686274508776421044 0.8813222945972695177019318 1 -0.5865884773325045209446671 -0.4666666666666666740681535 -0.6941176470588235059011595 1" Performance="19.42797323230464101584403 0.3367999999999999882760449 0.4828000000000000069277917 0.4828000000000000069277917 0.3367999999999999882760449 0.868171021377672214036636 0 0.3367999999999999882760449 22.37804851108140624660336 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9982540049693651162954211 0.2050365381759597371846837 0.5686274509803921350936662 -1 -0.9717940841579346678003049 -1 -0.9372549019607843145962534 -1" Chromosome2="0.9754772260785102844238281 0.4398867438133471363670424 0.8588235294117647633527213 1 -0.5478210928439195548378393 1 -0.6313725490196078204974128 0.9912970194836026038842647" Performance="17.99824094166059396115998 0.4699999999999999733546474 0.4828000000000000069277917 0.4828000000000000069277917 0.4699999999999999733546474 0.8076595744680851174379654 0 0.4699999999999999733546474 22.28443952207713252278154 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.577217556210626092649818 0.2392156862745098422351475 -1 -0.8901960784313724950322921 -1 -0.8431372549019607864906334 -0.9372549019607843145962534 -1" Chromosome2="0.2959506173511178839241609 0.4039215686274508776421044 1 -0.4666666666666666740681535 1 -0.545098039215686336333988 -0.6313725490196078204974128 1" Performance="18.2509170040332975304409 0.3684000000000000052402527 0.4828000000000000069277917 0.4828000000000000069277917 0.3684000000000000052402527 0.8403908794788274017051322 0 0.3684000000000000052402527 21.71717643503186678799466 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4836378604758019839060523 -1 0.5843137254901960009334516 -0.866666666666666696272614 -0.8876308728301642858582454 -0.9921568627450980670801073 -0.9294117647058823816763606 -1" Chromosome2="0.3500649134025853870255673 1 0.8509803921568628304328286 -0.6156862745098039546576274 -0.4651592677714777579467409 -0.3725490196078431459625335 -0.6941176470588235059011595 1" Performance="18.35193972986890642573599 0.3532000000000000139444012 0.4828000000000000069277917 0.4828000000000000069277917 0.3532000000000000139444012 0.8471121177802944934853713 0 0.3532000000000000139444012 21.66412136560727930145731 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 -1 -0.8352941176470588535707407 -1 -0.9118304023048932061001892 -0.9372549019607843145962534 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6156862745098039546576274 1 -0.39084246777153264229554 -0.6313725490196078204974128 1" Performance="18.12799144959756958428443 0.3731999999999999761968184 0.4828000000000000069277917 0.4828000000000000069277917 0.3731999999999999761968184 0.8370846730975348704006933 0 0.3731999999999999761968184 21.65610246155509699406139 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1529411764705881360271178 0.5764705882352940680135589 -0.866666666666666696272614 -1 -0.8980392156862745389744873 -0.9213151759956922370875532 -1" Chromosome2="1 0.4901960784313725838501341 0.8509803921568628304328286 -0.6156862745098039546576274 1 -0.4274509803921568984463875 -0.6694501970593325079761371 1" Performance="18.07137061749168083224504 0.3708000000000000184741111 0.4828000000000000069277917 0.4828000000000000069277917 0.3708000000000000184741111 0.8371089536138079933991207 0 0.3708000000000000184741111 21.5878357763077168840482 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 -1 0.5764705882352940680135589 -1 -0.9686274509803921572981267 -1 -0.9246532668877227578718703 -1" Chromosome2="0.1607843137254902909916154 1 0.8509803921568628304328286 1 -0.5764705882352940680135589 1 -0.6005156876098195484203757 1" Performance="17.85107555109875221432958 0.3916000000000000036415315 0.4828000000000000069277917 0.4828000000000000069277917 0.3916000000000000036415315 0.8273748723186925557726568 0 0.3916000000000000036415315 21.57555921546380162112655 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 -1 0.5764705882352940680135589 -0.9770228879462028448443789 -0.9686274509803921572981267 -1 -0.9246532668877227578718703 -1" Chromosome2="0.1607843137254902909916154 1 0.8509803921568628304328286 0.9668323054331643406911212 -0.5764705882352940680135589 1 -0.6005156876098195484203757 1" Performance="17.85107555109875221432958 0.3916000000000000036415315 0.4828000000000000069277917 0.4828000000000000069277917 0.3916000000000000036415315 0.8273748723186925557726568 0 0.3916000000000000036415315 21.57555921546380162112655 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2156862745098038214308644 -1 -0.8352941176470588535707407 -0.8790484721506250931355453 -0.8431372549019607864906334 -1 -0.9939959110302287736971039" Chromosome2="0.199999999999999955591079 0.4509803921568626972060656 1 -0.6156862745098039546576274 -0.6111991440395960761833294 -0.545098039215686336333988 1 0.9940530403278940996258939" Performance="18.3822280160286233297029 0.3407999999999999918287585 0.4828000000000000069277917 0.4828000000000000069277917 0.3407999999999999918287585 0.8521126760563380031499037 0 0.3407999999999999918287585 21.57253205186830058437408 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2177926736579539612748135 -1 -0.8274509803921568096285455 -1 -1 -0.9372549019607843145962534 -1" Chromosome2="0.199999999999999955591079 0.4189136279704207543872485 1 -0.6235294117647058875775201 1 1 -0.6705882352941177071414813 1" Performance="17.49151498317303676799384 0.4092000000000000081712415 0.4828000000000000069277917 0.4828000000000000069277917 0.4092000000000000081712415 0.8172043010752688685371936 0 0.4092000000000000081712415 21.40409070309332051351703 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5764705882352940680135589 -1 -0.9855018487745272892652793 -1 -0.9372549019607843145962534 -1" Chromosome2="1 0.4274509803921568984463875 0.8509803921568628304328286 1 -0.5698918645537323079963699 1 -0.6705882352941177071414813 1" Performance="17.30153920236980980007502 0.4228000000000000091482377 0.4828000000000000069277917 0.4828000000000000069277917 0.4228000000000000091482377 0.8107852412488174564941801 0 0.4228000000000000091482377 21.33923796605004241655479 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 0.5686274509803921350936662 -1 -0.9550446085214447933253723 -0.8850616912444757566902354 -0.9529411764705881804360388 -0.9080163448578769669339295" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 1 -0.5643621086354265736773073 -0.5088600042399855638564077 -0.6313725490196078204974128 -0.6537209783415949271301315" Performance="17.63353905903198892701766 0.3835999999999999965361042 0.4828000000000000069277917 0.4828000000000000069277917 0.3835999999999999965361042 0.826903023983315943468142 0 0.3835999999999999965361042 21.32479692006516813762573 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8352941176470588535707407 -0.9367987476768827592721323 -0.8745098039215686291925067 -0.9130967154504121552349716 -0.9859755976819524203591527" Chromosome2="0.1921568627450980226711863 1 1 -0.6156862745098039546576274 -0.5685010783256801980556361 -0.4901960784313725838501341 -0.3307852034329199497619811 -0.5906894010729064614650952" Performance="17.59823856422218568695826 0.3748000000000000220268248 0.4828000000000000069277917 0.4828000000000000069277917 0.3748000000000000220268248 0.8292422625400213131996452 0 0.3748000000000000220268248 21.22207147319972619925466 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 0.5686274509803921350936662 -0.8352941176470588535707407 -1 -0.8431372549019607864906334 -0.9230017625382153090285442 -1" Chromosome2="0.3254901960784313263985723 1 0.8588235294117647633527213 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.6618915767177402376120199 1" Performance="17.83084183916525233826178 0.3512000000000000121680443 0.4828000000000000069277917 0.4828000000000000069277917 0.3512000000000000121680443 0.8405466970387244218798628 0 0.3512000000000000121680443 21.21338636150012391112796 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -0.8431372549019607864906334 -0.9294117647058823816763606 -0.9081668872951685900218877" Chromosome2="1 1 1 -0.6156862745098039546576274 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6941176470588235059011595 -0.6921410460322289237566906" Performance="17.75079615049748582578104 0.3568000000000000060396133 0.4828000000000000069277917 0.4828000000000000069277917 0.3568000000000000060396133 0.8374439461883408375442173 0 0.3568000000000000060396133 21.19639915159806875522008 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8352941176470588535707407 -1 -0.9921568627450980670801073 -0.9294117647058823816763606 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6156862745098039546576274 -0.4787391372010403323145056 -0.3725490196078431459625335 -0.6941176470588235059011595 1" Performance="17.76587207948983859751024 0.3387999999999999900524017 0.4828000000000000069277917 0.4828000000000000069277917 0.3387999999999999900524017 0.8441558441558441039376248 0 0.3387999999999999900524017 21.04572538647257928801082 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2392156862745098422351475 -1 -0.8274509803921568096285455 -0.9086775716394186463986671 -1 -0.9372549019607843145962534 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.6156862745098039546576274 1 1 -0.6705882352941177071414813 1" Performance="17.75517726799239071056036 0.3371999999999999997335465 0.4828000000000000069277917 0.4828000000000000069277917 0.3371999999999999997335465 0.8446026097271648325204296 0 0.3371999999999999997335465 21.02193038892919574323059 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1.066192534143220793652063 0.2143339392744383897770888 -1 -1 -0.9450980392156862475161461 -0.9717418492104448191071242 -1 -1" Chromosome2="2.691508297045028363925212 0.428333369648160711129492 1 -0.5913659855723381042480469 -0.5843137254901960009334516 -0.5664110213995744436132895 1 1" Performance="16.82589173792986514399672 0.4255999999999999783284466 0.4828000000000000069277917 0.4828000000000000069277917 0.4255999999999999783284466 0.8035714285714286031492293 0 0.4255999999999999783284466 20.93888749609049781952308 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3961073296616353101029517 0.2470588235294117751550402 -1 -1 -1 -0.8431372549019607864906334 -0.9372549019607843145962534 -1" Chromosome2="0.1709841906415676959785088 0.4039215686274508776421044 1 1 1 -0.545098039215686336333988 -0.6313725490196078204974128 1" Performance="17.75818258806713600961302 0.3171999999999999819699781 0.4828000000000000069277917 0.4828000000000000069277917 0.3171999999999999819699781 0.8524590163934425701697251 0 0.3171999999999999819699781 20.83171418984798961560045 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8274509803921568096285455 -0.9970997328935661263571433 -1 -0.9372549019607843145962534 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6156862745098039546576274 -0.565198999405852053889987 1 -0.6705882352941177071414813 1" Performance="17.53421068577954500256055 0.3291999999999999926281191 0.4828000000000000069277917 0.4828000000000000069277917 0.3291999999999999926281191 0.8444714459295261654858678 0 0.3291999999999999926281191 20.76353294157779316719825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -0.9529411764705881804360388 -1" Chromosome2="1 0.4509803921568626972060656 0.9980166426839980342577974 -0.6156862745098039546576274 -0.5764705882352940680135589 1 -0.6313725490196078204974128 1" Performance="15.75679596489329625796927 0.4919999999999999928945726 0.4828000000000000069277917 0.4828000000000000069277917 0.4919999999999999928945726 0.7731707317073170937504756 0 0.4919999999999999928945726 20.37945219434148569348508 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8274509803921568096285455 -1 -0.8745098039215686291925067 -0.9372549019607843145962534 -1" Chromosome2="1 1 1 -0.6235294117647058875775201 1 -0.4823529411764705399079389 -0.6313725490196078204974128 0.9182143893447660687456846" Performance="16.07820639557257891283371 0.4331999999999999739763723 0.4828000000000000069277917 0.4828000000000000069277917 0.4331999999999999739763723 0.7913204062788550263718435 0 0.4331999999999999739763723 20.31820014749720115787568 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9798695856112648039371038 -0.8274509803921568096285455 -1 -0.8745098039215686291925067 -0.9372549019607843145962534 -1" Chromosome2="1 1 0.9780515914528884469092418 -0.6235294117647058875775201 1 -0.4823529411764705399079389 -0.6313725490196078204974128 0.9182143893447660687456846" Performance="16.07820639557257891283371 0.4331999999999999739763723 0.4828000000000000069277917 0.4828000000000000069277917 0.4331999999999999739763723 0.7913204062788550263718435 0 0.4331999999999999739763723 20.31820014749720115787568 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="35.04999999999999715782906">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="92" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -1 -0.9126978968639912759286403 -0.9787678622580934240104966 -0.9706247893214046129628514 -1" Chromosome2="1 0.4039215686274508776421044 1 1 -0.5567481857359262154005819 -0.5564964800740039851945085 -0.7007398425015658460779377 1" Performance="22.8191781499304404690065 0.4000000000000000222044605 0.5020000000000000017763568 0.5020000000000000017763568 0.4000000000000000222044605 0.9020000000000000239808173 0 0.4000000000000000222044605 25.29842366954594368166909 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9981008617000447502576321 0.2627450980392156409948257 -1 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8805742917792396262655075 -0.9781024786899341627588456 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5553446571735263237457048 -0.5917273032077241534665291 1" Performance="22.75639695369462600638144 0.4003999999999999781508109 0.5020000000000000017763568 0.5020000000000000017763568 0.4003999999999999781508109 0.9010989010989011172014784 0 0.4003999999999999781508109 25.25405027788061929072683 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8901960784313724950322921 -0.9781024786899341627588456 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5686274509803921350936662 -0.5917273032077241534665291 1" Performance="22.68620757145236765950358 0.3887999999999999789501715 0.5020000000000000017763568 0.5020000000000000017763568 0.3887999999999999789501715 0.9043209876543210068433609 0 0.3887999999999999789501715 25.08645478890978353092578 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9981008617000447502576321 0.2627450980392156409948257 -0.9938640615204349382239002 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8901960784313724950322921 -0.9781024786899341627588456 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5686274509803921350936662 -0.5917273032077241534665291 1" Performance="22.68620757145236765950358 0.3887999999999999789501715 0.5020000000000000017763568 0.5020000000000000017763568 0.3887999999999999789501715 0.9043209876543210068433609 0 0.3887999999999999789501715 25.08645478890978353092578 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -0.9930012653557918067548371 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8901960784313724950322921 -0.9878868883402617262490253 -1" Chromosome2="1 0.4039215686274508776421044 0.9825758379048261659249874 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5686274509803921350936662 -0.5951869940640880374260746 1" Performance="22.68620757145236765950358 0.3887999999999999789501715 0.5020000000000000017763568 0.5020000000000000017763568 0.3887999999999999789501715 0.9043209876543210068433609 0 0.3887999999999999789501715 25.08645478890978353092578 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8901960784313724950322921 -0.9905998091304711872240318 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5686274509803921350936662 -0.5774065110978543469144597 0.9782827595462564307382536" Performance="22.5583026445913077395744 0.3896000000000000018651747 0.5020000000000000017763568 0.5020000000000000017763568 0.3896000000000000018651747 0.9024640657084188610781439 0 0.3896000000000000018651747 24.99634445487136957808616 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8901960784313724950322921 -0.8834898456791111520658433 -0.8901960784313724950322921 -0.9905998091304711872240318 -0.9884370981135229827785338" Chromosome2="0.9955198384564498681470468 0.4039215686274508776421044 1 -0.4745098039215686069880462 -0.4012129668617842592759359 -0.5686274509803921350936662 -0.5774065110978543469144597 1" Performance="22.5583026445913077395744 0.3896000000000000018651747 0.5020000000000000017763568 0.5020000000000000017763568 0.3896000000000000018651747 0.9024640657084188610781439 0 0.3896000000000000018651747 24.99634445487136957808616 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 0.5294117647058822484495977 -0.9015399704084676724136216 -0.8893391353388627740272909 -1 -0.9337722810947037821449612 -0.9393616152757948700724455" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 0.9294117647058823816763606 -0.5240529063942969134615169 0.3861973813424508517044842 1 -0.7029364819668866282142972 1" Performance="22.04624422183224297100423 0.3860000000000000097699626 0.5020000000000000017763568 0.5020000000000000017763568 0.3860000000000000097699626 0.8974093264248704793217826 0 0.3860000000000000097699626 24.56654234880844711597092 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 0.5294117647058822484495977 -0.9015399704084676724136216 -0.8893391353388627740272909 -0.9748777777871542316034947 -0.9337722810947037821449612 -0.9393616152757948700724455" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 0.9294117647058823816763606 -0.5240529063942969134615169 0.3861973813424508517044842 0.9920093835119092595675738 -0.7029364819668866282142972 1" Performance="22.04624422183224297100423 0.3860000000000000097699626 0.5020000000000000017763568 0.5020000000000000017763568 0.3860000000000000097699626 0.8974093264248704793217826 0 0.3860000000000000097699626 24.56654234880844711597092 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.47002176908666598587061 0.2627450980392156409948257 0.5294117647058822484495977 -0.8823529411764705621123994 -0.8893391353388627740272909 -1 -0.9863769092495801027453695 -1" Chromosome2="0.2194147649611911665701314 0.4039215686274508776421044 0.9294117647058823816763606 -0.5137254901960783826098123 0.3861973813424508517044842 1 -0.6964806837154262630917856 1" Performance="21.68984984712161434572408 0.3887999999999999789501715 0.5020000000000000017763568 0.5020000000000000017763568 0.3887999999999999789501715 0.8919753086419752730051869 0 0.3887999999999999789501715 24.316648271513507495456 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -1 -0.9359466530519592319947719 -0.960784313725490224378234 -0.9237856566114014400525889 -1" Chromosome2="1 0.4039215686274508776421044 1 1 -0.5378440702900143532971811 -0.545098039215686336333988 -0.6889845307678045260857402 0.992407166346345293028719" Performance="21.32274274184324980296878 0.3864000000000000212274642 0.5020000000000000017763568 0.5020000000000000017763568 0.3864000000000000212274642 0.8881987577639751663127754 0 0.3864000000000000212274642 24.00672434571163194050314 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -1 -0.9359466530519592319947719 -0.960784313725490224378234 -0.9237856566114014400525889 -1" Chromosome2="0.9807552204705601850420749 0.4039215686274508776421044 1 1 -0.5378440702900143532971811 -0.545098039215686336333988 -0.6889845307678045260857402 0.992407166346345293028719" Performance="21.32274274184324980296878 0.3864000000000000212274642 0.5020000000000000017763568 0.5020000000000000017763568 0.3864000000000000212274642 0.8881987577639751663127754 0 0.3864000000000000212274642 24.00672434571163194050314 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5158937178040836624148824 0.2627450980392156409948257 0.4192326784973927633615176 -0.8469101424665511634870541 -0.9921568627450980670801073 -0.9043165009196031389748782 -1 -0.9441800825725666923560198" Chromosome2="0.2132656577024973909573191 0.4039215686274508776421044 1 -0.6337497090498188656582101 -0.5137254901960783826098123 -0.5486385069142117876239695 1 -0.6700840415198262567386678" Performance="20.62538862330776723297276 0.415200000000000013500312 0.5020000000000000017763568 0.5020000000000000017763568 0.415200000000000013500312 0.8699421965317919447358008 0 0.415200000000000013500312 23.70891848393517520321438 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4696620510386351199372257 -1 0.5529411764705882692538808 -0.9453878572895464404979293 -0.9693015934584930937134573 -1 -0.9114777290864902736799991 -1" Chromosome2="0.2856842621711864205202858 1 0.8588235294117647633527213 -0.6852355002863881328067919 0.9573473240690930641250134 0.8958854021038860082626343 -0.4563482436844531475728104 1" Performance="20.58675500954121417862552 0.3784000000000000141220369 0.5020000000000000017763568 0.5020000000000000017763568 0.3784000000000000141220369 0.8816067653276955518037994 0 0.3784000000000000141220369 23.35140316429974660650259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2245742913151027309037744 0.5294117647058822484495977 -0.8308218537696415717519471 -1 -0.960784313725490224378234 -0.960784313725490224378234 -1" Chromosome2="0.3254901960784313263985723 0.4244880695215073607151623 0.9294117647058823816763606 -0.6671741495776181141152961 1 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="20.13916524480073633185384 0.4192000000000000170530257 0.5020000000000000017763568 0.5020000000000000017763568 0.4192000000000000170530257 0.8625954198473282374948212 0 0.4192000000000000170530257 23.34717386786633852580053 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2245742913151027309037744 0.5294117647058822484495977 -0.8308218537696415717519471 -1 -0.960784313725490224378234 -0.960784313725490224378234 -1" Chromosome2="0.3254901960784313263985723 0.4244880695215073607151623 0.9294117647058823816763606 -0.6671741495776181141152961 1 -0.545098039215686336333988 -0.7019607843137254388210522 0.9968520975225183544665697" Performance="20.13916524480073633185384 0.4192000000000000170530257 0.5020000000000000017763568 0.5020000000000000017763568 0.4192000000000000170530257 0.8625954198473282374948212 0 0.4192000000000000170530257 23.34717386786633852580053 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.844828811988256100917738 -1 -0.9903080972455122754638523 -0.9686274509803921572981267 -0.9818277252672971133762303" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 1 -0.5231237304615056205037149 1 -0.5684250847599308098523352 -0.7019607843137254388210522 0.9893359752442640875358393" Performance="20.23554705591474345283132 0.3920000000000000150990331 0.5020000000000000017763568 0.5020000000000000017763568 0.3920000000000000150990331 0.8724489795918367596172516 0 0.3920000000000000150990331 23.19396036818298156845231 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9795307024820324448555198 0.2769175036985926929844481 -1 -0.889571473272895651973613 -0.9686274509803921572981267 -0.8901960784313724950322921 -1 -1" Chromosome2="0.9777370803058147430419922 0.4184057217226174740787314 1 -0.6695590879021011687655118 -0.5921568627450980448756468 -0.5686274509803921350936662 1 1" Performance="20.59238153671997295646179 0.3592000000000000192734717 0.5020000000000000017763568 0.5020000000000000017763568 0.3592000000000000192734717 0.8886414253897549908600695 0 0.3592000000000000192734717 23.17288047615856783068011 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8209164094607696027239285 -1 -1 -0.9529411764705881804360388 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6980188174040793391839088 -0.5385067035389297096514838 1 -0.733333333333333392545228 1" Performance="20.22488083358900112784795 0.3840000000000000079936058 0.5020000000000000017763568 0.5020000000000000017763568 0.3840000000000000079936058 0.875 0 0.3840000000000000079936058 23.1141495241017160822139 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9966248684887135667054281 0.2470588235294117751550402 -1 -0.8381525413424995019084918 -1 -1 -0.9529411764705881804360388 -1" Chromosome2="0.9843715184441442778151554 0.4352941176470588313662802 1 -0.6875086965702216224016752 -0.5385067035389297096514838 1 -0.733333333333333392545228 1" Performance="20.03141006456337791519218 0.3987999999999999878319557 0.5020000000000000017763568 0.5020000000000000017763568 0.3987999999999999878319557 0.8676028084252758176830866 0 0.3987999999999999878319557 23.08822639811524624064987 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.844828811988256100917738 -1 -0.9835542365975705747516145 -0.9686274509803921572981267 -1" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 1 -0.5231237304615056205037149 1 -0.5517077331117540284211032 -0.7019607843137254388210522 1" Performance="19.8394569337938264652621 0.4072000000000000063948846 0.5020000000000000017763568 0.5020000000000000017763568 0.4072000000000000063948846 0.8624754420432220181069738 0 0.4072000000000000063948846 23.00292387084523326734598 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4425536881474887440646171 -1 0.5423669235469901206414534 -0.904791300532901021647092 -1 -1 -0.9281756656652565551368639 -1" Chromosome2="0.2808705638217574573900492 1 0.8464924241968435625338429 -0.7098778528133955489920481 1 0.8958854021038860082626343 -0.4695139894458214557815268 1" Performance="19.97432562732554472972879 0.3900000000000000133226763 0.5020000000000000017763568 0.5020000000000000017763568 0.3900000000000000133226763 0.8697435897435897844687247 0 0.3900000000000000133226763 22.9657635455688726722201 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5158937178040836624148824 0.2627450980392156409948257 0.4192326784973927633615176 -0.8588235294117647633527213 -0.9921568627450980670801073 -0.8901960784313724950322921 -1 -1" Chromosome2="0.2132656577024973909573191 0.4039215686274508776421044 1 -0.6470588235294116863371983 -0.5137254901960783826098123 -0.5686274509803921350936662 1 1" Performance="19.89113549202758335354702 0.3760000000000000008881784 0.5020000000000000017763568 0.5020000000000000017763568 0.3760000000000000008881784 0.8734042553191488922337271 0 0.3760000000000000008881784 22.77425988124960909431138 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4332734115509425665280219 0.2627450980392156409948257 -1 -1 -1 -0.8901960784313724950322921 -0.9686274509803921572981267 -1" Chromosome2="0.3436568129106479241308136 0.4039215686274508776421044 1 1 1 -0.5686274509803921350936662 -0.7019607843137254388210522 1" Performance="19.42102819488712128759289 0.4020000000000000239808173 0.5020000000000000017763568 0.5020000000000000017763568 0.4020000000000000239808173 0.858706467661691563719728 0 0.4020000000000000239808173 22.6166087321686646305352 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4709807461036533138276639 0.2627450980392156409948257 0.5529411764705882692538808 -0.8359486802876775479731464 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="0.3127002766996018201517415 0.4039215686274508776421044 0.8588235294117647633527213 -0.6735879979930281535871472 1 1 -0.4274509803921568984463875 1" Performance="19.43112869144337295779223 0.3991999999999999992894573 0.5020000000000000017763568 0.5020000000000000017763568 0.3991999999999999992894573 0.8597194388777554818759086 0 0.3991999999999999992894573 22.60170913060662911675536 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.889571473272895651973613 -0.9686274509803921572981267 -0.8901960784313724950322921 -1 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6695590879021011687655118 -0.5921568627450980448756468 -0.5686274509803921350936662 1 1" Performance="19.85010115002277686357957 0.351600000000000023625546 0.5020000000000000017763568 0.5020000000000000017763568 0.351600000000000023625546 0.8816837315130831020937308 0 0.351600000000000023625546 22.51385665918712319921724 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5529411764705882692538808 -1 -0.9843137254901961341602146 -1 -0.9374145963414894922038911 -1" Chromosome2="1 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5843137254901960009334516 0.991082780595336609863466 -0.6754175786407813353307006 1" Performance="19.13624071793513081729543 0.3860000000000000097699626 0.5020000000000000017763568 0.5020000000000000017763568 0.3860000000000000097699626 0.8601036269430051284246019 0 0.3860000000000000097699626 22.24876179856313385130306 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5529411764705882692538808 -1 -0.9843137254901961341602146 -1 -0.9436295539481577288043468 -1" Chromosome2="1 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5843137254901960009334516 1 -0.6919140830907912764757839 1" Performance="18.95028515144676006798363 0.3987999999999999878319557 0.5020000000000000017763568 0.5020000000000000017763568 0.3987999999999999878319557 0.8535606820461384414144845 0 0.3987999999999999878319557 22.20145040657158475028154 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2325455338201101729289633 0.5294117647058822484495977 -0.8196078431372548767086528 -0.9692885886549073015672207 -0.9031685034141820889175278 -1 -1" Chromosome2="1 0.4471767775371648934168434 0.9294117647058823816763606 -0.6627450980392156631992862 -0.5140937995585593833780536 0.9707276870441787774979048 -0.2964458720630729349210242 -0.5279383856145775100188189" Performance="18.75431914238414776718855 0.4139999999999999791278071 0.5020000000000000017763568 0.5020000000000000017763568 0.4139999999999999791278071 0.8463768115942028602560754 0 0.4139999999999999791278071 22.15835652096757257822901 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.9253357884248877285315871 -0.9827754431432870196871932" Chromosome2="1 1 0.8431372549019606754683309 -0.6549019607843137302793934 -0.5764705882352940680135589 1 -0.6941104715458707996589283 -0.6229352929068504574061649" Performance="19.2281682553349249076291 0.3588000000000000078159701 0.5020000000000000017763568 0.5020000000000000017763568 0.3588000000000000078159701 0.870680044593088120485902 0 0.3588000000000000078159701 22.08408056982769096521224 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 0.4192326784973927633615176 -0.8588235294117647633527213 -1 -0.9319423704972149558045658 -1 -1" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 1 -0.6470588235294116863371983 1 0.8963043997720093747361148 1 1" Performance="18.37707511092902024074647 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 0.8419010669253151890600861 0 0.4123999999999999888089519 21.82806963060808769228061 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 0.501514222975587897757066 -0.8116409722313868702059381 -1 -0.8823529411764705621123994 -0.9136780612097651355085759 -0.9708865332151097593538225" Chromosome2="0.3254901960784313263985723 1 0.8928962460621102659175108 -0.6827058891731633272215163 1 -0.5686274509803921350936662 -0.6941810871771925128825842 0.9327123509054737748869002" Performance="19.15239291146174949176384 0.3291999999999999926281191 0.5020000000000000017763568 0.5020000000000000017763568 0.3291999999999999926281191 0.8809234507897933941222846 0 0.3291999999999999926281191 21.74126809121796100043866 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8196078431372548767086528 -1 -0.8431372549019607864906334 -0.9921568627450980670801073 -0.9156129375505484002673029" Chromosome2="1 0.4274509803921568984463875 1 -0.6627450980392156631992862 1 -0.5843137254901960009334516 -0.545098039215686336333988 -0.7089689444072567736654378" Performance="18.82990645436117915778595 0.3467999999999999971578291 0.5020000000000000017763568 0.5020000000000000017763568 0.3467999999999999971578291 0.8696655132641292196282734 0 0.3467999999999999971578291 21.65189508744183299882025 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5529411764705882692538808 -0.8588235294117647633527213 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -1" Chromosome2="1 0.4274509803921568984463875 0.9215686274509804487564679 -0.6470588235294116863371983 1 -0.5686274509803921350936662 -0.545098039215686336333988 1" Performance="18.01635707414402176596013 0.427999999999999991562305 0.5020000000000000017763568 0.5020000000000000017763568 0.427999999999999991562305 0.832710280373831768230275 0 0.427999999999999991562305 21.6358047916207674177258 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5325357227342173427331318 0.2784313725490195068346111 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -0.9830461884909248437836027" Chromosome2="0.3275108354458329262826055 0.4039215686274508776421044 1 -0.6549019607843137302793934 -0.5137254901960783826098123 1 -0.7019607843137254388210522 1" Performance="18.54426812397191781656147 0.3568000000000000060396133 0.5020000000000000017763568 0.5020000000000000017763568 0.3568000000000000060396133 0.8621076233183856407649159 0 0.3568000000000000060396133 21.51038643248758219783667 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2470588235294117751550402 0.5273252221956556962112472 -0.8274509803921568096285455 -1 -0.8785694349658180746232006 -1 -1" Chromosome2="0.3254901960784313263985723 0.4274509803921568984463875 0.9236317618256982830970969 -0.6549019607843137302793934 1 -0.5348760740956602921514218 1 0.8931736191734671592712402" Performance="17.67595825039045820403771 0.4447999999999999731770117 0.5020000000000000017763568 0.5020000000000000017763568 0.4447999999999999731770117 0.823741007194244589939558 0 0.4447999999999999731770117 21.45815019043033800016929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5686274509803921350936662 -1 -1 -0.8980392156862745389744873 -0.9921568627450980670801073 -0.9609552852026086444681141" Chromosome2="1 0.4039215686274508776421044 0.8509803921568628304328286 1 1 -0.5607843137254902021737735 -0.4274509803921568984463875 -0.7322916533865987398499442" Performance="18.29172466033169897059452 0.3655999999999999805488926 0.5020000000000000017763568 0.5020000000000000017763568 0.3655999999999999805488926 0.8555798687089715137688017 0 0.3655999999999999805488926 21.37933035747208876387049 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3254901960784313263985723 0.2627450980392156409948257 0.5456786692405448668807821 -1 -1 -0.8823529411764705621123994 -0.9529411764705881804360388 -1" Chromosome2="0.1921568627450980226711863 0.4039215686274508776421044 0.9387706115739602452663348 1 1 -0.5686274509803921350936662 -0.733333333333333392545228 1" Performance="18.71338260591023328061056 0.3276000000000000023092639 0.5020000000000000017763568 0.5020000000000000017763568 0.3276000000000000023092639 0.8754578754578754562487575 0 0.3276000000000000023092639 21.37553745361294232907312 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4336374944769867956217979 0.2549019607843137080749329 0.5529411764705882692538808 -1 -0.9686274509803921572981267 -0.960784313725490224378234 -0.9686274509803921572981267 -1" Chromosome2="0.3119256950111365389588514 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5921568627450980448756468 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="18.1317632277878360014256 0.3788000000000000255795385 0.5020000000000000017763568 0.5020000000000000017763568 0.3788000000000000255795385 0.8489968321013727781121361 0 0.3788000000000000255795385 21.35669126457099409321927 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 0.2627450980392156409948257 -1 -0.8588235294117647633527213 -1 -0.8823529411764705621123994 -1 -0.9819865337657657233805253" Chromosome2="0.1921568627450980226711863 0.4039215686274508776421044 1 -0.6392156862745097534173055 1 -0.5686274509803921350936662 1 0.995448994810100296071198" Performance="18.35913752698361633974855 0.3563999999999999945821116 0.5020000000000000017763568 0.5020000000000000017763568 0.3563999999999999945821116 0.8597081930415263473221898 0 0.3563999999999999945821116 21.35508033491175083895541 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5294117647058822484495977 -0.8196078431372548767086528 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.411764705882353032606602 0.9294117647058823816763606 -0.6627450980392156631992862 -0.5137254901960783826098123 1 -0.2964458720630729349210242 -0.5279383856145775100188189" Performance="17.80358374163056822681028 0.4083999999999999852562382 0.5020000000000000017763568 0.5020000000000000017763568 0.4083999999999999852562382 0.8354554358472086050824146 0 0.4083999999999999852562382 21.31003399789544161535559 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.5294117647058822484495977 -0.8274509803921568096285455 -1 -0.841742568605159391381676 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.9294117647058823816763606 -0.6470588235294116863371983 1 -0.5400202113742671450324906 1 1" Performance="18.03054653776942117815452 0.3695999999999999841016063 0.5020000000000000017763568 0.5020000000000000017763568 0.3695999999999999841016063 0.8506493506493506551180417 0 0.3695999999999999841016063 21.19621501386634321306701 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 -1 -0.8196078431372548767086528 -0.9843137254901961341602146 -0.8901960784313724950322921 -1 -0.9977622525484273197093898" Chromosome2="0.199999999999999955591079 0.4039215686274508776421044 1 -0.6627450980392156631992862 -0.5764705882352940680135589 -0.5686274509803921350936662 1 0.9716611402955922516255782" Performance="18.8445584419076261895043 0.2995999999999999774402681 0.5020000000000000017763568 0.5020000000000000017763568 0.2995999999999999774402681 0.88918558077436582465225 0 0.2995999999999999774402681 21.19305446394716341274034 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -0.9854615151543508755338507 -0.857667760919150201637251 -0.9842117753768178101125841 -0.8901960784313724950322921 -1 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6912410317188294461843157 -0.6122965838771918800631511 -0.5686274509803921350936662 1 1" Performance="18.54539690604276103158554 0.313599999999999989874766 0.5020000000000000017763568 0.5020000000000000017763568 0.313599999999999989874766 0.8788265306122449160852739 0 0.313599999999999989874766 21.10245453459727826839298 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.5294117647058822484495977 -0.8823529411764705621123994 -1 -1 -0.9529411764705881804360388 -0.970594369185467598093453" Chromosome2="1 0.4039215686274508776421044 0.9294117647058823816763606 -0.5137254901960783826098123 1 1 -0.733333333333333392545228 0.9731036071298699852150094" Performance="17.82676988464416112378785 0.3760000000000000008881784 0.5020000000000000017763568 0.5020000000000000017763568 0.3760000000000000008881784 0.8457446808510638014411143 0 0.3760000000000000008881784 21.07819332272391577021153 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2784313725490195068346111 0.5529411764705882692538808 -1 -0.9703083596991786130558921 -1 -0.9507913054630253713028765 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5895724182879878982888044 1 -0.5930616068389643613656403 1" Performance="17.88695258249219932622509 0.3684000000000000052402527 0.5020000000000000017763568 0.5020000000000000017763568 0.3684000000000000052402527 0.8490770901194354403074271 0 0.3684000000000000052402527 21.06634696735973832915079 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2784313725490195068346111 0.5529411764705882692538808 -1 -0.9703083596991786130558921 -1 -0.9507913054630253713028765 -0.9661918023770506014358261" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5895724182879878982888044 1 -0.5930616068389643613656403 0.9888948537409305572509766" Performance="17.88695258249219932622509 0.3684000000000000052402527 0.5020000000000000017763568 0.5020000000000000017763568 0.3684000000000000052402527 0.8490770901194354403074271 0 0.3684000000000000052402527 21.06634696735973832915079 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 -1 -0.8901960784313724950322921 -1 -0.8196940392518921036923985 -0.9921568627450980670801073 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.4745098039215686069880462 1 -0.5832010256449063900774377 -0.545098039215686336333988 1" Performance="17.80668110276218030207929 0.355200000000000015720758 0.5020000000000000017763568 0.5020000000000000017763568 0.355200000000000015720758 0.8524774774774774854790849 0 0.355200000000000015720758 20.88815431869592487146292 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.453371449856537156453129 -1 -1 -0.8067843557469904780532488 -1 -0.8823529411764705621123994 -0.960784313725490224378234 -1" Chromosome2="0.2935840761489574290976634 1 1 -0.6671610969482337782920922 1 -0.5686274509803921350936662 -0.7176470588235294156831401 1" Performance="17.7197302814339678889155 0.3623999999999999999111822 0.5020000000000000017763568 0.5020000000000000017763568 0.3623999999999999999111822 0.8487858719646799166014262 0 0.3623999999999999999111822 20.87656129386108361245533 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -1 -0.8823529411764705621123994 -0.960784313725490224378234 -0.9055008278108835906294871" Chromosome2="1 0.4274509803921568984463875 1 1 1 -0.5843137254901960009334516 -0.7176470588235294156831401 -0.6923823083964720792593539" Performance="17.17827375734456651912296 0.4172000000000000152766688 0.5020000000000000017763568 0.5020000000000000017763568 0.4172000000000000152766688 0.8245445829338446941392249 0 0.4172000000000000152766688 20.83365061501207193828122 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="37.60000000000000142108547">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="93" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8911357387486431580470025 0.5686274509803921350936662 -0.8482843390836065644577957 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9637460303061597954865647 -1" Chromosome2="1 0.997626214288175106048584 0.8588235294117647633527213 -0.643266705454349274617698 -0.5265930902505038257999104 1 -0.7596383021737070917467349 0.9024248360656201839447021" Performance="21.99322023297852624068582 0.3271999999999999908517623 0.4852000000000000201616501 0.4852000000000000201616501 0.3271999999999999908517623 0.9083129584352078733644476 0 0.3271999999999999908517623 24.21326265218900886111442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946983878246762333930064 -1 0.5686274509803921350936662 -0.8551349041653377724969687 -0.8572330830819471225723305 -0.9953644080708423658165884 -0.9596389897771963051198441 -1" Chromosome2="1 0.9723499329363713972185224 0.8588235294117647633527213 -0.6213057845600544748521088 -0.540753548942095263463159 1 -0.7556718782194742356494999 1" Performance="21.54251090209676888775903 0.3503999999999999892530411 0.4852000000000000201616501 0.4852000000000000201616501 0.3503999999999999892530411 0.8926940639269406174705068 0 0.3503999999999999892530411 24.13201988521326057934857 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946983878246762333930064 -0.9944800077878599431357998 0.5686274509803921350936662 -0.8542917416090668458750201 -0.836761504358131125158593 -1 -0.9596389897771963051198441 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6391945829282281721361869 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.85136801947977147619895 0.3280000000000000137667655 0.4852000000000000201616501 0.4852000000000000201616501 0.3280000000000000137667655 0.9060975609756097837177435 0 0.3280000000000000137667655 24.11591086941239936436432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9544233917086212271030377 0.5686274509803921350936662 -0.8339998706894984348281241 -0.836761504358131125158593 -1 -0.9678882813834738252367629 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6560552060691431375261118 -0.5265930902505038257999104 1 -0.7615213856233746803070517 1" Performance="21.92739676798600712004372 0.3191999999999999837463349 0.4852000000000000201616501 0.4852000000000000201616501 0.3191999999999999837463349 0.911027568922305741594414 0 0.3191999999999999837463349 24.06886192689523085164183 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8551349041653377724969687 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6213057845600544748521088 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.50081897562399291246038 0.3300000000000000155431223 0.4852000000000000201616501 0.4852000000000000201616501 0.3300000000000000155431223 0.9006060606060606321676687 0 0.3300000000000000155431223 23.87372228114373129415071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946983878246762333930064 -1 0.5686274509803921350936662 -0.8551349041653377724969687 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6213057845600544748521088 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.50081897562399291246038 0.3300000000000000155431223 0.4852000000000000201616501 0.4852000000000000201616501 0.3300000000000000155431223 0.9006060606060606321676687 0 0.3300000000000000155431223 23.87372228114373129415071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8551349041653377724969687 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -0.9725902454247550288357615" Chromosome2="1 1 0.8588235294117647633527213 -0.6213057845600544748521088 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.50081897562399291246038 0.3300000000000000155431223 0.4852000000000000201616501 0.4852000000000000201616501 0.3300000000000000155431223 0.9006060606060606321676687 0 0.3300000000000000155431223 23.87372228114373129415071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9811310559997091784723011 -1 0.5686274509803921350936662 -0.8551349041653377724969687 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -0.9725902454247550288357615" Chromosome2="0.9745086893655251492063485 1 0.8588235294117647633527213 -0.6213057845600544748521088 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.50081897562399291246038 0.3300000000000000155431223 0.4852000000000000201616501 0.4852000000000000201616501 0.3300000000000000155431223 0.9006060606060606321676687 0 0.3300000000000000155431223 23.87372228114373129415071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9707125860692585872513405 -0.9544233917086212271030377 0.5686274509803921350936662 -0.8274509803921568096285455 -0.8448454304872454745378718 -1 -0.9767614406428379858482458 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6549019607843137302793934 -0.520700716001409658062471 1 -0.7552383819800260189580854 0.9599166307978483914098433" Performance="21.42962906557805524698779 0.3204000000000000181188398 0.4852000000000000201616501 0.4852000000000000201616501 0.3204000000000000181188398 0.9038701622971285765117955 0 0.3204000000000000181188398 23.70874707393373270747361 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9757648641813774226250189 -0.8911357387486431580470025 0.5686274509803921350936662 -0.8274509803921568096285455 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9637460303061597954865647 -1" Chromosome2="0.9994290277970080405012254 0.997626214288175106048584 0.8588235294117647633527213 -0.6549019607843137302793934 -0.5265930902505038257999104 1 -0.7596383021737070917467349 0.9024248360656201839447021" Performance="21.43014439489515510217643 0.3119999999999999995559108 0.4852000000000000201616501 0.4852000000000000201616501 0.3119999999999999995559108 0.907692307692307687183586 0 0.3119999999999999995559108 23.60948111302008811662745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8274509803921568096285455 -0.8658317744296923912372677 -1 -0.9456552738172059324739394 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6549019607843137302793934 -0.5467155973341614183524939 1 -0.6756159169954863985552151 1" Performance="20.80026432724067575463778 0.3496000000000000218491891 0.4852000000000000201616501 0.4852000000000000201616501 0.3496000000000000218491891 0.8832951945080091959994206 0 0.3496000000000000218491891 23.54848577980355983640948 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8274509803921568096285455 -0.8658317744296923912372677 -1 -0.9456552738172059324739394 -1" Chromosome2="0.9977676982607911471134798 1 0.8588235294117647633527213 -0.6549019607843137302793934 -0.5467155973341614183524939 1 -0.6756159169954863985552151 1" Performance="20.80026432724067575463778 0.3496000000000000218491891 0.4852000000000000201616501 0.4852000000000000201616501 0.3496000000000000218491891 0.8832951945080091959994206 0 0.3496000000000000218491891 23.54848577980355983640948 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9544233917086212271030377 0.5686274509803921350936662 -0.8274509803921568096285455 -0.836761504358131125158593 -1 -0.9767614406428379858482458 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6549019607843137302793934 -0.5265930902505038257999104 1 -0.7552383819800260189580854 0.9599166307978483914098433" Performance="21.28512127626427385962415 0.312800000000000022470914 0.4852000000000000201616501 0.4852000000000000201616501 0.312800000000000022470914 0.905370843989769857884653 0 0.312800000000000022470914 23.50983734186251439268744 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9658113286963531107787162 0.5686274509803921350936662 -0.8274509803921568096285455 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.6549019607843137302793934 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="21.28512127626427385962415 0.312800000000000022470914 0.4852000000000000201616501 0.4852000000000000201616501 0.312800000000000022470914 0.905370843989769857884653 0 0.312800000000000022470914 23.50983734186251439268744 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946983878246762333930064 -1 -1 -0.8594506143967738376332477 -0.836761504358131125158593 -0.9953644080708423658165884 -0.9596389897771963051198441 -1" Chromosome2="1 1 1 -0.6274103707544649299876482 -0.5265930902505038257999104 1 -0.7556718782194742356494999 1" Performance="20.54936702215845656382953 0.3356000000000000094146912 0.4852000000000000201616501 0.4852000000000000201616501 0.3356000000000000094146912 0.885578069129916545243475 0 0.3356000000000000094146912 23.20446693350060130001111 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9741751821028168389915436 -1 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="1 1 1 -0.6384557774931456375355765 -0.5664930622963988415818903 1 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="19.59090404345662506102599 0.415200000000000013500312 0.4852000000000000201616501 0.4852000000000000201616501 0.415200000000000013500312 0.8448940269749518616748674 0 0.415200000000000013500312 23.18740980285972241858872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9822395809372014285898445 -1 -0.9741751821028168389915436 -1 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="1 1 0.9753241666321512681747663 -0.6384557774931456375355765 -0.5664930622963988415818903 1 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="19.59090404345662506102599 0.415200000000000013500312 0.4852000000000000201616501 0.4852000000000000201616501 0.415200000000000013500312 0.8448940269749518616748674 0 0.415200000000000013500312 23.18740980285972241858872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9741751821028168389915436 -1 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="1 1 1 -0.6384557774931456375355765 -0.5664930622963988415818903 0.9935981296232820891844995 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="19.59090404345662506102599 0.415200000000000013500312 0.4852000000000000201616501 0.4852000000000000201616501 0.415200000000000013500312 0.8448940269749518616748674 0 0.415200000000000013500312 23.18740980285972241858872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9859179625080691788951981 -1 -0.9822395809372014285898445 -1 -0.9741751821028168389915436 -1 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="1 1 0.9753241666321512681747663 -0.6384557774931456375355765 -0.5664930622963988415818903 1 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="19.59090404345662506102599 0.415200000000000013500312 0.4852000000000000201616501 0.4852000000000000201616501 0.415200000000000013500312 0.8448940269749518616748674 0 0.415200000000000013500312 23.18740980285972241858872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.5343289670771828037132423 -1 -0.8768502076466878625282675 -0.8540198048394100904801007 -0.9921568627450980670801073 -0.9280905731320155949148898" Chromosome2="0.3254901960784313263985723 1 0.824358945300787016030597 1 1 -0.3198784541591019325856848 -0.4274509803921568984463875 -0.5915802333503962229244166" Performance="19.36710618561724572828098 0.3851999999999999868549594 0.4852000000000000201616501 0.4852000000000000201616501 0.3851999999999999868549594 0.8515057113187953774513517 0 0.3851999999999999868549594 22.74454055701147581203259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.5343289670771828037132423 -1 -0.8768502076466878625282675 -0.8540198048394100904801007 -0.9921568627450980670801073 -0.9280905731320155949148898" Chromosome2="0.3254901960784313263985723 0.9878256646130817442141847 0.824358945300787016030597 1 1 -0.3198784541591019325856848 -0.4274509803921568984463875 -0.5915802333503962229244166" Performance="19.36710618561724572828098 0.3851999999999999868549594 0.4852000000000000201616501 0.4852000000000000201616501 0.3851999999999999868549594 0.8515057113187953774513517 0 0.3851999999999999868549594 22.74454055701147581203259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.981104676905151906751712 -1 -1 -1 -0.9921568627450980670801073 -1 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="0.982672395643918505925285 1 1 -0.6384557774931456375355765 -0.5843137254901960009334516 1 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="18.82508734217674728483871 0.4063999999999999834798814 0.4852000000000000201616501 0.4852000000000000201616501 0.4063999999999999834798814 0.8375984251968503491170281 0 0.4063999999999999834798814 22.47507489970807981194412 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.981104676905151906751712 -1 -1 -1 -0.9921568627450980670801073 -0.9954427872488106343595859 -0.9142846250343371616864374 -0.9723059999942779141335336" Chromosome2="0.982672395643918505925285 1 1 -0.6384557774931456375355765 -0.5843137254901960009334516 0.9776529445609246637971523 -0.6685369938016091362342763 0.9732902587205171096584877" Performance="18.82508734217674728483871 0.4063999999999999834798814 0.4852000000000000201616501 0.4852000000000000201616501 0.4063999999999999834798814 0.8375984251968503491170281 0 0.4063999999999999834798814 22.47507489970807981194412 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9941192239759139015475853 -0.9921568627450980670801073 -1 -0.9142846250343371616864374 -1" Chromosome2="1 1 1 -0.6364551559066398134234532 -0.5843137254901960009334516 1 -0.6685369938016091362342763 1" Performance="18.77185501572325065922087 0.406799999999999994937383 0.4852000000000000201616501 0.4852000000000000201616501 0.406799999999999994937383 0.836774827925270359152421 0 0.406799999999999994937383 22.43357996591133485253522 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.8417130389161397996389269 -0.873155168677190895998308 -0.9953644080708423658165884 -0.9637460303061597954865647 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.5105793855618370180593502 -0.5478807086611753307536787 1 -0.7596383021737070917467349 0.9953130489339431230533251" Performance="19.95205103881340136240397 0.3059999999999999942268403 0.4852000000000000201616501 0.4852000000000000201616501 0.3059999999999999942268403 0.8901960784313724950322921 0 0.3059999999999999942268403 22.41309698192694810359171 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.8573468263407110212526163 -0.873155168677190895998308 -0.9953644080708423658165884 -0.9637460303061597954865647 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.4901444939494717378813959 -0.5478807086611753307536787 1 -0.7596383021737070917467349 1" Performance="19.88180824473531060903042 0.3064000000000000056843419 0.4852000000000000201616501 0.4852000000000000201616501 0.3064000000000000056843419 0.8890339425587466815059656 0 0.3064000000000000056843419 22.36338489789610761704353 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.8573468263407110212526163 -0.873155168677190895998308 -1 -0.9637460303061597954865647 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.4901444939494717378813959 -0.5478807086611753307536787 1 -0.7596383021737070917467349 1" Performance="19.88180824473531060903042 0.3064000000000000056843419 0.4852000000000000201616501 0.4852000000000000201616501 0.3064000000000000056843419 0.8890339425587466815059656 0 0.3064000000000000056843419 22.36338489789610761704353 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4315060392423879509493645 -0.9631940379992804945885609 -1 -1 -1 -0.9723373730409874404756465 -1" Chromosome2="1 0.3709378534124470050414857 1 1 1 -0.5201152992469662006413955 -0.4473384992462522968814653 -0.6467630231893863879122364" Performance="18.9896453798850686212063 0.3536000000000000254019028 0.4852000000000000201616501 0.4852000000000000201616501 0.3536000000000000254019028 0.8574660633484162408635143 0 0.3536000000000000254019028 22.14623550899525383783839 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.253728187921987480279995 -1 -0.8745098039215686291925067 -0.9073658012973284670010798 -0.8901960784313724950322921 -0.9986290172600716941175847 -1" Chromosome2="1 0.4125172360148592898276831 1 -0.4745098039215686069880462 -0.6370701702682112221864941 -0.545098039215686336333988 -0.6270179494055827529308544 1" Performance="19.16033412249406708838251 0.3387999999999999900524017 0.4852000000000000201616501 0.4852000000000000201616501 0.3387999999999999900524017 0.8654073199527745341441687 0 0.3387999999999999900524017 22.14024966132670613205846 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 0.5686274509803921350936662 -0.8165283554297524393206231 -1 -0.8901960784313724950322921 -0.9171628773909169529687802 -1" Chromosome2="0.3725490196078431459625335 0.4039215686274508776421044 0.8588235294117647633527213 -0.6830663285542315499299093 1 -0.545098039215686336333988 -0.6704468174145008507736065 1" Performance="19.84756553837958037433964 0.2879999999999999782396287 0.4852000000000000201616501 0.4852000000000000201616501 0.2879999999999999782396287 0.8972222222222222542953318 0 0.2879999999999999782396287 22.12112567745092661652961 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 0.5686274509803921350936662 -0.8165283554297524393206231 -1 -0.8901960784313724950322921 -0.9171628773909169529687802 -0.9823696108121010572844511" Chromosome2="0.3725490196078431459625335 0.4039215686274508776421044 0.8588235294117647633527213 -0.6830663285542315499299093 1 -0.545098039215686336333988 -0.6704468174145008507736065 0.9852472055496440672683889" Performance="19.84756553837958037433964 0.2879999999999999782396287 0.4852000000000000201616501 0.4852000000000000201616501 0.2879999999999999782396287 0.8972222222222222542953318 0 0.2879999999999999782396287 22.12112567745092661652961 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.8812373741279891925515244 -1 -0.8978888475798284529716398 -0.9091739718108347023672877 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.5017860536639244806167426 1 -0.5085495250133816869109182 -0.5565129264805684927708285 1" Performance="18.93727213342539172913348 0.3363999999999999768185432 0.4852000000000000201616501 0.4852000000000000201616501 0.3363999999999999768185432 0.8632580261593341131032275 0 0.3363999999999999768185432 21.9369777743949789794442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4618801183417545752618594 0.2549019607843137080749329 -1 -0.8710382620615312321277202 -1 -1 -0.9091739718108347023672877 -1" Chromosome2="0.3427878430969813483564224 0.4039215686274508776421044 1 -0.5031454651427814672715044 1 1 -0.5565129264805684927708285 1" Performance="18.65148616907859135949366 0.3519999999999999795718963 0.4852000000000000201616501 0.4852000000000000201616501 0.3519999999999999795718963 0.8534090909090908949607979 0 0.3519999999999999795718963 21.85527007828117262988599 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -1 -0.9668842379976909651162487 -1 -0.9091739718108347023672877 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 1 -0.5456532185620366348643984 1 -0.5565129264805684927708285 1" Performance="18.56485122285288014154503 0.3387999999999999900524017 0.4852000000000000201616501 0.4852000000000000201616501 0.3387999999999999900524017 0.8571428571428570952761561 0 0.3387999999999999900524017 21.65899309332836253361165 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4315060392423879509493645 -1 -1 -1 -0.8901960784313724950322921 -0.9686274509803921572981267 -1" Chromosome2="1 0.3709378534124470050414857 0.9476732905540201645777643 1 0.9888786351504295080161455 -0.545098039215686336333988 -0.7019607843137254388210522 -0.6467630231893863879122364" Performance="18.60139535994422033127194 0.3095999999999999863220523 0.4852000000000000201616501 0.4852000000000000201616501 0.3095999999999999863220523 0.8695090439276486060649063 0 0.3095999999999999863220523 21.3929866398169785668415 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.8745098039215686291925067 -1 -1 -0.9091739718108347023672877 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.4745098039215686069880462 0.9849989509830872069784391 1 -0.5565129264805684927708285 0.9655293181893371823321104" Performance="18.01955029785870721070751 0.3423999999999999821476138 0.4852000000000000201616501 0.4852000000000000201616501 0.3423999999999999821476138 0.8481308411214952824863644 0 0.3423999999999999821476138 21.2461915357672914694831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -0.9709176672001680330481577 -0.8745098039215686291925067 -1 -1 -0.9091739718108347023672877 -1" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 0.9444326713681221452389991 -0.4745098039215686069880462 1 1 -0.5565129264805684927708285 1" Performance="18.01955029785870721070751 0.3423999999999999821476138 0.4852000000000000201616501 0.4852000000000000201616501 0.3423999999999999821476138 0.8481308411214952824863644 0 0.3423999999999999821476138 21.2461915357672914694831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -0.9675937380422564570991995 -0.8745098039215686291925067 -1 -1 -0.9091739718108347023672877 -0.9748630244284868240356445" Chromosome2="0.3254901960784313263985723 0.4039215686274508776421044 1 -0.4745098039215686069880462 1 1 -0.5565129264805684927708285 0.9761150743298488974275529" Performance="18.01955029785870721070751 0.3423999999999999821476138 0.4852000000000000201616501 0.4852000000000000201616501 0.3423999999999999821476138 0.8481308411214952824863644 0 0.3423999999999999821476138 21.2461915357672914694831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4315060392423879509493645 -1 -1 -1 -1 -0.9921568627450980670801073 -0.9728880608454346656799316" Chromosome2="1 0.3709378534124470050414857 1 1 1 -0.5201152992469662006413955 -0.4274509803921568984463875 -0.6579823853647113196529972" Performance="17.70852161583129102950807 0.3623999999999999999111822 0.4852000000000000201616501 0.4852000000000000201616501 0.3623999999999999999111822 0.8366445916114790826156877 0 0.3623999999999999999111822 21.16612214240521083752355 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4315060392423879509493645 -1 -0.9830839604041293755543052 -1 -1 -0.9921568627450980670801073 -0.9728880608454346656799316" Chromosome2="1 0.3709378534124470050414857 1 1 1 -0.5201152992469662006413955 -0.4274509803921568984463875 -0.6579823853647113196529972" Performance="17.70852161583129102950807 0.3623999999999999999111822 0.4852000000000000201616501 0.4852000000000000201616501 0.3623999999999999999111822 0.8366445916114790826156877 0 0.3623999999999999999111822 21.16612214240521083752355 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4315060392423879509493645 -1 -1 -1 -1 -0.9921568627450980670801073 -0.9728880608454346656799316" Chromosome2="0.9919692425896505794113978 0.3709378534124470050414857 1 1 1 -0.5201152992469662006413955 -0.4274509803921568984463875 -0.6579823853647113196529972" Performance="17.70852161583129102950807 0.3623999999999999999111822 0.4852000000000000201616501 0.4852000000000000201616501 0.3623999999999999999111822 0.8366445916114790826156877 0 0.3623999999999999999111822 21.16612214240521083752355 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9987919231504202022264849 -0.8274509803921568096285455 -1 -1 -0.936979753979394036633721 -1" Chromosome2="1 0.4274509803921568984463875 0.9246111378073692543821949 -0.6549019607843137302793934 1 1 -0.7135690457534086261759398 1" Performance="17.61015342043992149001497 0.3675999999999999823252494 0.4852000000000000201616501 0.4852000000000000201616501 0.3675999999999999823252494 0.8335146898803046378034765 0 0.3675999999999999823252494 21.12758615324319677597487 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9987919231504202022264849 -0.8274509803921568096285455 -1 -1 -0.936979753979394036633721 -1" Chromosome2="1 0.4274509803921568984463875 0.9246111378073692543821949 -0.6549019607843137302793934 1 1 -0.7135690457534086261759398 0.9812580378622643983987928" Performance="17.61015342043992149001497 0.3675999999999999823252494 0.4852000000000000201616501 0.4852000000000000201616501 0.3675999999999999823252494 0.8335146898803046378034765 0 0.3675999999999999823252494 21.12758615324319677597487 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8911357387486431580470025 0.5686274509803921350936662 -0.8199187285679976344709985 -1 -1 -0.9380867304983457888312159 -1" Chromosome2="1 0.997626214288175106048584 0.8588235294117647633527213 -0.6796436743240109601416066 1 0.9993385342575276109045035 -0.6057130373165230396992342 0.9024248360656201839447021" Performance="16.8725386208909853280602 0.37359999999999998765432 0.4852000000000000201616501 0.4852000000000000201616501 0.37359999999999998765432 0.821199143468950731872269 0 0.37359999999999998765432 20.54622043274078180274955 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -0.9494905285537242889404297 0.5649110565753784340969901 -1 -0.909301436834834553302187 -0.8823529411764705621123994 -0.9686274509803921572981267 -1" Chromosome2="0.3254901960784313263985723 1 0.856798769507416291268953 1 -0.5978856138639869755024847 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="16.37426497533725466837495 0.3820000000000000062172489 0.4852000000000000201616501 0.4852000000000000201616501 0.3820000000000000062172489 0.8115183246073298661826811 0 0.3820000000000000062172489 20.17732006638332720172002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5686274509803921350936662 -1 -1 -0.9921568627450980670801073 -0.974497469261730087097817 -1" Chromosome2="1 0.4039215686274508776421044 0.8509803921568628304328286 1 1 -0.4901960784313725838501341 -0.682746375720068243708738 1" Performance="15.69277887411601035694275 0.4408000000000000251354493 0.4852000000000000201616501 0.4852000000000000201616501 0.4408000000000000251354493 0.7858439201451905553597044 0 0.4408000000000000251354493 19.96933293218919658329469 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.5686274509803921350936662 -1 -0.9112693460385934418610532 -0.8823529411764705621123994 -0.9686274509803921572981267 -1" Chromosome2="0.3254901960784313263985723 1 0.8588235294117647633527213 1 -0.5941940779205072686863787 -0.545098039215686336333988 -0.7019607843137254388210522 1" Performance="16.01935566369031604949669 0.3847999999999999753974578 0.4852000000000000201616501 0.4852000000000000201616501 0.3847999999999999753974578 0.8056133056133055747594085 0 0.3847999999999999753974578 19.88467115931623752089763 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 0.5843137254901960009334516 -0.866666666666666696272614 -1 -0.8901960784313724950322921 -0.894975901108381211024323 -1" Chromosome2="1 0.4509803921568626972060656 0.8431372549019606754683309 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.7753207035600115926143872 1" Performance="17.82451923897086487613706 0.2328000000000000069277917 0.4852000000000000201616501 0.4852000000000000201616501 0.2328000000000000069277917 0.896907216494845394016977 0 0.2328000000000000069277917 19.87331455379510103398388 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -0.8901960784313724950322921 -0.9686274509803921572981267 -0.9034332513097977912508441" Chromosome2="0.3725490196078431459625335 0.4039215686274508776421044 1 1 -0.5843137254901960009334516 -0.545098039215686336333988 -0.7019607843137254388210522 -0.7052169101014810204119954" Performance="16.12455230122774807455244 0.3684000000000000052402527 0.4852000000000000201616501 0.4852000000000000201616501 0.3684000000000000052402527 0.8121606948968512762476735 0 0.3684000000000000052402527 19.85389394308924693177687 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2549019607843137080749329 -1 -0.8274509803921568096285455 -1 -0.8901960784313724950322921 -0.9686274509803921572981267 -0.9304912835122177705571289" Chromosome2="0.2392156862745098422351475 0.4039215686274508776421044 1 -0.6470588235294116863371983 1 -0.545098039215686336333988 -0.7019607843137254388210522 -0.5717590838561162902564661" Performance="16.23243624480048552527478 0.3287999999999999811706175 0.4852000000000000201616501 0.4852000000000000201616501 0.3287999999999999811706175 0.8272506082725060716498433 0 0.3287999999999999811706175 19.62215087239117394801724 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="37.64000000000000056843419">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="101" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.248472770769757794750987 -1 -0.8429480678158979278791207 -0.9921568627450980670801073 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.4100376009709792990420851 0.9979382448220326384813461 -0.5916536448700502326403239 -0.4666666666666666740681535 0.991369366418661135398338 -0.6086273925013954144702666 0.9793519886055340739616781" Performance="19.37415282286693951618872 0.4275999999999999801048034 0.5071999999999999841904241 0.5071999999999999841904241 0.4275999999999999801048034 0.8540692235734330672869419 0 0.4275999999999999801048034 22.6845228561278844381377 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2351659547175861120216211 -1 -0.8437571770414642458035814 -0.9921568627450980670801073 -1 -0.9305845648845105788637966 -1" Chromosome2="0.9890056265223967635336066 0.4151843981625952806346902 1 -0.6406593718387603164643451 -0.4666666666666666740681535 1 -0.6058535188770428625559816 1" Performance="19.20671961841708608176305 0.4447999999999999731770117 0.5071999999999999841904241 0.5071999999999999841904241 0.4447999999999999731770117 0.8471223021582733325729464 0 0.4447999999999999731770117 22.6729004412736756535196 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9728162723282972601523966 -0.8615152335947467987509185 -0.9742811930436297007673829 -0.8163191956933341097979451 -0.9246955885049866763480964 -1" Chromosome2="1 1 0.9346828660151610401740641 -0.6659745773337051311102641 -0.4669562205317474568033731 -0.490956721821958819163001 -0.6969226541507049788037875 -0.6930070626304691838726058" Performance="19.49205715128924154555534 0.4119999999999999773514503 0.5071999999999999841904241 0.5071999999999999841904241 0.4119999999999999773514503 0.8601941747572815488709352 0 0.4119999999999999773514503 22.66006643998636604919739 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9627054330723529007585171 -0.8773272361244532913104877 -0.9550856547450020661571557 -1 -0.918466422807915239268084 -0.9795639795484021306037903" Chromosome2="1 0.411764705882353032606602 1 -0.6000214976793247778630302 -0.4337953387078834488477241 1 -0.5884267018500735080266395 1" Performance="19.25328953654796038108543 0.4295999999999999818811602 0.5071999999999999841904241 0.5071999999999999841904241 0.4295999999999999818811602 0.8519553072625698497688518 0 0.4295999999999999818811602 22.59894312814481764917218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.839730532828303344317078 -0.9753194151260802247094261 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.411764705882353032606602 1 -0.599079422547666218257234 -0.4532822728682405211131368 0.991369366418661135398338 -0.6086273925013954144702666 1" Performance="19.21371287001626271262467 0.4288000000000000144773082 0.5071999999999999841904241 0.5071999999999999841904241 0.4288000000000000144773082 0.8516791044776119701253947 0 0.4288000000000000144773082 22.55980306315162309260813 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.839730532828303344317078 -0.9753194151260802247094261 -1 -0.9267168406226925503332836 -0.9888038076460361480712891" Chromosome2="1 0.411764705882353032606602 1 -0.599079422547666218257234 -0.4532822728682405211131368 0.991369366418661135398338 -0.6086273925013954144702666 0.9926630630712918179625603" Performance="19.21371287001626271262467 0.4288000000000000144773082 0.5071999999999999841904241 0.5071999999999999841904241 0.4288000000000000144773082 0.8516791044776119701253947 0 0.4288000000000000144773082 22.55980306315162309260813 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9959744724286038186633618 0.2470588235294117751550402 -1 -0.8429480678158979278791207 -0.9753194151260802247094261 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.411764705882353032606602 1 -0.5916536448700502326403239 -0.4532822728682405211131368 0.991369366418661135398338 -0.6086273925013954144702666 1" Performance="19.00170249367540620255568 0.4304000000000000047961635 0.5071999999999999841904241 0.5071999999999999841904241 0.4304000000000000047961635 0.8485130111524163964986656 0 0.4304000000000000047961635 22.39412035399204370378357 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9959744724286038186633618 0.2470588235294117751550402 -1 -0.8429480678158979278791207 -0.9753194151260802247094261 -1 -0.9267168406226925503332836 -0.9851363538068601544139824" Chromosome2="1 0.411764705882353032606602 1 -0.5916536448700502326403239 -0.4532822728682405211131368 0.991369366418661135398338 -0.6086273925013954144702666 1" Performance="19.00170249367540620255568 0.4304000000000000047961635 0.5071999999999999841904241 0.5071999999999999841904241 0.4304000000000000047961635 0.8485130111524163964986656 0 0.4304000000000000047961635 22.39412035399204370378357 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9959400551146772029298404 -0.8437571770414642458035814 -0.9921568627450980670801073 -1 -0.9305845648845105788637966 -1" Chromosome2="0.9890056265223967635336066 0.411764705882353032606602 0.9978168192712297823732115 -0.6406593718387603164643451 -0.4666666666666666740681535 1 -0.6058535188770428625559816 1" Performance="18.89650741585275639522479 0.4312000000000000277111667 0.5071999999999999841904241 0.5071999999999999841904241 0.4312000000000000277111667 0.8469387755102041337451624 0 0.4312000000000000277111667 22.31153887654903655857197 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9959400551146772029298404 -0.8437571770414642458035814 -0.9921568627450980670801073 -0.988567177814488551312877 -0.9305845648845105788637966 -1" Chromosome2="0.9890056265223967635336066 0.411764705882353032606602 0.9978168192712297823732115 -0.6406593718387603164643451 -0.4666666666666666740681535 0.9997464116016516744167575 -0.6058535188770428625559816 1" Performance="18.89650741585275639522479 0.4312000000000000277111667 0.5071999999999999841904241 0.5071999999999999841904241 0.4312000000000000277111667 0.8469387755102041337451624 0 0.4312000000000000277111667 22.31153887654903655857197 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.9627054330723529007585171 -0.9094319169668628743963268 -0.9586643630298675722301027 -1 -0.9160468867589153241226541 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6034802527080692646777038 -0.4123787888726914152570657 1 -0.5956042733637531005896903 1" Performance="18.98376769230979732583364 0.4168000000000000038191672 0.5071999999999999841904241 0.5071999999999999841904241 0.4168000000000000038191672 0.8522072936660268771547067 0 0.4168000000000000038191672 22.27599767498514538033305 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8429480678158979278791207 -0.9921568627450980670801073 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.411764705882353032606602 0.9810315968330811653430601 -0.5916536448700502326403239 -0.4666666666666666740681535 0.991369366418661135398338 -0.6086273925013954144702666 1" Performance="18.68771935020708951924462 0.4328000000000000180300219 0.5071999999999999841904241 0.5071999999999999841904241 0.4328000000000000180300219 0.8438077634011090788490606 0 0.4328000000000000180300219 22.14689193529471111787643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8429480678158979278791207 -0.9921568627450980670801073 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.411764705882353032606602 1 -0.5916536448700502326403239 -0.4666666666666666740681535 1 -0.6086273925013954144702666 0.9793519886055340739616781" Performance="18.68771935020708951924462 0.4328000000000000180300219 0.5071999999999999841904241 0.5071999999999999841904241 0.4328000000000000180300219 0.8438077634011090788490606 0 0.4328000000000000180300219 22.14689193529471111787643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9828576703118730995001329 0.2470588235294117751550402 -1 -0.8429480678158979278791207 -0.9921568627450980670801073 -1 -0.9267168406226925503332836 -1" Chromosome2="1 0.411764705882353032606602 1 -0.5916536448700502326403239 -0.4666666666666666740681535 1 -0.6086273925013954144702666 0.9793519886055340739616781" Performance="18.68771935020708951924462 0.4328000000000000180300219 0.5071999999999999841904241 0.5071999999999999841904241 0.4328000000000000180300219 0.8438077634011090788490606 0 0.4328000000000000180300219 22.14689193529471111787643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2403268917630307088817432 -1 -0.8773272361244532913104877 -0.9669240793122025889871907 -1 -0.9396362129270153795701503 -1" Chromosome2="1 0.3928857981948471467248396 1 -0.6000214976793247778630302 -0.4335875231955778064119045 1 -0.5875461557356556063780317 1" Performance="18.96162943919629384481595 0.4000000000000000222044605 0.5071999999999999841904241 0.5071999999999999841904241 0.4000000000000000222044605 0.8569999999999999840127884 0 0.4000000000000000222044605 22.12558861049742731097467 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8353257294084927009336639 -0.9315203410392095539904744 -0.9908438397740775283040193" Chromosome2="0.9473395292336742601335686 0.411764705882353032606602 1 -0.6156862745098039546576274 1 -0.5526074008986362473550003 -0.665190577717023168169419 1" Performance="18.74197238113769614642479 0.4208000000000000073718809 0.5071999999999999841904241 0.5071999999999999841904241 0.4208000000000000073718809 0.8479087452471483210558745 0 0.4208000000000000073718809 22.10376114905476896410619 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2235294117647059763953621 0.5686274509803921350936662 -1 -0.9560846471928480250213056 -0.8901960784313724950322921 -0.9187490818516667046012003 -1" Chromosome2="0.3254901960784313263985723 0.4274509803921568984463875 0.8431372549019606754683309 1 -0.6150078229721270828278534 -0.4274509803921568984463875 -0.7040545133374350728061586 1" Performance="19.03729239375938320222303 0.3864000000000000212274642 0.5071999999999999841904241 0.5071999999999999841904241 0.3864000000000000212274642 0.862318840579710199634178 0 0.3864000000000000212274642 22.07686008688062884175451 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9984501233058316049806535 0.2470588235294117751550402 -0.9687507009276976610578913 -0.8401130922117694410644617 -0.89960695570334792137146 -0.8325907248938160254425611 -0.9921568627450980670801073 -1" Chromosome2="0.8773179358935782046202689 0.411764705882353032606602 1 -0.6287312289161522960156958 0.8156157874036580324172974 -0.5657150411266805845045269 -0.5529411764705882692538808 0.9740428091647724828661126" Performance="18.87046687627052676816675 0.4012000000000000010658141 0.5071999999999999841904241 0.5071999999999999841904241 0.4012000000000000010658141 0.8554336989032901295004763 0 0.4012000000000000010658141 22.05953179125797092297034 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9728162723282972601523966 -0.8615152335947467987509185 -0.9742811930436297007673829 -0.8431372549019607864906334 -0.931381688337595381455003 -1" Chromosome2="0.9985782728978881417347679 1 0.9346828660151610401740641 -0.6659745773337051311102641 -0.4669562205317474568033731 -0.4901960784313725838501341 -0.6783154229110416322257038 -0.713509462418314588383339" Performance="18.82964677387549912168652 0.4003999999999999781508109 0.5071999999999999841904241 0.5071999999999999841904241 0.4003999999999999781508109 0.8551448551448551649301066 0 0.4003999999999999781508109 22.01924815496422382921082 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5294117647058822484495977 -0.8853917828974957604515339 -0.8865583667138795531670326 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4274509803921568984463875 0.8980392156862744279521849 -0.5559429101045934018543448 -0.506240489467830068193166 -0.545098039215686336333988 1 1" Performance="18.45298972282933647193204 0.4324000000000000065725203 0.5071999999999999841904241 0.5071999999999999841904241 0.4324000000000000065725203 0.8408880666049953767071656 0 0.4324000000000000065725203 21.94464454387075136310159 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9872768769021501578109223 0.2235294117647059763953621 0.5294117647058822484495977 -0.8853917828974957604515339 -0.8865583667138795531670326 -0.8431372549019607864906334 -1 -1" Chromosome2="0.9884094423854473676627208 0.4274509803921568984463875 0.8980392156862744279521849 -0.5559429101045934018543448 -0.506240489467830068193166 -0.545098039215686336333988 1 1" Performance="18.45298972282933647193204 0.4324000000000000065725203 0.5071999999999999841904241 0.5071999999999999841904241 0.4324000000000000065725203 0.8408880666049953767071656 0 0.4324000000000000065725203 21.94464454387075136310159 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9749835061912353051383207 0.2470588235294117751550402 -0.9627054330723529007585171 -0.8773272361244532913104877 -0.9550856547450020661571557 -1 -0.9396362129270153795701503 -0.9795639795484021306037903" Chromosome2="1 0.411764705882353032606602 1 -0.6000214976793247778630302 -0.4337953387078834488477241 1 -0.5875461557356556063780317 1" Performance="18.140605445203206613769 0.4656000000000000138555833 0.5071999999999999841904241 0.5071999999999999841904241 0.4656000000000000138555833 0.8281786941580756566949617 0 0.4656000000000000138555833 21.90421653341963903471878 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2486768470255329432916369 -1 -0.8773272361244532913104877 -1 -0.8431372549019607864906334 -0.9135040923843488203104357 -1" Chromosome2="1 0.425166517723580494880764 1 -0.6000214976793247778630302 1 -0.545098039215686336333988 -0.6431268444522192373469238 1" Performance="18.54606310813340996901388 0.4052000000000000046185278 0.5071999999999999841904241 0.5071999999999999841904241 0.4052000000000000046185278 0.849950641658440253500828 0 0.4052000000000000046185278 21.82016484150888047111039 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -0.9843137254901961341602146 -0.851149337032470310049348 -0.9384917661478585637624406 -1" Chromosome2="1 0.4274509803921568984463875 1 1 -0.5843137254901960009334516 -0.5639970259910351835230813 -0.6898216876600695712795641 1" Performance="18.1930262198115357819006 0.440000000000000002220446 0.5071999999999999841904241 0.5071999999999999841904241 0.440000000000000002220446 0.835454545454545449700845 0 0.440000000000000002220446 21.77620113361555098663302 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9868799732454741624465555 0.2470588235294117751550402 -1 -1 -0.9843137254901961341602146 -0.851149337032470310049348 -0.9384917661478585637624406 -1" Chromosome2="1 0.4274509803921568984463875 1 1 -0.5843137254901960009334516 -0.5639970259910351835230813 -0.6898216876600695712795641 1" Performance="18.1930262198115357819006 0.440000000000000002220446 0.5071999999999999841904241 0.5071999999999999841904241 0.440000000000000002220446 0.835454545454545449700845 0 0.440000000000000002220446 21.77620113361555098663302 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8431372549019607864906334 -0.9126192038339389078771546 -0.9908438397740775283040193" Chromosome2="0.9473395292336742601335686 0.411764705882353032606602 0.9655403710019431207101093 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.6418040117772849662003409 1" Performance="18.35536390966005626523838 0.3808000000000000273558953 0.5071999999999999841904241 0.5071999999999999841904241 0.3808000000000000273558953 0.8550420168067226489583277 0 0.3808000000000000273558953 21.46720693119947753757515 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8431372549019607864906334 -0.9135040923843488203104357 -0.9908438397740775283040193" Chromosome2="1 0.411764705882353032606602 1 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.6431268444522192373469238 1" Performance="18.29841077031403884234351 0.3811999999999999833022457 0.5071999999999999841904241 0.5071999999999999841904241 0.3811999999999999833022457 0.8541448058761804684735353 0 0.3811999999999999833022457 21.42307796573621558877676 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9817124327272176431691264 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8431372549019607864906334 -0.9135040923843488203104357 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.6431268444522192373469238 1" Performance="18.29841077031403884234351 0.3811999999999999833022457 0.5071999999999999841904241 0.5071999999999999841904241 0.3811999999999999833022457 0.8541448058761804684735353 0 0.3811999999999999833022457 21.42307796573621558877676 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9817124327272176431691264 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8431372549019607864906334 -0.9135040923843488203104357 -1" Chromosome2="1 0.411764705882353032606602 0.9735768822240916664512156 -0.6156862745098039546576274 1 -0.545098039215686336333988 -0.6431268444522192373469238 1" Performance="18.29841077031403884234351 0.3811999999999999833022457 0.5071999999999999841904241 0.5071999999999999841904241 0.3811999999999999833022457 0.8541448058761804684735353 0 0.3811999999999999833022457 21.42307796573621558877676 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.521568627450980315529705 -1 -0.9682741041644251644981978 -0.9921568627450980670801073 -0.9393679044765083085977153 -0.9624563239144385828893746" Chromosome2="1 0.411764705882353032606602 0.9294117647058823816763606 1 -0.5856958741443043514607325 -0.3725490196078431459625335 -0.6957482637675785897002356 -0.6773289742717827355278359" Performance="17.34616940620075808965339 0.4480000000000000093258734 0.5071999999999999841904241 0.5071999999999999841904241 0.4480000000000000093258734 0.8223214285714285365358478 0 0.4480000000000000093258734 21.09414737779028214958998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9776419560629420191233407 0.2527823319768204290980407 -1 -0.866666666666666696272614 -1 -1 -0.9135040923843488203104357 -1" Chromosome2="0.982937882926951056461462 0.4220344679678096344588312 1 -0.6156862745098039546576274 1 1 -0.6431268444522192373469238 1" Performance="17.71160784511991082013083 0.4020000000000000239808173 0.5071999999999999841904241 0.5071999999999999841904241 0.4020000000000000239808173 0.8398009950248755961510483 0 0.4020000000000000239808173 21.09024393879799674778042 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -0.983881291241518129986332 -0.866666666666666696272614 -1 -0.850640449716242641464703 -0.9135040923843488203104357 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6156862745098039546576274 1 -0.560561053269133191534479 -0.6431268444522192373469238 1" Performance="17.99360200859568337250494 0.3679999999999999937827511 0.5071999999999999841904241 0.5071999999999999841904241 0.3679999999999999937827511 0.8543478260869564744339755 0 0.3679999999999999937827511 21.06121354695678249413504 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9728162723282972601523966 -0.8615152335947467987509185 -0.9390144418808303861112563 -1 -0.9361807661707826078156813 -1" Chromosome2="1 1 0.9346828660151610401740641 -0.6659745773337051311102641 -0.4385019430393057859873807 1 -0.7081950888312228409304794 -0.713509462418314588383339" Performance="17.54361527500142514668369 0.3916000000000000036415315 0.5071999999999999841904241 0.5071999999999999841904241 0.3916000000000000036415315 0.8406537282941777267097905 0 0.3916000000000000036415315 20.8690150112106884705554 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -1 -0.9135040923843488203104357 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6156862745098039546576274 1 1 -0.6431268444522192373469238 1" Performance="17.57271234325122222230675 0.3864000000000000212274642 0.5071999999999999841904241 0.5071999999999999841904241 0.3864000000000000212274642 0.842650103519668736140602 0 0.3864000000000000212274642 20.8541033459222120427512 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9774907123206592052255814 -1 -0.9728162723282972601523966 -0.8615152335947467987509185 -0.9742811930436297007673829 -1 -0.9361807661707826078156813 -1" Chromosome2="0.9758992741202435761138645 1 0.9346828660151610401740641 -0.6659745773337051311102641 -0.4669562205317474568033731 1 -0.7081950888312228409304794 -0.713509462418314588383339" Performance="16.95719024305014244191625 0.3960000000000000186517468 0.5071999999999999841904241 0.5071999999999999841904241 0.3960000000000000186517468 0.8313131313131313371300735 0 0.3960000000000000186517468 20.3980781781526623319678 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 0.521568627450980315529705 -0.8352941176470588535707407 -0.905256470996959605734844 -0.9997002087981354812029622 -1 -1" Chromosome2="0.3725490196078431459625335 1 0.9294117647058823816763606 -0.6156862745098039546576274 -0.5900595357605054047667181 -0.4760199613565477272381088 1 1" Performance="16.67149126720017804359486 0.4072000000000000063948846 0.5071999999999999841904241 0.5071999999999999841904241 0.4072000000000000063948846 0.8241650294695481715478991 0 0.4072000000000000063948846 20.22834101312250254522951 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2351659547175861120216211 -1 -0.8437571770414642458035814 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="0.9890056265223967635336066 0.4151843981625952806346902 1 -0.6406593718387603164643451 -0.4666666666666666740681535 1 1 1" Performance="15.59042155120577710647467 0.5151999999999999912958515 0.5071999999999999841904241 0.5071999999999999841904241 0.5151999999999999912958515 0.78416149068322982262913 0 0.5151999999999999912958515 19.88164649302281361542555 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -1 -0.8431372549019607864906334 -0.9521635246128253848851841 -0.9790038740331375999303987" Chromosome2="1 0.4039215686274508776421044 1 1 -0.4599716904159221186887407 -0.545098039215686336333988 -0.697694835769509635881036 0.9921983807221238516049766" Performance="16.03540523603655643114507 0.4032000000000000028421709 0.5071999999999999841904241 0.5071999999999999841904241 0.4032000000000000028421709 0.8164682539682539541558981 0 0.4032000000000000028421709 19.63996169857211171461131 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9481682834000542126062783 -1 -1 -0.866666666666666696272614 -0.9195266272241030547363039 -0.8431372549019607864906334 -0.9450980392156862475161461 -1" Chromosome2="0.9865966923534870147705078 1 1 -0.6156862745098039546576274 -0.4013568297233581771976674 -0.4901960784313725838501341 -0.7098039215686273717409449 -0.713509462418314588383339" Performance="15.88309230394826698784527 0.4163999999999999923616656 0.5071999999999999841904241 0.5071999999999999841904241 0.4163999999999999923616656 0.8107588856868396254284903 0 0.4163999999999999923616656 19.59040176351912876384631 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -0.9372549019607843145962534 -0.9913015477990699819699216" Chromosome2="0.2392156862745098422351475 1 1 -0.5843137254901960009334516 1 -0.5058823529411764496899195 -0.7098039215686273717409449 1" Performance="15.62995619440663119803503 0.4444000000000000172306613 0.5071999999999999841904241 0.5071999999999999841904241 0.4444000000000000172306613 0.8001800180018001640291914 0 0.4444000000000000172306613 19.5330498672505825652479 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5475829941706329417883126 -1 -0.9921568627450980670801073 -0.9692848465981315220219017 -0.9372549019607843145962534 -1" Chromosome2="1 0.4431372549019607642861729 0.8565059062385677046691512 1 -0.4666666666666666740681535 -0.4080620599453269048417781 -0.7098039215686273717409449 1" Performance="15.28404573149665601761171 0.5011999999999999788613536 0.5071999999999999841904241 0.5071999999999999841904241 0.5011999999999999788613536 0.7829209896249001987555971 0 0.5011999999999999788613536 19.52182395674343595715072 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2470588235294117751550402 -0.9627054330723529007585171 -0.8773272361244532913104877 -1 -1 -0.9992613343713990792238633 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6000214976793247778630302 1 1 -0.3574405137899553386304774 1" Performance="15.29091872568340271243414 0.4308000000000000162536651 0.4928000000000000158095759 0.5071999999999999841904241 0.4308000000000000162536651 0.7883008356545960770844772 0 0.4308000000000000162536651 19.39731386049590611264648 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.1921568627450980226711863 -1 -1 -0.9843137254901961341602146 -0.9050074818205868787401869 -1 -1" Chromosome2="0.2392156862745098422351475 0.5294117647058822484495977 1 -0.7065002386494740882483256 -0.5843137254901960009334516 -0.4306107310910031737982706 1 1" Performance="15.54424303547337160580355 0.4243999999999999994670929 0.5071999999999999841904241 0.5071999999999999841904241 0.4243999999999999994670929 0.8039585296889726340197058 0 0.4243999999999999994670929 19.33463289640943472136314 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2470588235294117751550402 -1 -0.8352941176470588535707407 -1 -1 -0.9450980392156862475161461 -1" Chromosome2="0.3725490196078431459625335 0.411764705882353032606602 1 -0.6156862745098039546576274 1 1 -0.7019607843137254388210522 0.9773268600903362024467924" Performance="15.47102187817882423814808 0.4255999999999999783284466 0.5071999999999999841904241 0.5071999999999999841904241 0.4255999999999999783284466 0.8026315789473684736421433 0 0.4255999999999999783284466 19.27537152035394285576331 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.521568627450980315529705 -0.866666666666666696272614 -0.9921568627450980670801073 -0.8431372549019607864906334 -0.960784313725490224378234 -1" Chromosome2="1 1 0.9294117647058823816763606 -0.5843137254901960009334516 -0.4666666666666666740681535 -0.545098039215686336333988 -0.6941176470588235059011595 1" Performance="14.64633000852107969080862 0.5051999999999999824140673 0.5071999999999999841904241 0.5071999999999999841904241 0.5051999999999999824140673 0.7735550277117972939322499 0 0.5051999999999999824140673 18.93379201715672977002214 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.551709959484344536484457 -0.8196078431372548767086528 -1 -1 -0.9529411764705881804360388 -1" Chromosome2="1 0.4509803921568626972060656 0.9256167623936570887366315 -0.6392156862745097534173055 1 1 -0.7019607843137254388210522 1" Performance="14.95914111523626566224721 0.4440000000000000057731597 0.5071999999999999841904241 0.5071999999999999841904241 0.4440000000000000057731597 0.7909909909909910163960944 0 0.4440000000000000057731597 18.91189822085678073904091 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.9843137254901961341602146 -1 -0.9413946203754416375275582 -1" Chromosome2="0.3725490196078431459625335 0.4509803921568626972060656 0.8431372549019606754683309 1 -0.5843137254901960009334516 1 0.9313216314518025784607858 1" Performance="14.62024667726421078839394 0.4812000000000000166089364 0.5071999999999999841904241 0.5071999999999999841904241 0.4812000000000000166089364 0.7780548628428927138145355 0 0.4812000000000000166089364 18.79076576148381150233035 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.9843137254901961341602146 -1 -0.9413946203754416375275582 -0.972407988318410021477689" Chromosome2="0.3725490196078431459625335 0.4509803921568626972060656 0.8431372549019606754683309 1 -0.5843137254901960009334516 1 0.9313216314518025784607858 0.9854355225431137288438777" Performance="14.62024667726421078839394 0.4812000000000000166089364 0.5071999999999999841904241 0.5071999999999999841904241 0.4812000000000000166089364 0.7780548628428927138145355 0 0.4812000000000000166089364 18.79076576148381150233035 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.866666666666666696272614 -0.9742811930436297007673829 -0.8431372549019607864906334 -0.9450980392156862475161461 -1" Chromosome2="1 1 1 -0.6156862745098039546576274 -0.4669562205317474568033731 -0.4901960784313725838501341 -0.7098039215686273717409449 -0.713509462418314588383339" Performance="14.94060619941563672341545 0.4243999999999999994670929 0.5071999999999999841904241 0.5071999999999999841904241 0.4243999999999999994670929 0.7954759660697455769806652 0 0.4243999999999999994670929 18.7819705895497506276115 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 0.2470588235294117751550402 -1 -1 -0.9921568627450980670801073 -1 -0.9485905434399860558514206 -1" Chromosome2="0.2078431372549018885109717 0.411764705882353032606602 1 1 -0.4666666666666666740681535 1 -0.7029608027936488090503531 1" Performance="14.53665186957444710458276 0.4707999999999999962696506 0.5071999999999999841904241 0.5071999999999999841904241 0.4707999999999999962696506 0.7790994052676295522630312 0 0.4707999999999999962696506 18.6582761728343768936611 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="37.96999999999999886313162">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.4656955841358970116239391 0.2156862745098038214308644 0.5182859308084930560767134 -0.9134199385371594148708141 -0.8914408120308436878076463 -1 -1 -1" Chromosome2="0.3333721015149471167404727 0.5294117647058822484495977 0.8793666418551904229161664 -0.6457793241775752202116223 -0.5303225319175157714823854 1 0.9547351710054845508324206 1" Performance="18.45817707995221468308955 0.4000000000000000222044605 0.4912000000000000254907206 0.4912000000000000254907206 0.4000000000000000222044605 0.8389999999999999680255769 0 0.4000000000000000222044605 22.00021106072969701017428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4656955841358970116239391 0.2156862745098038214308644 0.5182859308084930560767134 -0.9134199385371594148708141 -0.8914408120308436878076463 -1 -1 -1" Chromosome2="0.3333721015149471167404727 0.5294117647058822484495977 0.8793666418551904229161664 -0.6457793241775752202116223 -0.5303225319175157714823854 1 0.9547351710054845508324206 0.9979023404754279180650656" Performance="18.45817707995221468308955 0.4000000000000000222044605 0.4912000000000000254907206 0.4912000000000000254907206 0.4000000000000000222044605 0.8389999999999999680255769 0 0.4000000000000000222044605 22.00021106072969701017428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5182859308084930560767134 -0.9134199385371594148708141 -0.8914408120308436878076463 -1 -1 -1" Chromosome2="1 0.5294117647058822484495977 0.8793666418551904229161664 -0.6457793241775752202116223 -0.5303225319175157714823854 1 0.934427846971382147778229 1" Performance="18.45817707995221468308955 0.4000000000000000222044605 0.4912000000000000254907206 0.4912000000000000254907206 0.4000000000000000222044605 0.8389999999999999680255769 0 0.4000000000000000222044605 22.00021106072969701017428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 0.563533260199703844861574 -0.8745098039215686291925067 -0.8724676628960325031059142 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.912581613673147606924374" Chromosome2="0.3725490196078431459625335 1 0.892158553153149513903486 -0.6392156862745097534173055 -0.5462464535422754119409205 -0.4823529411764705399079389 -0.7019607843137254388210522 -0.6978617310242367643979833" Performance="18.70519221345657001620566 0.3392000000000000015099033 0.4912000000000000254907206 0.4912000000000000254907206 0.3392000000000000015099033 0.8632075471698112956175919 0 0.3392000000000000015099033 21.66940300138138297825208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4678350857045956989743729 0.2156862745098038214308644 0.5593164098687224417005837 -0.8745098039215686291925067 -0.8914408120308436878076463 -0.8612190683682759972938925 -1 -1" Chromosome2="0.3187397486429198734114721 0.5294117647058822484495977 0.9187573012712881848074176 -0.6392156862745097534173055 -0.5303225319175157714823854 0.8890445625099042681327433 1 1" Performance="17.71410056122394394151343 0.3847999999999999753974578 0.4912000000000000254907206 0.4912000000000000254907206 0.3847999999999999753974578 0.8336798336798336706010559 0 0.3847999999999999753974578 21.24808571059530493130296 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5138298082120597021216213 0.2156862745098038214308644 0.5686274509803921350936662 -0.8745098039215686291925067 -0.8914408120308436878076463 -0.8612190683682759972938925 -0.9993625838113457948708174 -1" Chromosome2="0.2651073527221904369000072 0.5294117647058822484495977 0.8588235294117647633527213 -0.6392156862745097534173055 -0.5303225319175157714823854 0.8890445625099042681327433 1 1" Performance="17.48191580264666455946099 0.37640000000000001234568 0.4912000000000000254907206 0.4912000000000000254907206 0.37640000000000001234568 0.833156216790648218584181 0 0.37640000000000001234568 20.98275863557463338793241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5138298082120597021216213 0.2156862745098038214308644 0.5686274509803921350936662 -0.8745098039215686291925067 -0.8914408120308436878076463 -0.8612190683682759972938925 -0.9993625838113457948708174 -0.9778834992173043305641045" Chromosome2="0.2651073527221904369000072 0.5294117647058822484495977 0.8588235294117647633527213 -0.6392156862745097534173055 -0.5303225319175157714823854 0.8890445625099042681327433 1 0.990900631621480010302605" Performance="17.48191580264666455946099 0.37640000000000001234568 0.4912000000000000254907206 0.4912000000000000254907206 0.37640000000000001234568 0.833156216790648218584181 0 0.37640000000000001234568 20.98275863557463338793241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4528721746605108844363485 0.2156862745098038214308644 0.563533260199703844861574 -0.8745098039215686291925067 -0.8914408120308436878076463 -0.8612190683682759972938925 -1 -1" Chromosome2="0.3233336613619444133149727 0.5294117647058822484495977 0.892158553153149513903486 -0.6392156862745097534173055 -0.5303225319175157714823854 0.8890445625099042681327433 1 0.9649753705189939578801273" Performance="17.39519864068023835557142 0.3775999999999999912070336 0.4912000000000000254907206 0.4912000000000000254907206 0.3775999999999999912070336 0.8315677966101694407186073 0 0.3775999999999999912070336 20.9185573462447713666279 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.8745098039215686291925067 -0.8601031043067819403802332 -0.8612190683682759972938925 -0.9993625838113457948708174 -0.9778834992173043305641045" Chromosome2="1 0.5294117647058822484495977 0.8588235294117647633527213 -0.6392156862745097534173055 -0.5353556434477216852130255 0.8890445625099042681327433 1 0.990900631621480010302605" Performance="17.87894009189114896685169 0.3247999999999999776179038 0.4912000000000000254907206 0.4912000000000000254907206 0.3247999999999999776179038 0.8571428571428570952761561 0 0.3247999999999999776179038 20.85876344053967557101714 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2156862745098038214308644 0.5395957340041455108092805 -0.8745098039215686291925067 -0.8707982802462784777119964 -1 -1 -1" Chromosome2="0.3254901960784313263985723 0.5294117647058822484495977 0.8796402292369237541080906 -0.6392156862745097534173055 -0.5411126234277500168801112 1 1 1" Performance="17.58851632667303022117267 0.3416000000000000147437618 0.4912000000000000254907206 0.4912000000000000254907206 0.3416000000000000147437618 0.8466042154566745248089887 0 0.3416000000000000147437618 20.77537059886413217668633 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2156862745098038214308644 0.5395957340041455108092805 -0.8745098039215686291925067 -0.8707982802462784777119964 -1 -1 -0.9931243603573517431115647" Chromosome2="0.3254901960784313263985723 0.5294117647058822484495977 0.8796402292369237541080906 -0.6392156862745097534173055 -0.5411126234277500168801112 1 1 1" Performance="17.58851632667303022117267 0.3416000000000000147437618 0.4912000000000000254907206 0.4912000000000000254907206 0.3416000000000000147437618 0.8466042154566745248089887 0 0.3416000000000000147437618 20.77537059886413217668633 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1483791106370953016835301 -1 -0.9010966793403906160975225 -0.9921568627450980670801073 -0.8525053845247925199402061 -0.9386952716236313110087508 -1" Chromosome2="0.9800020725067173366085171 0.4541854551268700301847048 1 -0.629083505573810319866368 -0.5921568627450980448756468 -0.4786586431137441755012674 1 1" Performance="16.37152652173647382483068 0.4020000000000000239808173 0.4912000000000000254907206 0.4912000000000000254907206 0.4020000000000000239808173 0.8099502487562189045888772 0 0.4020000000000000239808173 20.21300264661567069879311 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1483791106370953016835301 -1 -0.9010966793403906160975225 -0.9921568627450980670801073 -0.8525053845247925199402061 -0.9386952716236313110087508 -1" Chromosome2="0.9800020725067173366085171 0.4541854551268700301847048 1 -0.629083505573810319866368 -0.5921568627450980448756468 -0.4786586431137441755012674 1 0.9986988736063610039295213" Performance="16.37152652173647382483068 0.4020000000000000239808173 0.4912000000000000254907206 0.4912000000000000254907206 0.4020000000000000239808173 0.8099502487562189045888772 0 0.4020000000000000239808173 20.21300264661567069879311 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5240841435109087065313815 -1 -1 -0.866666666666666696272614 -0.859345037357524765830874 -0.9725292151340761970246263 -0.9921568627450980670801073 -1" Chromosome2="0.1763318974174261644094486 1 1 -0.6470588235294116863371983 -0.5706597580914393175177679 1 -0.545098039215686336333988 1" Performance="17.23800275160550654618419 0.2888000000000000011546319 0.4912000000000000254907206 0.4912000000000000254907206 0.2888000000000000011546319 0.8628808864265927747183582 0 0.2888000000000000011546319 19.97726803637106840483284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5240841435109087065313815 -1 -1 -0.866666666666666696272614 -0.859345037357524765830874 -0.9725292151340761970246263 -0.9921568627450980670801073 -1" Chromosome2="0.1763318974174261644094486 1 0.9982233632723858107738124 -0.6470588235294116863371983 -0.5706597580914393175177679 1 -0.545098039215686336333988 1" Performance="17.23800275160550654618419 0.2888000000000000011546319 0.4912000000000000254907206 0.4912000000000000254907206 0.2888000000000000011546319 0.8628808864265927747183582 0 0.2888000000000000011546319 19.97726803637106840483284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5240841435109087065313815 -1 -1 -0.866666666666666696272614 -0.8559987399690582865474653 -0.9725292151340761970246263 -0.9921568627450980670801073 -1" Chromosome2="0.1763318974174261644094486 1 1 -0.6470588235294116863371983 -0.5546159764987528273394446 1 -0.545098039215686336333988 0.9678635376882045449065117" Performance="16.70713172297068993543689 0.2919999999999999817923424 0.4912000000000000254907206 0.4912000000000000254907206 0.2919999999999999817923424 0.8534246575342465668256864 0 0.2919999999999999817923424 19.57657489208443735151377 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.978316479217674950241701 0.2235294117647059763953621 0.5634577919208608731693744 -0.9212201532926045377536184 -1 -0.8980392156862745389744873 -1 -1" Chromosome2="1 0.4823529411764706509302414 0.8393245377176093979798566 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 0.9719240652911108613309921" Performance="14.91499739307583105585309 0.4868000000000000104805054 0.4912000000000000254907206 0.4912000000000000254907206 0.4868000000000000104805054 0.7691043549712407445539952 0 0.4868000000000000104805054 19.39268357625351058004526 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1819641409339621818119781 -1 -0.9093156385322807011561963 -0.9921568627450980670801073 -0.8901960784313724950322921 -0.9386952716236313110087508 -1" Chromosome2="1 0.4496197775183982670021976 0.9852697439812894142363575 -0.6605394706900284962358683 -0.5921568627450980448756468 -0.5058823529411764496899195 1 1" Performance="15.64994258533599591487473 0.3731999999999999761968184 0.4912000000000000254907206 0.4912000000000000254907206 0.3731999999999999761968184 0.8081457663451232509288502 0 0.3731999999999999761968184 19.36524725745157127221319 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1776039307385343657408328 -1 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.8901960784313724950322921 -0.8998962137925748949740523 -1" Chromosome2="1 0.4778034989025263801210031 1 -0.6392156862745097534173055 -0.5921568627450980448756468 -0.5058823529411764496899195 1 0.9762612191568079689218962" Performance="16.36864714867889958327396 0.2952000000000000179412041 0.4912000000000000254907206 0.4912000000000000254907206 0.2952000000000000179412041 0.8468834688346883465825954 0 0.2952000000000000179412041 19.32809855316004288283693 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.978316479217674950241701 0.2235294117647059763953621 0.566244297988665268306363 -0.9212201532926045377536184 -1 -0.8980392156862745389744873 -1 -1" Chromosome2="1 0.4823529411764706509302414 0.8350240491848978097166878 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 1" Performance="14.87568999377053025057194 0.478800000000000003375078 0.4912000000000000254907206 0.4912000000000000254907206 0.478800000000000003375078 0.7702589807852965320122962 0 0.478800000000000003375078 19.31258234549167696059158 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1957328685078431329547044 0.5764705882352940680135589 -0.9212201532926045377536184 -1 -0.8980392156862745389744873 -0.9972785482274704182970027 -1" Chromosome2="1 0.4546016341554577344652444 0.8274509803921568096285455 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 1" Performance="15.07935535427809803366017 0.436400000000000010125234 0.4912000000000000254907206 0.4912000000000000254907206 0.436400000000000010125234 0.782768102658111808445085 0 0.436400000000000010125234 19.26414132496183384546384 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5477383334206509246655514 -0.9212201532926045377536184 -1 -0.8980392156862745389744873 -1 -0.9750472420874314316563414" Chromosome2="1 0.4823529411764706509302414 0.8529729459462841445471781 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 0.9852363380293051031699747" Performance="14.63689915624718551612204 0.4895999999999999796607142 0.4912000000000000254907206 0.4912000000000000254907206 0.4895999999999999796607142 0.7647058823529411242247988 0 0.4895999999999999796607142 19.14056043509247473366486 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.197949391990399320429006 -1 -0.9093156385322807011561963 -0.9921568627450980670801073 -0.8901960784313724950322921 -0.9386952716236313110087508 -1" Chromosome2="1 0.4706809506279202581779941 1 -0.6605394706900284962358683 -0.5921568627450980448756468 -0.5058823529411764496899195 1 1" Performance="15.34570031275026380512827 0.3755999999999999894306768 0.4912000000000000254907206 0.4912000000000000254907206 0.3755999999999999894306768 0.8029818956336528534833974 0 0.3755999999999999894306768 19.11089203404840475286619 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 -1 -0.9518666042367348589792186 -0.9849034275737853505461317 -1 -0.9539815976731844671121507 -1" Chromosome2="0.3725490196078431459625335 1 0.9673902459729176728231437 -0.7080648844885957249317698 -0.5807466072632986309187686 1 -0.6405762235515330971225012 -0.4820217904628686933499182" Performance="14.8881769159639176791643 0.3904000000000000247801779 0.4912000000000000254907206 0.4912000000000000254907206 0.3904000000000000247801779 0.7920081967213115081705155 0 0.3904000000000000247801779 18.79800862869441502311929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2154934158320027659527796 0.5764705882352940680135589 -0.8745098039215686291925067 -0.9817933642752834089151293 -1 -0.9397332342398372340142032 -0.9805362299685516092040416" Chromosome2="1 0.4335744524162720714421937 0.8274509803921568096285455 -0.6392156862745097534173055 -0.573636511984902064398284 1 -0.5157872163516412644668208 0.9949937238688429941291247" Performance="15.33071102140567631977319 0.3320000000000000173194792 0.4912000000000000254907206 0.4912000000000000254907206 0.3320000000000000173194792 0.8168674698795180821875306 0 0.3320000000000000173194792 18.7676845837267123329184 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5470894606624552292117869 -1 -1 -0.866666666666666696272614 -0.8363945702054336184261274 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1890116077807744987548944 1 1 -0.6470588235294116863371983 -0.5527492258679487235895067 1 -0.545098039215686336333988 1" Performance="15.94356450618257525775334 0.2740000000000000213162821 0.4912000000000000254907206 0.4912000000000000254907206 0.2740000000000000213162821 0.8496350364963504153692497 0 0.2740000000000000213162821 18.76519190160663796973495 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8741979251524396588024501 0.1911412790098099279134658 0.5686274509803921350936662 -0.8901960784313724950322921 -1 -0.8858885445597485253088621 -0.9921568627450980670801073 -1" Chromosome2="-0.1933679267252776945440473 0.5078258075367878543460165 0.9215686274509804487564679 -0.4666666666666666740681535 1 1 -0.545098039215686336333988 1" Performance="17.26644402457209537260496 0.1892000000000000070610184 0.4912000000000000254907206 0.4912000000000000254907206 0.1892000000000000070610184 0.9217758985200845689433891 0 0.1892000000000000070610184 18.73171565051055154071946 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8741979251524396588024501 0.1911412790098099279134658 0.5686274509803921350936662 -0.8901960784313724950322921 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="-0.1933679267252776945440473 0.5078258075367878543460165 0.9215686274509804487564679 -0.4666666666666666740681535 1 1 -0.545098039215686336333988 1" Performance="16.97971609713666651941821 0.1904000000000000136779477 0.4912000000000000254907206 0.4912000000000000254907206 0.1904000000000000136779477 0.9159663865546218142199564 0 0.1904000000000000136779477 18.53748821614003006175153 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2048757554560247107211524 0.5764705882352940680135589 -0.9212201532926045377536184 -1 -0.8980392156862745389744873 -1 -1" Chromosome2="1 0.4621855155543488913316708 0.8274509803921568096285455 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 1" Performance="14.22082834180996080419845 0.4444000000000000172306613 0.4912000000000000254907206 0.4912000000000000254907206 0.4444000000000000172306613 0.768676867686768683363141 0 0.4444000000000000172306613 18.50039846340850857586702 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5240841435109087065313815 -1 -0.9638774088200401379822324 -0.866666666666666696272614 -0.8363945702054336184261274 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1763318974174261644094486 1 1 -0.6470588235294116863371983 -0.5527492258679487235895067 1 -0.545098039215686336333988 1" Performance="15.64073827840988073489825 0.2664000000000000256683563 0.4912000000000000254907206 0.4912000000000000254907206 0.2664000000000000256683563 0.8483483483483483800213776 0 0.2664000000000000256683563 18.43669326269199970624868 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4928289962238541210837184 0.2627450980392156409948257 -1 -0.8745098039215686291925067 -0.9922643725787450019737435 -0.9021738365116784841291064 -1 -1" Chromosome2="0.3067147042894479702646038 0.4352941176470588313662802 1 -0.6392156862745097534173055 -0.5766431737927223410977717 -0.5623482559272316994025687 1 0.9765388610084420051293819" Performance="14.3539222833983366456323 0.4056000000000000160760294 0.4912000000000000254907206 0.4912000000000000254907206 0.4056000000000000160760294 0.7800788954635108352064776 0 0.4056000000000000160760294 18.40060328111999154998557 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5477383334206509246655514 -0.9212201532926045377536184 -0.9787742172885272040616655 -0.8980392156862745389744873 -1 -0.9750472420874314316563414" Chromosome2="1 0.4823529411764706509302414 0.8529729459462841445471781 -0.6918774871155618511053831 1 -0.4901960784313725838501341 1 0.9852363380293051031699747" Performance="14.20892851678629220657513 0.4176000000000000267341704 0.4912000000000000254907206 0.4912000000000000254907206 0.4176000000000000267341704 0.774904214559386961269638 0 0.4176000000000000267341704 18.33636757914077719533452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4928289962238541210837184 0.2627450980392156409948257 -1 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.9021738365116784841291064 -1 -1" Chromosome2="0.3067147042894479702646038 0.4352941176470588313662802 1 -0.6392156862745097534173055 -0.5843137254901960009334516 -0.5623482559272316994025687 1 1" Performance="13.80575680136226424110646 0.3931999999999999939603867 0.4912000000000000254907206 0.4912000000000000254907206 0.3931999999999999939603867 0.7751780264496439531995975 0 0.3931999999999999939603867 17.80978862957887898232912 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4786967858183112101144729 0.2856127488522227642064877 -1 -0.8745098039215686291925067 -0.9904576643397822177661283 -1 -1 -0.9154619828870922404462362" Chromosome2="0.3531357858622190537545293 0.3911704904016326533877645 1 -0.6392156862745097534173055 -0.5760925072118823209166294 1 1 -0.5905996672078674958328293" Performance="14.20923011546395287041378 0.3264000000000000234479103 0.4912000000000000254907206 0.4912000000000000254907206 0.3264000000000000234479103 0.8014705882352941568314009 0 0.3264000000000000234479103 17.72894766700089519417816 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -0.9759583568980484402644038 -1" Chromosome2="1 0.4431372549019607642861729 1 -0.6392156862745097534173055 1 -0.545098039215686336333988 -0.6883978100265284449932324 1" Performance="13.38094838266611397159522 0.4000000000000000222044605 0.4912000000000000254907206 0.4912000000000000254907206 0.4000000000000000222044605 0.7670000000000000150990331 0 0.4000000000000000222044605 17.44582579226351271017847 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2736538529808238418006283 -1 -0.8681144019015706314590375 -1 -0.8431372549019607864906334 -1 -0.9936149902077335838157524" Chromosome2="1 0.4334933295795114771564727 1 -0.6491254085975488585802395 1 -0.545098039215686336333988 1 1" Performance="13.18302382973163666690652 0.3987999999999999878319557 0.4912000000000000254907206 0.4912000000000000254907206 0.3987999999999999878319557 0.7642928786359076687162428 0 0.3987999999999999878319557 17.24865453837590933972024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2736538529808238418006283 -1 -0.8681144019015706314590375 -1 -0.8431372549019607864906334 -1 -0.9936149902077335838157524" Chromosome2="1 0.4334933295795114771564727 1 -0.6491254085975488585802395 0.985707737891594049095545 -0.545098039215686336333988 1 1" Performance="13.18302382973163666690652 0.3987999999999999878319557 0.4912000000000000254907206 0.4912000000000000254907206 0.3987999999999999878319557 0.7642928786359076687162428 0 0.3987999999999999878319557 17.24865453837590933972024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2736538529808238418006283 -1 -0.8681144019015706314590375 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4334933295795114771564727 1 -0.6491254085975488585802395 1 -0.545098039215686336333988 1 1" Performance="13.18302382973163666690652 0.3987999999999999878319557 0.4912000000000000254907206 0.4912000000000000254907206 0.3987999999999999878319557 0.7642928786359076687162428 0 0.3987999999999999878319557 17.24865453837590933972024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4790605008538624254299521 0.2705882352941175739147184 -1 -0.8625680624785130312659476 -1 -0.9031126704838021712618001 -0.9921568627450980670801073 -1" Chromosome2="0.3527978042837704997225501 0.4352941176470588313662802 1 -0.6602844664936555751921787 1 -0.341065469638227369841843 -0.545098039215686336333988 1" Performance="12.86133392667901631511995 0.4036000000000000142996726 0.4912000000000000254907206 0.4912000000000000254907206 0.4036000000000000142996726 0.7581764122893954738202638 0 0.4036000000000000142996726 16.9635110222472249574821 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4768906767241501420961924 -1 -1 -1 -0.9921568627450980670801073 -1 -0.9625937443529686277088331 -1" Chromosome2="0.3984109557485284724975827 1 1 -0.6773889622450166569933572 -0.5921568627450980448756468 1 -0.6409151125541232563165295 -0.4820217904628686933499182" Performance="12.53341896876997019205646 0.4219999999999999862332345 0.4912000000000000254907206 0.4912000000000000254907206 0.4219999999999999862332345 0.7488151658767772111957584 0 0.4219999999999999862332345 16.73766710386369638285942 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2522918751328918074428032 -0.9221766871633008122444153 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.8980392156862745389744873 -1 -1" Chromosome2="1 0.4354974351000541199496752 1 -0.6392156862745097534173055 -0.6313725490196078204974128 -0.4901960784313725838501341 1 1" Performance="12.27391345589706794783069 0.4079999999999999737987366 0.4912000000000000254907206 0.4912000000000000254907206 0.4079999999999999737987366 0.7480392156862745167700268 0 0.4079999999999999737987366 16.408114973807350622792 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 -1 -0.866666666666666696272614 -0.9774972405284643173217773 -1 -0.9921568627450980670801073 -1" Chromosome2="0.3254901960784313263985723 0.4352941176470588313662802 1 -0.6392156862745097534173055 1 1 -0.545098039215686336333988 1" Performance="11.91582357524053570330125 0.4139999999999999791278071 0.4912000000000000254907206 0.4912000000000000254907206 0.4139999999999999791278071 0.7410628019323671766827033 0 0.4139999999999999791278071 16.07937079579394179518204 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2627450980392156409948257 -1 -0.8803543379323350848153495 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.9532239295680213775341372" Chromosome2="0.3725490196078431459625335 0.4352941176470588313662802 1 -0.635899423798120033701764 1 -0.545098039215686336333988 -0.7254901960784313486030328 1" Performance="11.72688189960994797900184 0.406000000000000027533531 0.4912000000000000254907206 0.4912000000000000254907206 0.406000000000000027533531 0.7399014778325123664615148 0 0.406000000000000027533531 15.84924784035165856721505 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2628422872930326059659478 0.4865475275489344886281629 -1 -0.9921568627450980670801073 -0.8980392156862745389744873 -0.9843137254901961341602146 -1" Chromosome2="1 0.404772571019609173070819 0.8704248636554634543927023 1 -0.5843137254901960009334516 -0.5058823529411764496899195 -0.4352941176470588313662802 1" Performance="11.37088738958135714085529 0.5664000000000000145661261 0.5088000000000000300204306 0.4912000000000000254907206 0.5664000000000000145661261 0.718926553672316392962216 0 0.5664000000000000145661261 15.81647990535088510455353 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2628422872930326059659478 0.4865475275489344886281629 -1 -0.9921568627450980670801073 -0.8980392156862745389744873 -0.9843137254901961341602146 -0.9872688997065883764747696" Chromosome2="1 0.404772571019609173070819 0.8704248636554634543927023 1 -0.5843137254901960009334516 -0.5058823529411764496899195 -0.4352941176470588313662802 0.9812044119783516205046681" Performance="11.37088738958135714085529 0.5664000000000000145661261 0.5088000000000000300204306 0.4912000000000000254907206 0.5664000000000000145661261 0.718926553672316392962216 0 0.5664000000000000145661261 15.81647990535088510455353 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2628422872930326059659478 0.457950968167348482218415 -1 -0.9921568627450980670801073 -0.8980392156862745389744873 -0.9843137254901961341602146 -1" Chromosome2="0.9902016739811627665801552 0.404772571019609173070819 0.8992873742264987368955076 1 -0.5843137254901960009334516 -0.5058823529411764496899195 -0.4352941176470588313662802 1" Performance="11.3171746612402266407571 0.5652000000000000357047725 0.5088000000000000300204306 0.4912000000000000254907206 0.5652000000000000357047725 0.7183297947629158075599776 0 0.5652000000000000357047725 15.75484511953934863015547 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5686274509803921350936662 -0.866666666666666696272614 -1 -1 -1 -1" Chromosome2="1 0.4823529411764706509302414 0.9215686274509804487564679 -0.6470588235294116863371983 1 1 1 1" Performance="11.0198506860606784130141 0.533200000000000007283063 0.4912000000000000254907206 0.4912000000000000254907206 0.533200000000000007283063 0.7051762940735183393670127 0 0.533200000000000007283063 15.62708613246689992593019 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2705882352941175739147184 0.5686274509803921350936662 -1 -0.8633147467755608595041394 -0.9215686274509804487564679 -0.9921568627450980670801073 -1" Chromosome2="0.2392156862745098422351475 0.4352941176470588313662802 0.9215686274509804487564679 1 1 -0.4823529411764705399079389 -0.7019607843137254388210522 1" Performance="12.1650609977685029150507 0.2948000000000000064837025 0.4912000000000000254907206 0.4912000000000000254907206 0.2948000000000000064837025 0.7788331071913161540720694 0 0.2948000000000000064837025 15.61959922535781686292466 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2705882352941175739147184 0.5686274509803921350936662 -1 -0.8633147467755608595041394 -0.9215686274509804487564679 -0.9921568627450980670801073 -1" Chromosome2="0.2392156862745098422351475 0.4352941176470588313662802 0.9215686274509804487564679 1 1 -0.4823529411764705399079389 -0.7019607843137254388210522 0.9476809806057384655275655" Performance="12.1650609977685029150507 0.2948000000000000064837025 0.4912000000000000254907206 0.4912000000000000254907206 0.2948000000000000064837025 0.7788331071913161540720694 0 0.2948000000000000064837025 15.61959922535781686292466 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -0.9234474809406858497595749" Chromosome2="0.3725490196078431459625335 1 1 -0.6470588235294116863371983 -0.5843137254901960009334516 -0.545098039215686336333988 1 -0.573554993233421517295767" Performance="11.45348231654662995993021 0.4043999999999999817035246 0.4912000000000000254907206 0.4912000000000000254907206 0.4043999999999999817035246 0.7359050445103857418516213 0 0.4043999999999999817035246 15.56380459950086425635618 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="38.89999999999999857891453">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -0.9917600789929137405920301 -1 -1 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 0.9909750993418342535079546 1 1 1" Performance="19.50495904376592903872734 0.4411999999999999810817997 0.5 0.5 0.4411999999999999810817997 0.8467815049864007015401057 0 0.4411999999999999810817997 23.0342289349826785382902 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.236360470063690569775261 0.5314504086869018539829312 -0.8902459640817332875428747 -0.9803914055228233337402344 -0.9812529139956573942527029 -1 -1" Chromosome2="0.3715797938364727714954938 0.4163861985323567549421853 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 1 1" Performance="19.11138296436371675213195 0.4632000000000000006217249 0.5 0.5 0.4632000000000000006217249 0.8359240069084629132234454 0 0.4632000000000000006217249 22.86258416604667687010988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -1 -1 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 1 1" Performance="18.99114201204687901736179 0.4451999999999999846345133 0.5 0.5 0.4451999999999999846345133 0.839173405211141032467026 0 0.4451999999999999846345133 22.63077201221432233069208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -1 -1 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 0.9826013792353944786839293 1" Performance="18.99114201204687901736179 0.4451999999999999846345133 0.5 0.5 0.4451999999999999846345133 0.839173405211141032467026 0 0.4451999999999999846345133 22.63077201221432233069208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -0.9812529139956573942527029 -1 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 1 1" Performance="18.99114201204687901736179 0.4451999999999999846345133 0.5 0.5 0.4451999999999999846345133 0.839173405211141032467026 0 0.4451999999999999846345133 22.63077201221432233069208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -0.9812529139956573942527029 -1 -0.9800019269852444647739276" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 1 0.9831751315572927474306653" Performance="18.99114201204687901736179 0.4451999999999999846345133 0.5 0.5 0.4451999999999999846345133 0.839173405211141032467026 0 0.4451999999999999846345133 22.63077201221432233069208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -1 -1 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 0.9922711364924907684326172 1 0.9826013792353944786839293 1" Performance="18.99114201204687901736179 0.4451999999999999846345133 0.5 0.5 0.4451999999999999846345133 0.839173405211141032467026 0 0.4451999999999999846345133 22.63077201221432233069208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5392251105311720582591306 0.1966901559369396146337294 0.5686274509803921350936662 -0.9388444674840452641717548 -0.8855925355483555971858323 -0.9381193164736032485961914 -1 -1" Chromosome2="0.3346977955324711428986006 0.4128605161506329612741695 0.8588235294117647633527213 -0.6760116064494925414152249 0.9808242298840057493691802 1 -0.629611402768276429142702 0.9763258863240480422973633" Performance="19.75683754274664849504006 0.3652000000000000246025422 0.5 0.5 0.3652000000000000246025422 0.8740416210295728349777278 0 0.3652000000000000246025422 22.60400084777905860278224 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2470588235294117751550402 0.5294117647058822484495977 -0.8929471244950309971599722 -1 -1 -0.990724403533976505364933 -1" Chromosome2="0.3715797938364727714954938 0.4039215686274508776421044 0.8823529411764705621123994 -0.6904569365175476924889608 1 0.9589519386490186203531039 1 1" Performance="18.94045622744226875511231 0.445599999999999996092015 0.5 0.5 0.445599999999999996092015 0.8384201077199281426644006 0 0.445599999999999996092015 22.59065121774163742429664 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4960375108487898865305965 0.1966901559369396146337294 0.5686274509803921350936662 -0.9388444674840452641717548 -0.8895005868953587135905536 -1 -1 -1" Chromosome2="0.2959948557624197396087595 0.4128605161506329612741695 0.8588235294117647633527213 -0.6760116064494925414152249 0.9954663988116175810105801 0.9890885766639950782419533 -0.629611402768276429142702 1" Performance="19.57350465889464530278019 0.3664000000000000034638958 0.5 0.5 0.3664000000000000034638958 0.8711790393013100208818855 0 0.3664000000000000034638958 22.46783241547305109975241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2470588235294117751550402 0.5294117647058822484495977 -0.8902459640817332875428747 -1 -1 -1 -0.9840137524365940580040046" Chromosome2="0.3715797938364727714954938 0.4039215686274508776421044 0.8823529411764705621123994 -0.7007844682196868735246653 1 1 1 0.9939973698107197330742224" Performance="18.48985539215598805640184 0.449199999999999988187227 0.5 0.5 0.449199999999999988187227 0.8317008014247551095365907 0 0.449199999999999988187227 22.23137859249590420063214 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2470588235294117751550402 0.5330667551001389004028397 -0.8902459640817332875428747 -0.9742448097094893455505371 -0.972739877179265022277832 -1 -0.9918902130038650399868061" Chromosome2="0.3715797938364727714954938 0.4039215686274508776421044 0.9026594089168259449351694 -0.7007844682196868735246653 1 1 1 0.994621872005087337420548" Performance="18.75240753611326738337084 0.4103999999999999870325951 0.5 0.5 0.4103999999999999870325951 0.8460038986354775358833535 0 0.4103999999999999870325951 22.16586420743342600303549 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4758314245668268660516276 0.2014361407112251478590537 -1 -0.8836382791222561206012642 -0.9921568627450980670801073 -1 -0.9687066766739095280414062 -1" Chromosome2="0.2170179549630374682411826 0.4258294834879869372734618 1 -0.6385580977002361935390695 -0.4666666666666666740681535 1 -0.5546142620633960351739233 1" Performance="17.83793351070956134662993 0.5155999999999999472422019 0.5 0.5 0.5155999999999999472422019 0.8076027928626842156134558 0 0.5155999999999999472422019 22.08750844889973663498495 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 0.2238346290708014829640149 0.5314504086869018539829312 -0.8902459640817332875428747 -1 -1 -0.9686274509803921572981267 -1" Chromosome2="0.3715797938364727714954938 0.3969659157773497426546783 0.8646972973060373934828249 -0.7007844682196868735246653 1 1 -0.7019607843137254388210522 0.9798113833707959852148406" Performance="18.7132879400801499514273 0.4023999999999999799271677 0.5 0.5 0.4023999999999999799271677 0.8479125248508946333103609 0 0.4023999999999999799271677 22.0698331391801083611881 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2865651267452858363959933 0.5686274509803921350936662 -0.9066861645323330831658382 -1 -0.9215686274509804487564679 -0.9191083435802293033489718 -1" Chromosome2="1 0.4112392633075952486088056 0.8431372549019606754683309 -0.6727563958588863579635131 0.978715373080346617840064 -0.4823529411764705399079389 -0.6686274799648088684733693 0.9775168249677670395669793" Performance="19.26792906222958023931824 0.3452000000000000068389738 0.5 0.5 0.3452000000000000068389738 0.874855156431054492571775 0 0.3452000000000000068389738 22.02413613338294950949603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2865651267452858363959933 0.5686274509803921350936662 -0.9010470197864752783800668 -1 -0.9215686274509804487564679 -0.9191083435802293033489718 -1" Chromosome2="1 0.4112392633075952486088056 0.8431372549019606754683309 -0.6514885962995535795272417 1 -0.4823529411764705399079389 -0.6686274799648088684733693 0.9775168249677670395669793" Performance="19.07901638437592239938567 0.3463999999999999857003274 0.5 0.5 0.3463999999999999857003274 0.8718244803695149869326997 0 0.3463999999999999857003274 21.88401084618483238841691 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9855901639692593585451164 0.2865651267452858363959933 0.5686274509803921350936662 -0.9010470197864752783800668 -1 -0.9215686274509804487564679 -0.9191083435802293033489718 -1" Chromosome2="1 0.4112392633075952486088056 0.8431372549019606754683309 -0.6514885962995535795272417 1 -0.4823529411764705399079389 -0.6686274799648088684733693 0.9775168249677670395669793" Performance="19.07901638437592239938567 0.3463999999999999857003274 0.5 0.5 0.3463999999999999857003274 0.8718244803695149869326997 0 0.3463999999999999857003274 21.88401084618483238841691 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4498442259371637774734154 0.2470588235294117751550402 -1 -0.9870481535016248919589543 -1 -0.9215686274509804487564679 -0.9874191097085445179004637 -1" Chromosome2="0.2119777378538919565542642 0.4039215686274508776421044 1 -0.6692002901469594755567982 1 -0.3725490196078431459625335 -0.702486778533800260149178 0.9393024122411454124303987" Performance="18.16595168758907519190871 0.4259999999999999897859482 0.5 0.5 0.4259999999999999897859482 0.8338028169014084500787476 0 0.4259999999999999897859482 21.78686773342608873349491 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.1301228849466911641208355 -1 -0.9032002767377527163716877 -0.9717536009460067125687033 -1 -0.94465404833219979163772 -1" Chromosome2="0.3098039215686274605587869 0.3940011116555617309842319 1 -0.5317041622024345493002784 -0.3706135653447834021889662 1 -0.6661383992014968669082009 -0.5243393672520624271271572" Performance="18.35488840789783537843505 0.3911999999999999921840299 0.5 0.5 0.3911999999999999921840299 0.8466257668711656414473055 0 0.3911999999999999921840299 21.68004935135758870501377 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.1301228849466911641208355 -0.9744178205728530883789062 -0.9032002767377527163716877 -0.9717536009460067125687033 -1 -0.94465404833219979163772 -1" Chromosome2="0.3098039215686274605587869 0.3940011116555617309842319 1 -0.5317041622024345493002784 -0.3706135653447834021889662 1 -0.6661383992014968669082009 -0.5243393672520624271271572" Performance="18.35488840789783537843505 0.3911999999999999921840299 0.5 0.5 0.3911999999999999921840299 0.8466257668711656414473055 0 0.3911999999999999921840299 21.68004935135758870501377 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4498442259371637774734154 0.2470588235294117751550402 -1 -0.9870481535016248919589543 -1 -0.9215686274509804487564679 -0.9895039680232563528150536 -1" Chromosome2="0.2119777378538919565542642 0.4039215686274508776421044 1 -0.6692002901469594755567982 0.9953844852091090489309977 -0.3725490196078431459625335 -0.7063422541238104646055262 0.9393024122411454124303987" Performance="18.01313668251875554915387 0.427200000000000024158453 0.5 0.5 0.427200000000000024158453 0.8314606741573034032199985 0 0.427200000000000024158453 21.66444817221850271948824 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.282027923453718742941021 -1 -1 -1 -0.9318830874350995108201801 -0.9686274509803921572981267 -1" Chromosome2="0.1921568627450980226711863 0.3986282679557786035040579 1 -0.6789024701690391516706313 1 -0.3384080860950614555449079 -0.7098039215686273717409449 1" Performance="18.71628219507720558567598 0.3443999999999999839239706 0.5 0.5 0.3443999999999999839239706 0.8675958188153309880163988 0 0.3443999999999999839239706 21.57258228910505337694303 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4629256899838390948431766 0.2310472762964016213427243 -1 -1 -1 -0.8928347574072141856760254 -0.9570829500081038387904186 -1" Chromosome2="0.2649033935521455940254043 0.3956115984993257006507861 0.990480480930553075502587 1 -0.4170299540839942364911508 -0.4911698531724659200214944 -0.6210097125907934056954218 1" Performance="17.97186720470052989639953 0.4123999999999999888089519 0.5 0.5 0.4123999999999999888089519 0.8351115421920465298200043 0 0.4123999999999999888089519 21.5203194983115508875926 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4627186974810839070748614 0.2310472762964016213427243 -1 -1 -1 -0.8928347574072141856760254 -0.9570829500081038387904186 -1" Chromosome2="0.2851566670298956163165371 0.3956115984993257006507861 1 1 -0.4170299540839942364911508 -0.4911698531724659200214944 -0.6210097125907934056954218 1" Performance="17.6614187760876184540848 0.4148000000000000020428104 0.5 0.5 0.4148000000000000020428104 0.8302796528447444757148332 0 0.4148000000000000020428104 21.27165072102538800891125 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4627186974810839070748614 0.2310472762964016213427243 -1 -1 -1 -0.8928347574072141856760254 -0.9570829500081038387904186 -0.9952694992069155421887672" Chromosome2="0.2851566670298956163165371 0.3956115984993257006507861 1 1 -0.4170299540839942364911508 -0.4911698531724659200214944 -0.6210097125907934056954218 0.9908709546783939225989002" Performance="17.6614187760876184540848 0.4148000000000000020428104 0.5 0.5 0.4148000000000000020428104 0.8302796528447444757148332 0 0.4148000000000000020428104 21.27165072102538800891125 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4627186974810839070748614 0.2310472762964016213427243 -1 -1 -1 -0.8928347574072141856760254 -0.9570829500081038387904186 -0.9952694992069155421887672" Chromosome2="0.2851566670298956163165371 0.3956115984993257006507861 0.9986584837116846413707094 1 -0.4170299540839942364911508 -0.4911698531724659200214944 -0.6210097125907934056954218 0.9908709546783939225989002" Performance="17.6614187760876184540848 0.4148000000000000020428104 0.5 0.5 0.4148000000000000020428104 0.8302796528447444757148332 0 0.4148000000000000020428104 21.27165072102538800891125 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2235294117647059763953621 -1 -0.8836382791222561206012642 -0.9921568627450980670801073 -0.9785720412752457741945022 -0.9687066766739095280414062 -1" Chromosome2="0.2392156862745098422351475 0.4352941176470588313662802 1 -0.6385580977002361935390695 -0.4666666666666666740681535 1 -0.5546142620633960351739233 1" Performance="16.75224993956327423916264 0.5096000000000000529354338 0.5 0.5 0.5096000000000000529354338 0.7951334379905808935617983 0 0.5096000000000000529354338 21.06847623198776986441771 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2202662701434631165042788 0.5529411764705882692538808 -0.8759712691438474863048214 -1 -0.9932334870334533771796259 -0.9921568627450980670801073 -1" Chromosome2="1 0.4009571531319363613121709 0.8588235294117647633527213 -0.6722790607220483494188557 1 -0.5277520404707628509655137 -0.6313725490196078204974128 1" Performance="17.25809363504442472958544 0.4112000000000000099475983 0.5 0.5 0.4112000000000000099475983 0.8258754863813229096791702 0 0.4112000000000000099475983 20.89672586198547676872295 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.5529411764705882692538808 -0.8689176350606210297300436 -0.9843137254901961341602146 -1 -0.9191083435802293033489718 -1" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 -0.658506000817945191805336 -0.5764705882352940680135589 1 -0.6686274799648088684733693 1" Performance="18.03007785920058125839205 0.2872000000000000108357767 0.5 0.5 0.2872000000000000108357767 0.8816155988857938829994509 0 0.2872000000000000108357767 20.45117836162087954221533 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.8823529411764705621123994 -1 -0.8545067962624278701255776 -0.9764705882352940902180194 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.5843137254901960009334516 1 -0.5690104890979972296349843 -0.6705882352941177071414813 1" Performance="16.38848543934123824783455 0.449199999999999988187227 0.5 0.5 0.449199999999999988187227 0.8040961709706144766585112 0 0.449199999999999988187227 20.38125044117409601085456 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5494282037559706788343306 -0.866666666666666696272614 -1 -1 -0.9657411314916851674539089 -1" Chromosome2="1 0.4039215686274508776421044 0.8602359099497154382163444 -0.6549019607843137302793934 1 1 -0.3984264268644847617473204 1" Performance="16.7973696883623411224562 0.3860000000000000097699626 0.5 0.5 0.3860000000000000097699626 0.8269430051813471127530875 0 0.3860000000000000097699626 20.31260870835797049949178 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.5529411764705882692538808 -0.8489696228318702742043911 -0.9843137254901961341602146 -1 -0.9191083435802293033489718 -1" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 -0.6631068741405726774118534 -0.5764705882352940680135589 1 -0.6686274799648088684733693 0.9775168249677670395669793" Performance="17.74287790086069804829094 0.2807999999999999940492046 0.5 0.5 0.2807999999999999940492046 0.8803418803418803229021705 0 0.2807999999999999940492046 20.15453120777380391359657 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.1104588115697398009729113 -1 -1 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1" Chromosome2="0.1921568627450980226711863 0.3926471901135335507149193 1 1 1 -0.545098039215686336333988 -0.6705882352941177071414813 1" Performance="16.75589480414218712667207 0.3588000000000000078159701 0.5 0.5 0.3588000000000000078159701 0.8350055741360089545111123 0 0.3588000000000000078159701 20.06680592699004250789585 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 -1 0.5294117647058822484495977 -0.8745098039215686291925067 -1 -0.9940047545456572875011148 -0.9297626450813064602485269 -1" Chromosome2="0.3715797938364727714954938 1 0.8823529411764705621123994 -0.6392156862745097534173055 1 1 1 1" Performance="15.71653603403801646720694 0.4540000000000000146549439 0.5 0.5 0.4540000000000000146549439 0.7938325991189427721650418 0 0.4540000000000000146549439 19.79830010947075180638421 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.506086574009611878111059 -1 0.5294117647058822484495977 -0.8745098039215686291925067 -1 -0.9940047545456572875011148 -0.9297626450813064602485269 -0.9912922101405760022529989" Chromosome2="0.3715797938364727714954938 1 0.8823529411764705621123994 -0.6392156862745097534173055 1 1 1 1" Performance="15.71653603403801646720694 0.4540000000000000146549439 0.5 0.5 0.4540000000000000146549439 0.7938325991189427721650418 0 0.4540000000000000146549439 19.79830010947075180638421 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2469804447797761814964446 0.5686274509803921350936662 -1 -1 -0.911754378350755900761726 -0.9764705882352940902180194 -1" Chromosome2="0.1921568627450980226711863 0.3960397959950299751064051 0.8588235294117647633527213 1 1 -0.5079119393379835090129859 -0.7019607843137254388210522 1" Performance="16.22970227449683022769023 0.3508000000000000007105427 0.5 0.5 0.3508000000000000007105427 0.8301026225769669864007483 0 0.3508000000000000007105427 19.55144078946939600882615 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5294117647058822484495977 -0.866666666666666696272614 -0.9921568627450980670801073 -0.8745098039215686291925067 -0.9811669521252898151786326 -1" Chromosome2="1 0.4352941176470588313662802 0.8823529411764705621123994 -0.6549019607843137302793934 -0.4666666666666666740681535 -0.5058823529411764496899195 1 1" Performance="15.36424042934857148168248 0.4495999999999999996447286 0.5 0.5 0.4495999999999999996447286 0.7900355871886121095215572 0 0.4495999999999999996447286 19.44752955246373105069324 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -0.9094528265005232814388592 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="0.1921568627450980226711863 0.4039215686274508776421044 1 -0.6664060109386256147701033 -0.4666666666666666740681535 1 1 -0.6627450980392156631992862" Performance="15.97657796061692003775079 0.3628000000000000113686838 0.5 0.5 0.3628000000000000113686838 0.8224917309812569410354399 0 0.3628000000000000113686838 19.42460617999939032074508 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.9071350941544070733968397" Chromosome2="1 0.4039215686274508776421044 1 -0.6470588235294116863371983 -0.5137254901960783826098123 1 -0.4117647058823529215842996 -0.7262562367261624629577454" Performance="15.51387748055123871893102 0.3719999999999999973354647 0.5 0.5 0.3719999999999999973354647 0.8129032258064515792383986 0 0.3719999999999999973354647 19.08453182131303194069005 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2470588235294117751550402 0.5563486933406430745563398 -1 -0.9762391851395301189953102 -0.9613878442528279721912554 -1 -1" Chromosome2="0.2392156862745098422351475 0.4039215686274508776421044 0.8508607347405146015262289 1 -0.4610446055239254548041572 0.9624275262089999616321734 1 1" Performance="14.82178858023594969495207 0.4676000000000000156319402 0.5 0.5 0.4676000000000000156319402 0.7784431137724551197365486 0 0.4676000000000000156319402 19.04029763768771843501781 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.866666666666666696272614 -1 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.9958569964588578349307113" Chromosome2="1 0.4039215686274508776421044 1 -0.6470588235294116863371983 1 -0.4901960784313725838501341 -0.6313725490196078204974128 1" Performance="15.02327323419549287564223 0.398399999999999976374454 0.5 0.5 0.398399999999999976374454 0.7981927710843373935389877 0 0.398399999999999976374454 18.82161024057699449940628 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5294117647058822484495977 -1 -0.9614484630219236604986577 -0.866666666666666696272614 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.8823529411764705621123994 1 -0.620275715346831568730579 -0.545098039215686336333988 1 1" Performance="15.52587340806834426132355 0.3316000000000000058619776 0.5 0.5 0.3316000000000000058619776 0.8262967430639324151186997 0 0.3316000000000000058619776 18.78970665005643425615744 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -0.9843137254901961341602146 -0.9215686274509804487564679 -0.960784313725490224378234 -1" Chromosome2="1 0.4039215686274508776421044 1 1 -0.5764705882352940680135589 -0.4823529411764705399079389 -0.7098039215686273717409449 1" Performance="15.05836004604937272688403 0.3847999999999999753974578 0.5 0.5 0.3847999999999999753974578 0.8024948024948025393499051 0 0.3847999999999999753974578 18.76443311437758509896412 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -1 -0.9843137254901961341602146 -0.9215686274509804487564679 -0.960784313725490224378234 -0.9739824476602830793936505" Chromosome2="1 0.4039215686274508776421044 1 1 -0.5764705882352940680135589 -0.4823529411764705399079389 -0.7098039215686273717409449 0.998233129580815670145455" Performance="15.05836004604937272688403 0.3847999999999999753974578 0.5 0.5 0.3847999999999999753974578 0.8024948024948025393499051 0 0.3847999999999999753974578 18.76443311437758509896412 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 -1 -0.866666666666666696272614 -1 -0.8745098039215686291925067 -0.9764705882352940902180194 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6549019607843137302793934 -0.5315149558722118694475967 -0.4901960784313725838501341 -0.7019607843137254388210522 1" Performance="15.23079308660942388087278 0.3615999999999999769961789 0.5 0.5 0.3615999999999999769961789 0.8119469026548672418996944 0 0.3615999999999999769961789 18.7583609677042488783627 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 -1 -0.8745098039215686291925067 -1 -1 -0.9764705882352940902180194 -1" Chromosome2="1 0.4352941176470588313662802 1 -0.6235294117647058875775201 0.985229290788993239402771 1 -0.7019607843137254388210522 1" Performance="14.21303938433356783832551 0.5228000000000000424549285 0.5 0.5 0.5228000000000000424549285 0.7589900535577658313712845 0 0.5228000000000000424549285 18.7262524952862641214324 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5529411764705882692538808 -1 -0.9762391851395301189953102 -0.8544218997927565117933568 -0.960784313725490224378234 -1" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 1 -0.4610446055239254548041572 -0.4418070160619476105523518 -0.7098039215686273717409449 1" Performance="14.88395493870015684478858 0.3867999999999999771738146 0.5 0.5 0.3867999999999999771738146 0.799379524301964794474884 0 0.3867999999999999771738146 18.61938476807639375465442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.5686274509803921350936662 -1 -1 -0.8745098039215686291925067 -0.9764705882352940902180194 -1" Chromosome2="1 0.4039215686274508776421044 0.8431372549019606754683309 1 1 -0.4901960784313725838501341 -0.6705882352941177071414813 0.9792124722504390588184719" Performance="14.83787802888325479955256 0.3924000000000000265565347 0.5 0.5 0.3924000000000000265565347 0.7971457696228337885813175 0 0.3924000000000000265565347 18.61375747613104181255039 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5529411764705882692538808 -1 -0.9921568627450980670801073 -0.8544218997927565117933568 -0.960784313725490224378234 -0.9716637242283370223816519" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 1 -0.4666666666666666740681535 -0.4418070160619476105523518 -0.7098039215686273717409449 1" Performance="14.78664483336085133657889 0.3876000000000000000888178 0.5 0.5 0.3876000000000000000888178 0.7977296181630546545449079 0 0.3876000000000000000888178 18.53591053496334595251938 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.9044893919676210147784445" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 1 -0.5843137254901960009334516 1 -0.5607843137254902021737735 1 -0.70176470086124598246613" Performance="15.13583889418102046420245 0.3412000000000000032862602 0.5 0.5 0.3412000000000000032862602 0.8171160609613130620942911 0 0.3412000000000000032862602 18.52348719761321405030685 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="39.10000000000000142108547">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="97" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.905739049560257303284061 0.2421529648623649000338531 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.9329307807134646912672338 -1" Chromosome2="1 0.3938141851270346993629801 0.8823529411764705621123994 1 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6541162543510106175403962 -0.6436613817767318224127848" Performance="21.39966917854878047933198 0.3452000000000000068389738 0.4743999999999999883648627 0.4743999999999999883648627 0.3452000000000000068389738 0.8852838933951332478500262 0 0.3452000000000000068389738 24.17266295953874077895307 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.9816119690824832710873693 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.9224998857752949588117986 -0.9051650659630019468693263" Chromosome2="1 0.411764705882353032606602 1 1 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6772963872957050712741989 -0.6922332035467966271369278" Performance="20.83477626661954218434403 0.3748000000000000220268248 0.4743999999999999883648627 0.4743999999999999883648627 0.3748000000000000220268248 0.8665955176093916856316923 0 0.3748000000000000220268248 24.0421001992888072607002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9886576583494945946739563 0.2549019607843137080749329 -1 -0.9816119690824832710873693 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.9224998857752949588117986 -0.9051650659630019468693263" Chromosome2="0.9753376640075324122136635 0.411764705882353032606602 1 1 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6772963872957050712741989 -0.6922332035467966271369278" Performance="20.83477626661954218434403 0.3748000000000000220268248 0.4743999999999999883648627 0.4743999999999999883648627 0.3748000000000000220268248 0.8665955176093916856316923 0 0.3748000000000000220268248 24.0421001992888072607002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4624192454618087921858205 0.2575733480759741511612049 -1 -0.866666666666666696272614 -0.8900693828860918310752481 -0.8901960784313724950322921 -1 -1" Chromosome2="0.3577349950278878587539566 0.4018375076895621123007629 0.9665733509157833358571565 -0.4666666666666666740681535 1 -0.5058823529411764496899195 1 -0.5442031041684156633664315" Performance="19.70386770047027980012899 0.3691999999999999726441047 0.4743999999999999883648627 0.4743999999999999883648627 0.3691999999999999726441047 0.8537378114842903986669853 0 0.3691999999999999726441047 23.07953031412952782375214 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2643273350553472789137288 -1 -0.9414668912615846707581113 -0.9921568627450980670801073 -1 -0.9303886591174008735549705 -1" Chromosome2="1 0.388942985587151179860399 0.9683254381357613294056819 -0.3881334412550809243036554 -0.5764705882352940680135589 0.7001187019050121307373047 -0.5820863629924939441906417 1" Performance="19.88310567916640536623163 0.3356000000000000094146912 0.4743999999999999883648627 0.4743999999999999883648627 0.3356000000000000094146912 0.8688915375446960576155675 0 0.3356000000000000094146912 22.88329995174295561355393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2643273350553472789137288 -1 -0.9414668912615846707581113 -0.9921568627450980670801073 -1 -0.9303886591174008735549705 -1" Chromosome2="1 0.388942985587151179860399 0.9683254381357613294056819 -0.3881334412550809243036554 -0.5764705882352940680135589 0.7001187019050121307373047 -0.5820863629924939441906417 0.9807680603365103166879635" Performance="19.88310567916640536623163 0.3356000000000000094146912 0.4743999999999999883648627 0.4743999999999999883648627 0.3356000000000000094146912 0.8688915375446960576155675 0 0.3356000000000000094146912 22.88329995174295561355393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.905739049560257303284061 0.2627450980392156409948257 0.5559836309948346100284766 -0.9517303619844218465217978 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.9686274509803921572981267 -0.9894728509576192765351266" Chromosome2="1 0.4039215686274508776421044 0.8787550647618781463066284 0.9495826953401168557533651 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6705882352941177071414813 -0.7113108726278343230120527" Performance="18.24055387103617320576632 0.3891999999999999904076731 0.4743999999999999883648627 0.4743999999999999883648627 0.3891999999999999904076731 0.8273381294964028409566481 0 0.3891999999999999904076731 22.0472781571654614651834 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9794049615040421041811669 0.2627450980392156409948257 -1 -0.9414668912615846707581113 -0.9850981874308200048062645 -1 -0.9323816907871045334132987 -1" Chromosome2="1 0.4039215686274508776421044 0.9794958802504520889442574 -0.3881334412550809243036554 -0.5745501358288807036700518 0.7001187019050121307373047 -0.5783405663235741123173739 1" Performance="18.28428581352430981610269 0.37640000000000001234568 0.4743999999999999883648627 0.4743999999999999883648627 0.37640000000000001234568 0.8320935175345377521338719 0 0.37640000000000001234568 21.97383518585743900075613 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.9414668912615846707581113 -0.9921568627450980670801073 -1 -0.9198719891798878833810704 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.3881334412550809243036554 -0.5764705882352940680135589 0.7001187019050121307373047 -0.5987511561641033486225183 1" Performance="18.39103006277166940662937 0.3519999999999999795718963 0.4743999999999999883648627 0.4743999999999999883648627 0.3519999999999999795718963 0.8420454545454545414173708 0 0.3519999999999999795718963 21.84089939978282046695313 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9933240252236524847617716 0.2627450980392156409948257 -1 -0.9414668912615846707581113 -0.9921568627450980670801073 -1 -0.9198719891798878833810704 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.3881334412550809243036554 -0.5764705882352940680135589 0.7001187019050121307373047 -0.5987511561641033486225183 1" Performance="18.39103006277166940662937 0.3519999999999999795718963 0.4743999999999999883648627 0.4743999999999999883648627 0.3519999999999999795718963 0.8420454545454545414173708 0 0.3519999999999999795718963 21.84089939978282046695313 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.452540981318770352270775 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -0.8962318251617664710551026 -1 -1" Chromosome2="0.2098087792284786257113183 0.411764705882353032606602 1 1 -0.5764705882352940680135589 -0.5525566115911793030335275 1 1" Performance="16.88469696144605336485256 0.4892000000000000237143638 0.4743999999999999883648627 0.4743999999999999883648627 0.4892000000000000237143638 0.7825020441537203774728937 0 0.4892000000000000237143638 21.57783112209877174336725 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.452540981318770352270775 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -0.8962318251617664710551026 -1 -1" Chromosome2="0.2098087792284786257113183 0.411764705882353032606602 1 0.9952927174928941633780255 -0.5764705882352940680135589 -0.5525566115911793030335275 1 1" Performance="16.88469696144605336485256 0.4892000000000000237143638 0.4743999999999999883648627 0.4743999999999999883648627 0.4892000000000000237143638 0.7825020441537203774728937 0 0.4892000000000000237143638 21.57783112209877174336725 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.452540981318770352270775 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -0.8934065925973910804458455 -1 -1" Chromosome2="0.2098087792284786257113183 0.411764705882353032606602 0.9740054152701815848303113 1 -0.5764705882352940680135589 -0.5617986594068378192190494 1 1" Performance="16.86094259806021966596745 0.4716000000000000191846539 0.4743999999999999883648627 0.4743999999999999883648627 0.4716000000000000191846539 0.7862595419847328015450216 0 0.4716000000000000191846539 21.44449980918338738433704 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.6174252920868722460667755 -0.8250841587627699702522932 -0.97980210049087368417986 -0.895748524722186134638946 -1 -0.9984505090241631020120394" Chromosome2="1 0.411764705882353032606602 1 -0.6345654290697023691691925 -0.6383932257140679800144767 -0.5394109741167566474118189 1 1" Performance="17.79117884337150101714542 0.343200000000000005062617 0.4743999999999999883648627 0.4743999999999999883648627 0.343200000000000005062617 0.8368298368298368039575053 0 0.343200000000000005062617 21.26021092982276883276427 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5686274509803921350936662 -0.8196078431372548767086528 -0.9902192947558230429194737 -1 -0.9395421608851181050070522 -1" Chromosome2="1 0.411764705882353032606602 0.8823529411764705621123994 -0.5137254901960783826098123 0.9784556033296717414415866 1 -0.6680144820285806028792308 0.9807659207953739466390175" Performance="17.28203302628725523959474 0.3815999999999999947597473 0.4743999999999999883648627 0.4743999999999999883648627 0.3815999999999999947597473 0.8165618448637316229010708 0 0.3815999999999999947597473 21.16438961113997763163752 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.6110795179470664972853911 -1 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.9686274509803921572981267 -1" Chromosome2="1 0.4039215686274508776421044 0.88594894263089873920336 1 -0.5764705882352940680135589 -0.545098039215686336333988 -0.6705882352941177071414813 -0.702132611466096845376228" Performance="17.49537325043503699362191 0.3599999999999999866773237 0.4743999999999999883648627 0.4743999999999999883648627 0.3599999999999999866773237 0.8266666666666666607454772 0 0.3599999999999999866773237 21.16375796423593058648294 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5686274509803921350936662 -0.8196078431372548767086528 -1 -1 -0.9395421608851181050070522 -1" Chromosome2="1 0.411764705882353032606602 0.8823529411764705621123994 -0.5137254901960783826098123 1 1 -0.6680144820285806028792308 0.9807659207953739466390175" Performance="17.22981849335260662314795 0.3820000000000000062172489 0.4743999999999999883648627 0.4743999999999999883648627 0.3820000000000000062172489 0.8157068062827225185529301 0 0.3820000000000000062172489 21.12256310802533931791913 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4686097853004420610290026 0.2749384550402074745001357 -1 -0.8517261618581146720430297 -0.9181841108947992324829102 -0.8823529411764705621123994 -1 -1" Chromosome2="0.3193344431020794238484939 0.397598267840891195223918 1 -0.4974237101773421043660051 1 -0.545098039215686336333988 1 -0.5442031041684156633664315" Performance="17.65185487404233555253086 0.3256000000000000005329071 0.4743999999999999883648627 0.4743999999999999883648627 0.3256000000000000005329071 0.8415233415233415170675357 0 0.3256000000000000005329071 20.97607279922695155960355 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2708374071850394027016762 0.5058823529411764496899195 -1 -0.9921568627450980670801073 -0.866666666666666696272614 -0.9686274509803921572981267 -1" Chromosome2="1 0.3846418679640242199724298 0.9294117647058823816763606 1 -0.5764705882352940680135589 -0.545098039215686336333988 -0.545098039215686336333988 1" Performance="17.69044093963433894600712 0.3164000000000000145661261 0.4743999999999999883648627 0.4743999999999999883648627 0.3164000000000000145661261 0.845764854614412087130404 0 0.3164000000000000145661261 20.91650042339426462945084 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4072955097969946924862938 0.2627450980392156409948257 0.5686274509803921350936662 -0.8352941176470588535707407 -1 -0.866666666666666696272614 -0.9518319031503001959038102 -1" Chromosome2="0.2092497485605152585108613 0.4039215686274508776421044 0.9215686274509804487564679 -0.4745098039215686069880462 1 -0.5607843137254902021737735 -0.6757750225971513868827856 1" Performance="17.3694978528928025696132 0.3140000000000000013322676 0.4743999999999999883648627 0.4743999999999999883648627 0.3140000000000000013322676 0.8420382165605095892146892 0 0.3140000000000000013322676 20.62792105071233095259231 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2407646325543945642344568 0.5294117647058822484495977 -0.8861134323963059111761709 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -1" Chromosome2="1 0.4039726898739006699656784 0.9294117647058823816763606 -0.6061898747479486093681089 -0.5764705882352940680135589 1 -0.545098039215686336333988 1" Performance="16.08992401420027107405986 0.4460000000000000075495166 0.4743999999999999883648627 0.4743999999999999883648627 0.4460000000000000075495166 0.7820627802690582885958293 0 0.4460000000000000075495166 20.57369871081800738465972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8861134323963059111761709 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6061898747479486093681089 -0.5764705882352940680135589 1 -0.545098039215686336333988 1" Performance="15.98951510363347061627337 0.4355999999999999872102308 0.4743999999999999883648627 0.4743999999999999883648627 0.4355999999999999872102308 0.7832874196510559716699618 0 0.4355999999999999872102308 20.41334343242303717147479 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8861134323963059111761709 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -0.9786640625104479074281016" Chromosome2="1 0.4039215686274508776421044 1 -0.6061898747479486093681089 -0.5764705882352940680135589 1 -0.545098039215686336333988 1" Performance="15.98951510363347061627337 0.4355999999999999872102308 0.4743999999999999883648627 0.4743999999999999883648627 0.4355999999999999872102308 0.7832874196510559716699618 0 0.4355999999999999872102308 20.41334343242303717147479 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -0.914847775760194714678164 -0.9708773203961112985282966 -1" Chromosome2="0.199999999999999955591079 0.411764705882353032606602 1 1 -0.5764705882352940680135589 -0.5226814622235436136321596 1 1" Performance="15.92660603046921785619361 0.4319999999999999951150187 0.4743999999999999883648627 0.4743999999999999883648627 0.4319999999999999951150187 0.7833333333333333259318465 0 0.4319999999999999951150187 20.33183748570538540434427 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2627450980392156409948257 0.6214216093967359633154501 -0.8588235294117647633527213 -0.838602517910447708970878 -0.8901960784313724950322921 -1 -1" Chromosome2="0.199999999999999955591079 0.4039215686274508776421044 0.8438393567546326190509376 -0.4745098039215686069880462 -0.4952742315974889564245132 -0.4901960784313725838501341 1 1" Performance="18.60060623728948669963756 0.2104000000000000036859404 0.4743999999999999883648627 0.4743999999999999883648627 0.2104000000000000036859404 0.9163498098859315099673495 0 0.2104000000000000036859404 20.29858688965616408950154 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5058823529411764496899195 -1 -0.9698184785723813483571121 -0.9005236135643270856121489 -1 -1" Chromosome2="1 0.411764705882353032606602 0.9215686274509804487564679 0.9760686026121943026367944 -0.5593311186994375239223132 -0.5479695975085766557199918 1 1" Performance="15.48802288480926669933524 0.457600000000000006750156 0.4743999999999999883648627 0.4743999999999999883648627 0.457600000000000006750156 0.770979020979020934767334 0 0.457600000000000006750156 20.08877344696349354080667 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9100889823936595401931982 0.2627450980392156409948257 -1 -1 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.9774132437028345554708153" Chromosome2="0.9874822191526124726124181 0.4039215686274508776421044 1 1 -0.3490196078431372361805529 -0.4431372549019607642861729 1 -0.7246842668806554588201152" Performance="15.32577688031087603803826 0.4652000000000000023980817 0.4743999999999999883648627 0.4743999999999999883648627 0.4652000000000000023980817 0.7669819432502149592068008 0 0.4652000000000000023980817 19.98192658273716304506706 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4786933812362775264581671 0.2549019607843137080749329 -1 -0.8348170958741122360535769 -1 -0.8823529411764705621123994 -0.9764705882352940902180194 -1" Chromosome2="0.34161553112751069649633 0.411764705882353032606602 1 -0.5415235982873901621204027 1 -0.545098039215686336333988 -0.545098039215686336333988 1" Performance="15.44122048504561739434848 0.4339999999999999968913755 0.4743999999999999883648627 0.4743999999999999883648627 0.4339999999999999968913755 0.7760368663594470195477015 0 0.4339999999999999968913755 19.89753471053978017835107 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.5058823529411764496899195 -1 -0.9698184785723813483571121 -0.8823529411764705621123994 -1 -1" Chromosome2="1 0.411764705882353032606602 0.9215686274509804487564679 1 -0.5593311186994375239223132 -0.545098039215686336333988 1 1" Performance="15.03748526737047264134617 0.4467999999999999749533686 0.4743999999999999883648627 0.4743999999999999883648627 0.4467999999999999749533686 0.7672336615935542170063854 0 0.4467999999999999749533686 19.59961615362055553646314 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.600000000000000088817842 -0.88146519483253160665015 -1 -0.960784313725490224378234 -0.9129687376426609546342661 -1" Chromosome2="1 0.4039215686274508776421044 0.8588235294117647633527213 -0.5311579758780117233030182 1 -0.3725490196078431459625335 -0.7273975968580035367239134 0.9243121406232768233479646" Performance="16.55199698999239288355056 0.2716000000000000080824236 0.4743999999999999883648627 0.4743999999999999883648627 0.2716000000000000080824236 0.8483063328424153004547748 0 0.2716000000000000080824236 19.51181589618894918203296 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2627450980392156409948257 -1 -1 -0.9921568627450980670801073 -0.9110682112745861482849818 -0.9706984278620639505774648 -1" Chromosome2="0.3098039215686274605587869 0.4039215686274508776421044 1 1 -0.5764705882352940680135589 -0.5139930995465599172788984 -0.4504128015209102886551307 0.1743417587131261825561523" Performance="15.00094533174414301868183 0.4139999999999999791278071 0.4743999999999999883648627 0.4743999999999999883648627 0.4139999999999999791278071 0.7748792270531400516730969 0 0.4139999999999999791278071 19.3590753346074677665456 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1842048907148488290363986 -1 -1 -1 -0.9348357211041147252217343 -0.9686274509803921572981267 -0.8980392156862745389744873" Chromosome2="1 0.3736053672856560203818788 1 1 1 -0.3737848656351158704858051 -0.545098039215686336333988 -0.7254901960784313486030328" Performance="16.21926381118706927964013 0.2792000000000000037303494 0.4743999999999999883648627 0.4743999999999999883648627 0.2792000000000000037303494 0.8395415472779369503442126 0 0.2792000000000000037303494 19.31919136554364158087083 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9793013959126763978702002 0.1842048907148488290363986 -1 -1 -1 -0.9348357211041147252217343 -0.9686274509803921572981267 -0.8980392156862745389744873" Chromosome2="0.9918772273068857669997556 0.3736053672856560203818788 1 1 1 -0.3737848656351158704858051 -0.545098039215686336333988 -0.7254901960784313486030328" Performance="16.21926381118706927964013 0.2792000000000000037303494 0.4743999999999999883648627 0.4743999999999999883648627 0.2792000000000000037303494 0.8395415472779369503442126 0 0.2792000000000000037303494 19.31919136554364158087083 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1842048907148488290363986 -1 -1 -1 -0.9348357211041147252217343 -0.9686274509803921572981267 -0.8980392156862745389744873" Chromosome2="1 0.3736053672856560203818788 1 1 0.9827831911812112686277487 -0.3737848656351158704858051 -0.545098039215686336333988 -0.7254901960784313486030328" Performance="16.21926381118706927964013 0.2792000000000000037303494 0.4743999999999999883648627 0.4743999999999999883648627 0.2792000000000000037303494 0.8395415472779369503442126 0 0.2792000000000000037303494 19.31919136554364158087083 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9793013959126763978702002 0.1842048907148488290363986 -0.978579469915965338699948 -1 -1 -0.9348357211041147252217343 -0.9686274509803921572981267 -0.8980392156862745389744873" Chromosome2="0.9918772273068857669997556 0.3736053672856560203818788 1 1 1 -0.3737848656351158704858051 -0.545098039215686336333988 -0.7254901960784313486030328" Performance="16.21926381118706927964013 0.2792000000000000037303494 0.4743999999999999883648627 0.4743999999999999883648627 0.2792000000000000037303494 0.8395415472779369503442126 0 0.2792000000000000037303494 19.31919136554364158087083 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2470588235294117751550402 0.5890028685593690083166507 -0.866666666666666696272614 -1 -0.8823529411764705621123994 -0.914859463084562118950771 -1" Chromosome2="1 0.4352941176470588313662802 0.8297929906621431817015377 -0.4666666666666666740681535 1 -0.545098039215686336333988 -0.4837881887295082394828682 1" Performance="16.20553784252610185490084 0.2776000000000000134114941 0.4743999999999999883648627 0.4743999999999999883648627 0.2776000000000000134114941 0.8400576368876080390890593 0 0.2776000000000000134114941 19.2909832979641784334035 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9974679895402753793121065 0.2627450980392156409948257 0.5686274509803921350936662 -1 -0.9581821420970565439390043 -0.866666666666666696272614 -0.9921568627450980670801073 -1" Chromosome2="0.9819138559129307886053084 0.4039215686274508776421044 0.9215686274509804487564679 1 -0.5925842367559021051093282 -0.5607843137254902021737735 -0.4117647058823529215842996 1" Performance="15.3671253202766191492401 0.3539999999999999813482532 0.4743999999999999883648627 0.4743999999999999883648627 0.3539999999999999813482532 0.7977401129943503255148585 0 0.3539999999999999813482532 19.26332281649406041879047 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 0.2549019607843137080749329 0.5686274509803921350936662 -0.8274509803921568096285455 -0.9843137254901961341602146 -1 -0.9344176400532070436710796 -1" Chromosome2="0.199999999999999955591079 0.411764705882353032606602 0.8823529411764705621123994 -0.5137254901960783826098123 -0.5999999999999999777955395 1 -0.6670642717512265118529058 1" Performance="15.52310531165187335034261 0.3168000000000000260236277 0.4743999999999999883648627 0.4743999999999999883648627 0.3168000000000000260236277 0.8131313131313131492561297 0 0.3168000000000000260236277 19.09052702923646549493242 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9262339854612946510314941 0.2470588235294117751550402 0.600000000000000088817842 -0.866666666666666696272614 -1 -0.8823529411764705621123994 -0.914859463084562118950771 -1" Chromosome2="1 0.4352941176470588313662802 0.8509803921568628304328286 -0.4666666666666666740681535 1 -0.545098039215686336333988 -0.4837881887295082394828682 0.9896132319234312024747169" Performance="15.6706615854035948842693 0.3019999999999999906741266 0.4743999999999999883648627 0.4743999999999999883648627 0.3019999999999999906741266 0.8211920529801324253327266 0 0.3019999999999999906741266 19.0828217693221198203446 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4489522137691185910135516 0.2549019607843137080749329 0.5843137254901960009334516 -1 -1 -0.8823529411764705621123994 -0.9686274509803921572981267 -1" Chromosome2="0.3680517113919444249781066 0.411764705882353032606602 0.8588235294117647633527213 1 1 -0.545098039215686336333988 -0.6705882352941177071414813 1" Performance="14.66493501003654031933365 0.3827999999999999736211009 0.4743999999999999883648627 0.4743999999999999883648627 0.3827999999999999736211009 0.7784743991640543647747563 0 0.3827999999999999736211009 18.83804403302680441356642 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4757256438677994192509857 0.2549019607843137080749329 -1 -1 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -1" Chromosome2="0.3633058761405850711767584 0.411764705882353032606602 1 1 -0.5764705882352940680135589 1 -0.545098039215686336333988 1" Performance="13.81971410059746929732682 0.5148000000000000353495011 0.4743999999999999883648627 0.4743999999999999883648627 0.5148000000000000353495011 0.7358197358197358095566187 0 0.5148000000000000353495011 18.78138547779191469544458 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5058823529411764496899195 -1 -1 -0.960784313725490224378234 -0.960784313725490224378234 -1" Chromosome2="1 0.4039215686274508776421044 0.9215686274509804487564679 1 1 -0.3725490196078431459625335 -0.6941176470588235059011595 0.9012038856031791000944509" Performance="14.22603821081442632134895 0.427200000000000024158453 0.4743999999999999883648627 0.4743999999999999883648627 0.427200000000000024158453 0.7602996254681647636530784 0 0.427200000000000024158453 18.71109459254902418479105 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2581219760251232675507538 0.6110906122040146160045992 -1 -0.9921568627450980670801073 -0.8863488400185958182575519 -1 -0.9596638228921663404946685" Chromosome2="0.199999999999999955591079 0.4122383817544933437559962 0.8745750800696044935378382 1 -0.5764705882352940680135589 -0.5462306426922126645351341 1 0.9479174858757427601929635" Performance="14.26903477033370926108091 0.3784000000000000141220369 0.4743999999999999883648627 0.4743999999999999883648627 0.3784000000000000141220369 0.7737843551797040086981383 0 0.3784000000000000141220369 18.44058318679739016943131 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 0.2627450980392156409948257 0.4992381711949688272156322 -1 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -1" Chromosome2="0.3725490196078431459625335 0.4039215686274508776421044 0.9446173808373072855459895 1 -0.5843137254901960009334516 1 -0.545098039215686336333988 1" Performance="13.87174997669224829621726 0.4391999999999999793054428 0.4743999999999999883648627 0.4743999999999999883648627 0.4391999999999999793054428 0.7522768670309654126526766 0 0.4391999999999999793054428 18.43968701502189944108068 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9873312775413563002757655 0.2235294117647059763953621 0.5843137254901960009334516 -0.8196078431372548767086528 -0.9574391031060733858737422 -1 -0.9223354868536047801441669 -0.8980392156862745389744873" Chromosome2="1 0.4352941176470588313662802 0.8588235294117647633527213 -0.5607843137254902021737735 -0.5473148588222614963072488 1 -0.5325674371000808093867818 -0.6862745098039215729812668" Performance="14.90048370755608608817511 0.304400000000000003907985 0.4743999999999999883648627 0.4743999999999999883648627 0.304400000000000003907985 0.8081471747700393892799298 0 0.304400000000000003907985 18.43783431130110983531267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 0.6152935314052022652830942 -0.8196078431372548767086528 -0.9921568627450980670801073 -0.8823529411764705621123994 -0.860420926937869978701201 -1" Chromosome2="0.3725490196078431459625335 1 0.8854586706200188173099264 -0.5607843137254902021737735 -0.5764705882352940680135589 -0.5058823529411764496899195 -0.6476062216668152515808288 1" Performance="15.82032008569531988939616 0.2099999999999999922284388 0.4743999999999999883648627 0.4743999999999999883648627 0.2099999999999999922284388 0.8704761904761905144667367 0 0.2099999999999999922284388 18.17432832601759784552087 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4588235294117647411482608 -1 0.5843137254901960009334516 -0.8196078431372548767086528 -0.9921568627450980670801073 -0.8236821546566251983634288 -0.860420926937869978701201 -1" Chromosome2="0.3725490196078431459625335 1 0.8588235294117647633527213 -0.5607843137254902021737735 -0.5764705882352940680135589 -0.548742771747649848990136 -0.6476062216668152515808288 0.9225767409801483021070112" Performance="15.99979371165274244503962 0.1940000000000000057731597 0.4743999999999999883648627 0.4743999999999999883648627 0.1940000000000000057731597 0.8845360824742267702447407 0 0.1940000000000000057731597 18.08834487214820541112204 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8980392156862745389744873" Chromosome2="1 0.4039215686274508776421044 0.8823529411764705621123994 1 -0.5764705882352940680135589 1 -0.4117647058823529215842996 -0.7254901960784313486030328" Performance="13.12896200895720433265978 0.398399999999999976374454 0.4743999999999999883648627 0.4743999999999999883648627 0.398399999999999976374454 0.7510040160642570405968854 0 0.398399999999999976374454 17.48187989427991340107837 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.600000000000000088817842 -0.88146519483253160665015 -1 -0.960784313725490224378234 -0.9129687376426609546342661 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.5311579758780117233030182 1 -0.3725490196078431459625335 -0.7273975968580035367239134 0.9243121406232768233479646" Performance="13.54643172685554297629551 0.3363999999999999768185432 0.4743999999999999883648627 0.4743999999999999883648627 0.3363999999999999768185432 0.7752675386444708438560269 0 0.3363999999999999768185432 17.47323478878146119086523 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 0.2627450980392156409948257 0.5669695638965956963062354 -0.866666666666666696272614 -1 -1 -0.9764705882352940902180194 -1" Chromosome2="0.199999999999999955591079 0.4039215686274508776421044 0.8387410738323772818603175 -0.4666666666666666740681535 1 1 -0.545098039215686336333988 1" Performance="13.18418795543056809549398 0.3623999999999999999111822 0.4743999999999999883648627 0.4743999999999999883648627 0.3623999999999999999111822 0.7615894039735099374510696 0 0.3623999999999999999111822 17.31141201104361471152515 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="41.90999999999999658939487">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="93" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9784729956122844019006379 0.5686274509803921350936662 -0.9410863646199574272799282 -0.8962985922239328218097398 -1 -1 -1" Chromosome2="1 0.9805038372945525937396383 0.8588235294117647633527213 -0.6097961670670390965653951 1 -0.4011420785126830201861026 1 0.9307157297042154553423643" Performance="19.92517362254796964293746 0.4388000000000000233590924 0.4828000000000000069277917 0.4828000000000000069277917 0.4388000000000000233590924 0.8404740200546946260473646 0 0.4388000000000000233590924 23.7070666637040368129874 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="1 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 1 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -0.9779107991944659961092157 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="1 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 1 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="1 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 0.9841440421462591681134313 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -0.9779107991944659961092157 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="0.9895799532532691955566406 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 1 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -0.9779107991944659961092157 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="0.9895799532532691955566406 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 0.9788144489866681396961212 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="1 0.3901149950616312755968806 0.8588235294117647633527213 0.9904252884796622691254697 -0.2862745098039215507768063 0.9841440421462591681134313 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9931525421830323940852736 0.1961349367351906125556127 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9205577475518088581551979 -0.9245553360320627467316967" Chromosome2="0.9969416170213849515135962 0.3901149950616312755968806 0.8588235294117647633527213 1 -0.2862745098039215507768063 1 -0.7985154473928743890098758 0.9930645461194217427092212" Performance="21.74794239329283840334028 0.2948000000000000064837025 0.4828000000000000069277917 0.4828000000000000069277917 0.2948000000000000064837025 0.9185888738127544472789054 0 0.2948000000000000064837025 23.6753818963911690786972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4608031067613731490695272 0.1774609249040724756607545 -1 -0.8901960784313724950322921 -0.8664421679973631773563625 -1 -0.9921568627450980670801073 -1" Chromosome2="0.2428089427387378762546177 0.3907510135406970230853574 1 -0.4666666666666666740681535 -0.5345273068434694963002585 1 -0.6313725490196078204974128 0.9152202950074121989842979" Performance="20.92115213393054773405311 0.3320000000000000173194792 0.4828000000000000069277917 0.4828000000000000069277917 0.3320000000000000173194792 0.8903614457831324768832815 0 0.3320000000000000173194792 23.49736978506408036082576 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.9160918570068830035779683 -0.8962985922239328218097398 -1 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.5940422123663273712423916 1 -0.4011420785126830201861026 -0.6313725490196078204974128 0.9307157297042154553423643" Performance="19.61690813401675015370529 0.4411999999999999810817997 0.4828000000000000069277917 0.4828000000000000069277917 0.4411999999999999810817997 0.8359020852221215047705982 0 0.4411999999999999810817997 23.4679497525167839455662 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9882844392816687584257807 -1 0.5686274509803921350936662 -0.9160918570068830035779683 -0.8962985922239328218097398 -1 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.5940422123663273712423916 1 -0.4011420785126830201861026 -0.6313725490196078204974128 0.9307157297042154553423643" Performance="19.61690813401675015370529 0.4411999999999999810817997 0.4828000000000000069277917 0.4828000000000000069277917 0.4411999999999999810817997 0.8359020852221215047705982 0 0.4411999999999999810817997 23.4679497525167839455662 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4718340288360718948190708 -1 0.5708018487887543956915692 -1 -0.880692384754000356927861 -0.9215686274509804487564679 -1 -0.9874186310917139053344727" Chromosome2="0.2367798898977781785202268 1 0.8456770341389531209230768 1 -0.5872017547667269798949974 -0.3725490196078431459625335 1 1" Performance="19.48154178495109434265942 0.4092000000000000081712415 0.4828000000000000069277917 0.4828000000000000069277917 0.4092000000000000081712415 0.8435972629521016896703145 0 0.4092000000000000081712415 23.09341511703936333788079 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4718340288360718948190708 -1 0.5686274509803921350936662 -1 -0.8847788896135524439046094 -0.9052044103360351590126243 -1 -1" Chromosome2="0.2367798898977781785202268 1 0.8509803921568628304328286 1 -0.5594063310591884663480755 -0.3561884623245239467337342 1 1" Performance="19.19495512601459807910942 0.437199999999999977529086 0.4828000000000000069277917 0.4828000000000000069277917 0.437199999999999977529086 0.8316559926806953439992753 0 0.437199999999999977529086 23.08040258826617829868155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4718340288360718948190708 -1 0.5708018487887543956915692 -1 -0.8743897675600387220384846 -0.9215686274509804487564679 -1 -0.9874186310917139053344727" Chromosome2="0.2367798898977781785202268 0.9871254237872120196328751 0.8456770341389531209230768 1 -0.5761904292876651734189863 -0.3725490196078431459625335 1 1" Performance="19.42889329060545833272045 0.39400000000000001687539 0.4828000000000000069277917 0.4828000000000000069277917 0.39400000000000001687539 0.8477157360406091246574078 0 0.39400000000000001687539 22.91911364221122937578912 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4718340288360718948190708 -1 0.5708018487887543956915692 -0.9829025521694896294633281 -0.8743897675600387220384846 -0.9215686274509804487564679 -1 -0.9874186310917139053344727" Chromosome2="0.2367798898977781785202268 1 0.8456770341389531209230768 1 -0.5761904292876651734189863 -0.3725490196078431459625335 1 1" Performance="19.42889329060545833272045 0.39400000000000001687539 0.4828000000000000069277917 0.4828000000000000069277917 0.39400000000000001687539 0.8477157360406091246574078 0 0.39400000000000001687539 22.91911364221122937578912 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4718340288360718948190708 -1 0.5686274509803921350936662 -1 -0.8847788896135524439046094 -0.9215686274509804487564679 -1 -1" Chromosome2="0.2367798898977781785202268 1 0.8509803921568628304328286 1 -0.5594063310591884663480755 -0.3725490196078431459625335 0.9921312521211802515352929 1" Performance="18.86917693549730756785721 0.4295999999999999818811602 0.4828000000000000069277917 0.4828000000000000069277917 0.4295999999999999818811602 0.8296089385474860744551506 0 0.4295999999999999818811602 22.7446644542358100693491 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8714537774401358571907394 -0.8962985922239328218097398 -0.960784313725490224378234 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.8588235294117647633527213 -0.5969829044237831006114448 1 -0.3725490196078431459625335 -0.6313725490196078204974128 1" Performance="18.79921113993321668544922 0.4228000000000000091482377 0.4828000000000000069277917 0.4828000000000000069277917 0.4228000000000000091482377 0.8306527909176916191213991 0 0.4228000000000000091482377 22.63185213543212981335273 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4560764538409619595071831 -0.8328291935846209304017407 0.6090093548217464514138442 -1 -0.8764012035986810111864997 -0.9303169972171970725227652 -0.9686274509803921572981267 -0.9779160791594121437952936" Chromosome2="0.3425998156929500604306327 1 0.8548263224504407675752304 1 -0.5069105345737554557672411 -0.4112031951948416086395355 -0.7019607843137254388210522 1" Performance="18.68917127242442433043834 0.3619999999999999884536805 0.4828000000000000069277917 0.4828000000000000069277917 0.3619999999999999884536805 0.8486187845303867494095584 0 0.3619999999999999884536805 22.02304687701055385673499 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8588235294117647633527213 -0.8949727888022439570292477 -0.960784313725490224378234 -0.9921568627450980670801073 -1" Chromosome2="0.9692861946920553473105997 1 0.8588235294117647633527213 -0.6156862745098039546576274 1 -0.3725490196078431459625335 -0.6313725490196078204974128 1" Performance="18.28018242618047040082274 0.4007999999999999896083125 0.4828000000000000069277917 0.4828000000000000069277917 0.4007999999999999896083125 0.8303393213572853870374502 0 0.4007999999999999896083125 22.01531585460676865295682 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0384194211931417339833672 -1 -0.8901960784313724950322921 -0.885273172311446754356723 -1 -0.960784313725490224378234 -0.9227435065443072570445793" Chromosome2="1 0.3955127985002522827961968 1 -0.4666666666666666740681535 1 1 -0.7019607843137254388210522 -0.7511751235622603495301064" Performance="19.67479625491711558993302 0.2863999999999999879207735 0.4828000000000000069277917 0.4828000000000000069277917 0.2863999999999999879207735 0.8938547486033519007264658 0 0.2863999999999999879207735 22.01117831018852299962418 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0384194211931417339833672 -1 -0.8901960784313724950322921 -0.885273172311446754356723 -0.9966224344928612532967804 -0.960784313725490224378234 -0.9227435065443072570445793" Chromosome2="1 0.3955127985002522827961968 1 -0.4666666666666666740681535 1 0.9919005989442380988307946 -0.7019607843137254388210522 -0.7511751235622603495301064" Performance="19.67479625491711558993302 0.2863999999999999879207735 0.4828000000000000069277917 0.4828000000000000069277917 0.2863999999999999879207735 0.8938547486033519007264658 0 0.2863999999999999879207735 22.01117831018852299962418 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -0.8588235294117647633527213 -0.8962985922239328218097398 -0.960784313725490224378234 -0.9921568627450980670801073 -1" Chromosome2="0.9692861946920553473105997 0.9811551327713661230234266 0.8588235294117647633527213 -0.6156862745098039546576274 1 -0.3725490196078431459625335 -0.6313725490196078204974128 1" Performance="18.1750508497861034129528 0.4016000000000000125233157 0.4828000000000000069277917 0.4828000000000000069277917 0.4016000000000000125233157 0.8286852589641434674305742 0 0.4016000000000000125233157 21.93239309277072734971625 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4740165690477916582423745 0.2156862745098038214308644 -1 -0.8901960784313724950322921 -0.8659434398860574866318984 -0.949449325135598543035087 -0.9860340059561399916887581 -0.9402397362372050260148626" Chromosome2="0.2314857750666574898179562 0.4274509803921568984463875 1 -0.4666666666666666740681535 -0.5355940875229464603890506 0.9465379539566735056510538 -0.6705682308641353062128587 1" Performance="18.04508334879907494041618 0.406000000000000027533531 0.4828000000000000069277917 0.4828000000000000069277917 0.406000000000000027533531 0.8256157635467979982735187 0 0.406000000000000027533531 21.85651503464327305437109 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4609055268284873441153593 0.2156862745098038214308644 -1 -0.8901960784313724950322921 -0.854594632249628172182554 -0.949449325135598543035087 -0.9921568627450980670801073 -1" Chromosome2="0.2245462499515040177833214 0.4274509803921568984463875 1 -0.4666666666666666740681535 -0.5287367157105888892942858 0.9465379539566735056510538 -0.6313725490196078204974128 1" Performance="17.79825004562795598417324 0.3920000000000000150990331 0.4828000000000000069277917 0.4828000000000000069277917 0.3920000000000000150990331 0.82653061224489798863857 0 0.3920000000000000150990331 21.53368524038937792397519 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4645599960948368356561389 0.2156862745098038214308644 -1 -0.8901960784313724950322921 -0.854594632249628172182554 -1 -0.9921568627450980670801073 -1" Chromosome2="0.2333856299438614445573847 0.4274509803921568984463875 1 -0.4666666666666666740681535 -0.5287367157105888892942858 1 -0.6313725490196078204974128 1" Performance="17.79825004562795598417324 0.3920000000000000150990331 0.4828000000000000069277917 0.4828000000000000069277917 0.3920000000000000150990331 0.82653061224489798863857 0 0.3920000000000000150990331 21.53368524038937792397519 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 -1 -0.8995811784859166770900174 -0.9321190039608993060937792 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6258661265905460791003634 -0.6455689632762953156230878 -0.3725490196078431459625335 1 1" Performance="17.78515320053563897317872 0.3835999999999999965361042 0.4828000000000000069277917 0.4828000000000000069277917 0.3835999999999999965361042 0.8289885297184567125583499 0 0.3835999999999999965361042 21.4540401500800967937721 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9740609750456985516109398 0.2235294117647059763953621 -1 -0.8995811784859166770900174 -0.9321190039608993060937792 -0.960784313725490224378234 -1 -1" Chromosome2="0.9917891599298989113719927 0.411764705882353032606602 1 -0.6258661265905460791003634 -0.6455689632762953156230878 -0.3725490196078431459625335 1 1" Performance="17.78515320053563897317872 0.3835999999999999965361042 0.4828000000000000069277917 0.4828000000000000069277917 0.3835999999999999965361042 0.8289885297184567125583499 0 0.3835999999999999965361042 21.4540401500800967937721 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 -1 -0.8995811784859166770900174 -0.9321190039608993060937792 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.411764705882353032606602 1 -0.6258661265905460791003634 -0.6455689632762953156230878 -0.3725490196078431459625335 1 0.9827717598002980725624411" Performance="17.78515320053563897317872 0.3835999999999999965361042 0.4828000000000000069277917 0.4828000000000000069277917 0.3835999999999999965361042 0.8289885297184567125583499 0 0.3835999999999999965361042 21.4540401500800967937721 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -0.8328291935846209304017407 0.5936893417275158624235587 -1 -0.8764012035986810111864997 -0.9303169972171970725227652 -0.9686274509803921572981267 -1" Chromosome2="0.3254901960784313263985723 1 0.8399676969194276310304303 1 -0.5069105345737554557672411 -0.4112031951948416086395355 -0.7019607843137254388210522 1" Performance="17.93373232120721638693794 0.3572000000000000174971149 0.4828000000000000069277917 0.4828000000000000069277917 0.3572000000000000174971149 0.8398656215005598779654861 0 0.3572000000000000174971149 21.35309728378405935700357 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5702836724116886468749499 -1 0.600000000000000088817842 -1 -0.8764012035986810111864997 -1 -0.9686274509803921572981267 -0.9738461636497002249512889" Chromosome2="0.2798636121036228718850225 1 0.8274509803921568096285455 1 -0.5069105345737554557672411 -0.4272509897099653342067427 -0.7019607843137254388210522 0.996844260463196962795962" Performance="18.09245458377433379837385 0.322799999999999975841547 0.4828000000000000069277917 0.4828000000000000069277917 0.322799999999999975841547 0.8550185873605947728393062 0 0.322799999999999975841547 21.16030557841433079602211 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2021381903576719152315633 0.5058823529411764496899195 -0.9213300800178519933680832 -1 -0.866666666666666696272614 -0.9886137389611404646672099 -0.9602096516058480357713734" Chromosome2="1 0.423826353531787380912732 0.9215686274509804487564679 -0.6643931588745179972477217 1 -0.4274509803921568984463875 -0.5281798147261630438364932 -0.717725613862045475066509" Performance="16.7514471205910844275877 0.415200000000000013500312 0.4828000000000000069277917 0.4828000000000000069277917 0.415200000000000013500312 0.8053949903660886366907334 0 0.415200000000000013500312 20.79904558752816612354763 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961349367351906125556127 0.5686274509803921350936662 -1 -1 -1 -0.9921568627450980670801073 -0.9245553360320627467316967" Chromosome2="0.9942610959141430226893021 0.3901149950616312755968806 0.8588235294117647633527213 0.9904252884796622691254697 1 1 -0.545098039215686336333988 0.9930645461194217427092212" Performance="16.13102455387940992181939 0.4504000000000000225597319 0.4828000000000000069277917 0.4828000000000000069277917 0.4504000000000000225597319 0.7877442273534636107967799 0 0.4504000000000000225597319 20.47749001991907036313023 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8588235294117647633527213 -0.9150916963857808061888477 -0.8745098039215686291925067 -1 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.6156862745098039546576274 -0.6391694444267622676747465 -0.4274509803921568984463875 -0.6845087776971573445550234 1" Performance="16.52311262060634788895186 0.35599999999999998312461 0.4828000000000000069277917 0.4828000000000000069277917 0.35599999999999998312461 0.8202247191011236004953844 0 0.35599999999999998312461 20.14461675662965589594933 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5058823529411764496899195 -0.9213300800178519933680832 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -0.9418906913776295963813823" Chromosome2="0.9527685328503139317035675 0.4352941176470588313662802 0.9215686274509804487564679 -0.6643931588745179972477217 1 -0.4274509803921568984463875 -0.545098039215686336333988 -0.7184865470314241164828672" Performance="15.9012941215333007960453 0.4223999999999999976907361 0.4828000000000000069277917 0.4828000000000000069277917 0.4223999999999999976907361 0.7916666666666666296592325 0 0.4223999999999999976907361 20.08584520614732937815461 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3788657772841194093516037 0.1921568627450980226711863 -0.9818894014294657912600428 -0.8823529411764705621123994 -1 -0.9391912167350588980241355 -0.9144107804335410705220966 -1" Chromosome2="0.2168381917544386361385023 0.4352941176470588313662802 0.9970962385247860160220057 -0.5607843137254902021737735 1 -0.3613881314323944549116163 -0.6988891347228246564426968 1" Performance="16.08663265143182741212513 0.3864000000000000212274642 0.4828000000000000069277917 0.4828000000000000069277917 0.3864000000000000212274642 0.804347826086956541047357 0 0.3864000000000000212274642 19.99959735042875763610937 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4143580420903558714229575 0.1186600634036888979316871 -1 -1 -0.9921568627450980670801073 -1 -0.9630424395037350260295739 -0.8980392156862745389744873" Chromosome2="0.2530762068789625951481526 0.3878673211787067032219056 1 1 -0.5843137254901960009334516 1 -0.6811626313587976211394448 -0.5843137254901960009334516" Performance="15.99360701843735732552432 0.3588000000000000078159701 0.4828000000000000069277917 0.4828000000000000069277917 0.3588000000000000078159701 0.8115942028985507761262852 0 0.3588000000000000078159701 19.70640864771745626171651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.9045858096837454676020229 -1 -1 -0.960784313725490224378234 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.5648815366747353960974465 -0.5718265228435391867023441 1 -0.7019607843137254388210522 1" Performance="14.78999937163743005896777 0.5011999999999999788613536 0.4828000000000000069277917 0.4828000000000000069277917 0.5011999999999999788613536 0.7581803671189145665820774 0 0.5011999999999999788613536 19.50723075017021201915668 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.575179385821170674475411 0.2330300490912574906676724 0.5686274509803921350936662 -1 -0.9843137254901961341602146 -0.9215686274509804487564679 -1 -1" Chromosome2="0.1436582411657652824654718 0.394912321935110166570837 0.8588235294117647633527213 0.887907691672444321362434 -0.6313725490196078204974128 -0.4274509803921568984463875 1 1" Performance="15.87782981057652520462398 0.3264000000000000234479103 0.4828000000000000069277917 0.4828000000000000069277917 0.3264000000000000234479103 0.8210784313725489891311327 0 0.3264000000000000234479103 19.33777481407529208468077 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.8336426730705479570815442 -0.9921568627450980670801073 -1 -0.960784313725490224378234 -1" Chromosome2="1 0.4274509803921568984463875 0.8588235294117647633527213 -0.6180250456318787666276648 -0.5764705882352940680135589 1 -0.7490196078431372583850134 1" Performance="15.09758388415204599652952 0.4040000000000000257571742 0.4828000000000000069277917 0.4828000000000000069277917 0.4040000000000000257571742 0.7851485148514851797330039 0 0.4040000000000000257571742 19.22895299242568256659069 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.8336426730705479570815442 -0.9921568627450980670801073 -1 -0.960784313725490224378234 -1" Chromosome2="1 0.4274509803921568984463875 0.8588235294117647633527213 -0.6180250456318787666276648 -0.5764705882352940680135589 0.9743186791447249195385893 -0.7490196078431372583850134 1" Performance="15.09758388415204599652952 0.4040000000000000257571742 0.4828000000000000069277917 0.4828000000000000069277917 0.4040000000000000257571742 0.7851485148514851797330039 0 0.4040000000000000257571742 19.22895299242568256659069 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.218801577035494299039442 -1 -1 -0.9516829093053840171734237 -0.9777637640348612046992116 -0.960784313725490224378234 -0.9245553360320627467316967" Chromosome2="1 0.3939963158846152557757136 1 1 -0.6755833109828576210631468 1 -0.7568627450980391913049061 0.9930645461194217427092212" Performance="15.88931582256127583718808 0.3104000000000000092370556 0.4828000000000000069277917 0.4828000000000000069277917 0.3104000000000000092370556 0.8273195876288659267316916 0 0.3104000000000000092370556 19.20577738054135608081197 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1989460027060693525502444 -1 -1 -0.9686274509803921572981267 -1 -0.960784313725490224378234 -0.9250889100436163747787077" Chromosome2="1 0.4150136581151681047785473 1 1 -0.6627450980392156631992862 1 -0.7019607843137254388210522 -0.6826146382573219373313123" Performance="14.76365649583005534850599 0.4295999999999999818811602 0.4828000000000000069277917 0.4828000000000000069277917 0.4295999999999999818811602 0.7737430167597765251485953 0 0.4295999999999999818811602 19.08082680688505305965919 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9740609750456985516109398 0.2235294117647059763953621 -1 -0.8995811784859166770900174 -0.9263550325278557817654246 -0.960784313725490224378234 -1 -0.8980392156862745389744873" Chromosome2="0.9917891599298989113719927 0.411764705882353032606602 1 -0.6258661265905460791003634 -0.6282084138827862540566116 -0.3725490196078431459625335 1 -0.6862745098039215729812668" Performance="15.49822283840749825856165 0.3267999999999999793942607 0.4828000000000000069277917 0.4828000000000000069277917 0.3267999999999999793942607 0.8151774785801713107957767 0 0.3267999999999999793942607 19.01208417264103189836533 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3725490196078431459625335 0.1921568627450980226711863 -1 -0.8823529411764705621123994 -1 -0.9460117732769626197608659 -0.9144107804335410705220966 -1" Chromosome2="0.199999999999999955591079 0.4352941176470588313662802 1 -0.5607843137254902021737735 1 -0.3570945753088322627277762 -0.6988891347228246564426968 1" Performance="14.99683388104373804594616 0.3648000000000000131450406 0.4828000000000000069277917 0.4828000000000000069277917 0.3648000000000000131450406 0.7949561403508771384451848 0 0.3648000000000000131450406 18.86498275794743406663656 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.5686274509803921350936662 -0.866666666666666696272614 -1 -0.9098184961303859008552308 -0.960784313725490224378234 -1" Chromosome2="1 0.411764705882353032606602 0.8509803921568628304328286 -0.6156862745098039546576274 1 -0.4423117040194284865783914 -0.7490196078431372583850134 1" Performance="14.77575162902599537062542 0.3760000000000000008881784 0.4828000000000000069277917 0.4828000000000000069277917 0.3760000000000000008881784 0.7882978723404255871898272 0 0.3760000000000000008881784 18.74386846327184130700516 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 0.2235294117647059763953621 0.5433671080635166239503064 -1 -1 -0.8901960784313724950322921 -0.9686274509803921572981267 -1" Chromosome2="0.2078431372549018885109717 0.4039215686274508776421044 0.8422865308547282658935274 1 1 -0.4274509803921568984463875 -0.7019607843137254388210522 -0.7728539071319734388154643" Performance="15.63990829960017947541928 0.2691999999999999948485652 0.4828000000000000069277917 0.4828000000000000069277917 0.2691999999999999948485652 0.8410104011887072905651053 0 0.2691999999999999948485652 18.59656940924190848818398 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.208998367048847610849549 0.5686274509803921350936662 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="0.2078431372549018885109717 0.4014657234177680944497979 0.8588235294117647633527213 -0.5999999999999999777955395 -0.5764705882352940680135589 1 1 1" Performance="14.24015673695181050106839 0.4043999999999999817035246 0.4828000000000000069277917 0.4828000000000000069277917 0.4043999999999999817035246 0.772502472799208694809181 0 0.4043999999999999817035246 18.43380084642545568840433 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.575179385821170674475411 0.2235294117647059763953621 0.5686274509803921350936662 -1 -1 -0.9777477441971250682328787 -1 -1" Chromosome2="0.1436582411657652824654718 0.411764705882353032606602 0.8588235294117647633527213 1 -0.5932354251927166588487239 -0.4166606685942357835017447 1 1" Performance="13.94316641846339344112948 0.4415999999999999925393013 0.4828000000000000069277917 0.4828000000000000069277917 0.4415999999999999925393013 0.7590579710144927938486603 0 0.4415999999999999925393013 18.36904024580380223596876 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4446378632149793341810096 0.2235294117647059763953621 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9686274509803921572981267 -1" Chromosome2="0.2147621613437452059436339 0.411764705882353032606602 0.8588235294117647633527213 1 -0.5999999999999999777955395 1 -0.7019607843137254388210522 1" Performance="13.88623087563704139313359 0.4299999999999999933386619 0.4828000000000000069277917 0.4828000000000000069277917 0.4299999999999999933386619 0.7609302325581395187725775 0 0.4299999999999999933386619 18.24901979377728622466748 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2039880677485237936430451 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -0.866666666666666696272614 -0.960784313725490224378234 -1" Chromosome2="1 0.4113041747759442756660064 0.8274509803921568096285455 1 -0.5764705882352940680135589 -0.4823529411764705399079389 -0.7019607843137254388210522 1" Performance="14.19242862269267213548574 0.3695999999999999841016063 0.4828000000000000069277917 0.4828000000000000069277917 0.3695999999999999841016063 0.7813852813852814049866424 0 0.3695999999999999841016063 18.1631635005097358259718 0"/></FittestRules></Garp></Model></Algorithm></Run></BestSubsets></Model></Algorithm>
<Algorithm Id="MAXENT" Version="1.0">
<Parameters>
<Parameter Id="AutoFeatures" Value="1"/>
<Parameter Id="HingeFeatures" Value="1"/>
<Parameter Id="IncludePresencePointsInBackground" Value="1"/>
<Parameter Id="MinSamplesForHinge" Value="15"/>
<Parameter Id="MinSamplesForProductThreshold" Value="80"/>
<Parameter Id="MinSamplesForQuadratic" Value="10"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfIterations" Value="500"/>
<Parameter Id="OutputFormat" Value="2"/>
<Parameter Id="ProductFeatures" Value="1"/>
<Parameter Id="QuadraticFeatures" Value="1"/>
<Parameter Id="TerminateTolerance" Value="0.00001"/>
<Parameter Id="ThresholdFeatures" Value="1"/>
<Parameter Id="UseAbsencesAsBackground" Value="1"/></Parameters>
<Model>
<MaximumEntropy Z="137.3597488780135051911202" LN="3.274512653046893984054577" Entropy="7.770778657069508987831341" OutputFormat="2">
<Features Num="124">
<Feature Type="0" Ref="0" Min="56" Max="157" Lambda="0"/>
<Feature Type="0" Ref="1" Min="202" Max="368" Lambda="0"/>
<Feature Type="0" Ref="2" Min="23" Max="233" Lambda="1.47864749663249805955445"/>
<Feature Type="0" Ref="3" Min="175" Max="1642" Lambda="0"/>
<Feature Type="0" Ref="4" Min="0" Max="754" Lambda="0"/>
<Feature Type="0" Ref="5" Min="3" Max="981" Lambda="0"/>
<Feature Type="0" Ref="6" Min="0" Max="1498" Lambda="0"/>
<Feature Type="0" Ref="7" Min="-2" Max="1891" Lambda="0"/>
<Feature Type="1" Ref="0" Min="3136" Max="24649" Lambda="0"/>
<Feature Type="1" Ref="1" Min="40804" Max="135424" Lambda="-0.616646914529458967102471"/>
<Feature Type="1" Ref="2" Min="529" Max="54289" Lambda="0.03361563459245691526389166"/>
<Feature Type="1" Ref="3" Min="30625" Max="2696164" Lambda="0"/>
<Feature Type="1" Ref="4" Min="0" Max="568516" Lambda="0"/>
<Feature Type="1" Ref="5" Min="9" Max="962361" Lambda="0"/>
<Feature Type="1" Ref="6" Min="0" Max="2244004" Lambda="0"/>
<Feature Type="1" Ref="7" Min="0" Max="3575881" Lambda="0"/>
<Feature Type="2" Ref1="0" Ref2="1" Min="15904" Max="55480" Lambda="-1.94271247321262907625794"/>
<Feature Type="2" Ref1="0" Ref2="2" Min="2616" Max="25298" Lambda="-0.2961213322324635632831757"/>
<Feature Type="2" Ref1="0" Ref2="3" Min="16058" Max="174330" Lambda="-4.178115319142929884321802"/>
<Feature Type="2" Ref1="0" Ref2="4" Min="0" Max="78153" Lambda="0"/>
<Feature Type="2" Ref1="0" Ref2="5" Min="327" Max="120697" Lambda="0"/>
<Feature Type="2" Ref1="0" Ref2="6" Min="0" Max="166796" Lambda="0"/>
<Feature Type="2" Ref1="0" Ref2="7" Min="-140" Max="206119" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="2" Min="4848" Max="79116" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="3" Min="53856" Max="542509" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="4" Min="0" Max="231591" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="5" Min="1044" Max="296262" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="6" Min="0" Max="483854" Lambda="0"/>
<Feature Type="2" Ref1="1" Ref2="7" Min="-560" Max="392882" Lambda="0"/>
<Feature Type="2" Ref1="2" Ref2="3" Min="11546" Max="355888" Lambda="-2.227774716899334261910326"/>
<Feature Type="2" Ref1="2" Ref2="4" Min="0" Max="153062" Lambda="0"/>
<Feature Type="2" Ref1="2" Ref2="5" Min="639" Max="194474" Lambda="-3.09217865293826266182009"/>
<Feature Type="2" Ref1="2" Ref2="6" Min="0" Max="349034" Lambda="0"/>
<Feature Type="2" Ref1="2" Ref2="7" Min="-248" Max="193487" Lambda="-2.47474166070438394982034"/>
<Feature Type="2" Ref1="3" Ref2="4" Min="0" Max="825984" Lambda="0"/>
<Feature Type="2" Ref1="3" Ref2="5" Min="2151" Max="1024942" Lambda="0"/>
<Feature Type="2" Ref1="3" Ref2="6" Min="0" Max="2351965" Lambda="0"/>
<Feature Type="2" Ref1="3" Ref2="7" Min="-1639" Max="1624369" Lambda="0"/>
<Feature Type="2" Ref1="4" Ref2="5" Min="0" Max="697080" Lambda="4.772789947527234843960287"/>
<Feature Type="2" Ref1="4" Ref2="6" Min="0" Max="815946" Lambda="-6.234288585603513510591256"/>
<Feature Type="2" Ref1="4" Ref2="7" Min="-510" Max="634986" Lambda="0"/>
<Feature Type="2" Ref1="5" Ref2="6" Min="0" Max="938069" Lambda="0"/>
<Feature Type="2" Ref1="5" Ref2="7" Min="-924" Max="1503345" Lambda="6.186961513172430926488232"/>
<Feature Type="2" Ref1="6" Ref2="7" Min="-1435" Max="1016619" Lambda="-0.7509720241284251196489663"/>
<Feature Type="4" Ref="3" Threshold="608.5" Lambda="0"/>
<Feature Type="4" Ref="1" Threshold="315.5" Lambda="-0.1734774698181076324488004"/>
<Feature Type="4" Ref="1" Threshold="310.5" Lambda="0"/>
<Feature Type="4" Ref="3" Threshold="732.5" Lambda="-0.5546428368979788858794677"/>
<Feature Type="4" Ref="0" Threshold="82.5" Lambda="0"/>
<Feature Type="4" Ref="0" Threshold="86.5" Lambda="0"/>
<Feature Type="4" Ref="1" Threshold="317.5" Lambda="0"/>
<Feature Type="4" Ref="4" Threshold="107.5" Lambda="0.4341201679047466122085552"/>
<Feature Type="4" Ref="7" Threshold="16.5" Lambda="0"/>
<Feature Type="4" Ref="1" Threshold="319.5" Lambda="-0.5350298217231332920107434"/>
<Feature Type="4" Ref="0" Threshold="99.5" Lambda="-0.0772246255969245287698044"/>
<Feature Type="4" Ref="1" Threshold="289.5" Lambda="-0.07887293070503294256656801"/>
<Feature Type="4" Ref="4" Threshold="110.5" Lambda="0.4825157821655248757686252"/>
<Feature Type="4" Ref="4" Threshold="401.5" Lambda="-0.6175193303665555966119882"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-79.5" Max="2" Lambda="0.02706217131063264752510733"/>
<Feature Type="4" Ref="6" Threshold="326.5" Lambda="-0.124451052908812004327288"/>
<Feature Type="3" Reverse="1" Ref="5" Min="-63.5" Max="-3" Lambda="0.06251980549046877444485659"/>
<Feature Type="3" Reverse="1" Ref="4" Min="-0.5" Max="-0" Lambda="0.5207330450428081514147038"/>
<Feature Type="4" Ref="4" Threshold="112.5" Lambda="0.08585059210894245562695204"/>
<Feature Type="3" Reverse="1" Ref="5" Min="-65.5" Max="-3" Lambda="1.221974925172563564146344"/>
<Feature Type="4" Ref="2" Threshold="199.5" Lambda="-0.6709921584625956336722652"/>
<Feature Type="4" Ref="0" Threshold="97.5" Lambda="0"/>
<Feature Type="4" Ref="5" Threshold="432.5" Lambda="0"/>
<Feature Type="3" Reverse="1" Ref="6" Min="-1.5" Max="-0" Lambda="0.7240423695948530191657255"/>
<Feature Type="4" Ref="7" Threshold="1365.5" Lambda="0"/>
<Feature Type="4" Ref="5" Threshold="746.5" Lambda="0"/>
<Feature Type="4" Ref="3" Threshold="419.5" Lambda="0.2754854383941530149293442"/>
<Feature Type="3" Reverse="1" Ref="6" Min="-17.5" Max="-0" Lambda="0.3455185465497505603593709"/>
<Feature Type="4" Ref="0" Threshold="139.5" Lambda="0"/>
<Feature Type="4" Ref="3" Threshold="460.5" Lambda="0.2545085352194839112272007"/>
<Feature Type="4" Ref="2" Threshold="147.5" Lambda="0.3851338744227902899375238"/>
<Feature Type="4" Ref="3" Threshold="1067.5" Lambda="0.5779475707071539680725891"/>
<Feature Type="4" Ref="6" Threshold="797.5" Lambda="-0.04711675721599187932620012"/>
<Feature Type="4" Ref="7" Threshold="852.5" Lambda="-0.3002178562720028143218087"/>
<Feature Type="4" Ref="0" Threshold="93.5" Lambda="0"/>
<Feature Type="3" Reverse="1" Ref="0" Min="-101.5" Max="-56" Lambda="0"/>
<Feature Type="4" Ref="0" Threshold="127.5" Lambda="0"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-127.5" Max="2" Lambda="0.458209390369168800827282"/>
<Feature Type="4" Ref="7" Threshold="797.5" Lambda="-0.05079774013617035371970232"/>
<Feature Type="4" Ref="6" Threshold="137.5" Lambda="0.228063301161737758127046"/>
<Feature Type="4" Ref="4" Threshold="199.5" Lambda="-0.03023744491516681953680035"/>
<Feature Type="4" Ref="7" Threshold="1030" Lambda="-0.4765649649876541604776037"/>
<Feature Type="4" Ref="3" Threshold="987.5" Lambda="0.9511906376663979978403063"/>
<Feature Type="3" Reverse="1" Ref="0" Min="-106.5" Max="-56" Lambda="0"/>
<Feature Type="4" Ref="7" Threshold="775.5" Lambda="-0.2447498587813234371957094"/>
<Feature Type="4" Ref="5" Threshold="210.5" Lambda="-0.0022393158083238023925432"/>
<Feature Type="4" Ref="4" Threshold="27.5" Lambda="-0.3179443892113489322781561"/>
<Feature Type="4" Ref="4" Threshold="325.5" Lambda="0"/>
<Feature Type="3" Reverse="1" Ref="7" Min="0.5" Max="2" Lambda="-0.7830762098771197887714379"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-126.5" Max="2" Lambda="0.06673025883587412054875898"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-125.5" Max="2" Lambda="0.1363825589408865224250178"/>
<Feature Type="4" Ref="3" Threshold="270.5" Lambda="0"/>
<Feature Type="3" Reverse="1" Ref="0" Min="-107.5" Max="-56" Lambda="0.5534591625354915445100801"/>
<Feature Type="4" Ref="2" Threshold="91.5" Lambda="0.05770405772298500129968701"/>
<Feature Type="4" Ref="4" Threshold="143.5" Lambda="0.1462169730147385438012719"/>
<Feature Type="4" Ref="2" Threshold="94.5" Lambda="0.2360837438640618901608548"/>
<Feature Type="4" Ref="1" Threshold="238.5" Lambda="0.5954255575959032098509738"/>
<Feature Type="3" Reverse="0" Ref="1" Min="355.5" Max="368" Lambda="1.14045698319039257029317"/>
<Feature Type="3" Reverse="1" Ref="4" Min="-12.5" Max="-0" Lambda="0.1150633720216506089562003"/>
<Feature Type="3" Reverse="0" Ref="1" Min="288.5" Max="368" Lambda="-0.5102340536662800518641347"/>
<Feature Type="4" Ref="6" Threshold="496.5" Lambda="0.2866956189609577987376099"/>
<Feature Type="4" Ref="2" Threshold="88.5" Lambda="0.1981203733234671859886333"/>
<Feature Type="3" Reverse="1" Ref="5" Min="-278.5" Max="-3" Lambda="0"/>
<Feature Type="4" Ref="2" Threshold="166.5" Lambda="-0.2152419899473592412864065"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-23.5" Max="2" Lambda="0.4167316669593933986526224"/>
<Feature Type="4" Ref="3" Threshold="328.5" Lambda="0.147386603216931977300419"/>
<Feature Type="3" Reverse="0" Ref="0" Min="116.5" Max="157" Lambda="1.942390200992477389263513"/>
<Feature Type="4" Ref="0" Threshold="61.5" Lambda="-0.0701627748777546716985043"/>
<Feature Type="4" Ref="1" Threshold="278.5" Lambda="0.02495121434361632223319916"/>
<Feature Type="4" Ref="6" Threshold="466.5" Lambda="0.2249551009241681498451726"/>
<Feature Type="4" Ref="2" Threshold="66.5" Lambda="0.156164457917649768248225"/>
<Feature Type="4" Ref="1" Threshold="279.5" Lambda="0.01664568386400142041559036"/>
<Feature Type="3" Reverse="1" Ref="2" Min="-42.5" Max="-23" Lambda="-0.4011085171128283000108183"/>
<Feature Type="3" Reverse="0" Ref="1" Min="354.5" Max="368" Lambda="1.229922425961935239513423"/>
<Feature Type="3" Reverse="1" Ref="5" Min="-21.5" Max="-3" Lambda="0.3375779397106559720498353"/>
<Feature Type="3" Reverse="1" Ref="3" Min="-224.5" Max="-175" Lambda="-0.2338675340607520580782364"/>
<Feature Type="3" Reverse="0" Ref="0" Min="113.5" Max="157" Lambda="0.1776506095302420595860582"/>
<Feature Type="3" Reverse="0" Ref="1" Min="342.5" Max="368" Lambda="0.361795626877337683779956"/>
<Feature Type="3" Reverse="0" Ref="0" Min="112.5" Max="157" Lambda="0.1187923689673511390418881"/>
<Feature Type="3" Reverse="0" Ref="2" Min="159.5" Max="233" Lambda="-0.06994178808112627709903109"/></Features></MaximumEntropy></Model></Algorithm>
<Algorithm Id="ENVDIST" Version="0.5">
<Parameters>
<Parameter Id="DistanceType" Value="2"/>
<Parameter Id="MaxDistance" Value="1"/>
<Parameter Id="NearestPoints" Value="0"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="0" Max="1" Offsets="-0.02941176470588235253300624 0.2758152173913043236908038 0.7110609480812640770253097 0 0 0 0 0.04974607571560479835071078" Scales="0.004901960784313725422167707 0.001358695652173913005766881 0.00112866817155756198227945 0.000246548323471400406773496 0.0005321979776476849083310938 0.0003832886163280950801365843 0.0002858776443682104016069667 0.0001154201292705447787429254"/>
<Model>
<EnvironmentalDistance MaxDistance="1" Average="0.452369924347691854116249 0.6739023450872990705917687 0.8590497858196615155179643 0.1275470189007440191542031 0.1039085122342676831275199 0.1524462565981475892229469 0.07781949640514490562637206 0.0917299205327866407078119">
<EnvironmentalReferences>
<Reference Value="0.4166666666666666296592325 0.6671195652173912415960899 0.8905191873589164419655617 0.06533530571992110513868113 0.02394890899414581914017575 0.06247604446147949491807694 0.06346483704974270612098053 0.1110341643582640758225466"/>
<Reference Value="0.4803921568627450566779657 0.6263586956521738358105722 0.7923250564334085588313883 0.1289447731755424264576959 0.1373070782331027028799753 0.2004599463395937142262682 0.07890222984562607344560803 0.1599722991689750684063398"/>
<Reference Value="0.3235294117647058431685991 0.6875 0.9198645598194130634794874 0.1116863905325443800942153 0.1420968600319318653202316 0.1023380605596013875890904 0.0931961120640365930922755 0.05032317636195752369454581"/>
<Reference Value="0.3529411764705882026404993 0.6779891304347825942144823 0.9085778781038373885792225 0.0665680473372781134067111 0.07078233102714209801220591 0.07627443464929091476722789 0.0643224699828473384100036 0.07121421975992613118133789"/>
<Reference Value="0.3529411764705882026404993 0.6766304347826086473816076 0.9074492099322798432936565 0.06558185404339250679228712 0.06971793507184671778720286 0.07589114603296281957867109 0.06346483704974270612098053 0.07132963988919667486232612"/>
<Reference Value="0.6666666666666666296592325 0.7486413043478260531671253 0.8984198645598193699868261 0.08357988165680474423879787 0 0.04944423150632426544603959 0 0.09879963065558633461549221"/>
<Reference Value="0.6568627450980392135093666 0.7459239130434782705236785 0.8860045146726861498009953 0.1062623274161735714704591 0.0005321979776476849083310938 0.08202376389421234259557991 0.0002858776443682104016069667 0.09879963065558633461549221"/>
<Reference Value="0.5980392156862744945655663 0.7214673913043477826434469 0.8826185101580135139442973 0.1183431952662721969860016 0 0.08815638175546186561248874 0.0017152658662092624096418 0.1050323176361957489000076"/>
<Reference Value="0.3578431372549019662265835 0.6684782608695651884289646 0.8984198645598193699868261 0.05547337278106509450559258 0.06013837147418839290669013 0.07550785741663472439011429 0.05403087478559176481951454 0.07837026777469990879154693"/>
<Reference Value="0.3529411764705882026404993 0.6630434782608695121197684 0.8961625282167042794156941 0.05522682445759369285198659 0.06013837147418839290669013 0.07550785741663472439011429 0.05374499714122355636947148 0.0970683287165281516450932"/>
<Reference Value="0.3774509803921568540374665 0.6086956521739130820947139 0.8182844243792324334663135 0.2075936883629191376243739 0.13624268227780733653276 0.315063242621694161726964 0.07318467695826186281138348 0.1371191135734071975260662"/>
<Reference Value="0.4068627450980392135093666 0.6114130434782607537158583 0.8148984198645597976096155 0.1908284023668639084458931 0.1053751995742416153190035 0.2863165963970870087074161 0.05660377358490566168658376 0.1413896583564173692337818"/>
<Reference Value="0.4264705882352941013202496 0.6671195652173912415960899 0.8826185101580135139442973 0.08678500986193293798010018 0.01330494944119212270827735 0.03794557301648140978933554 0.01886792452830188607237893 0.1191135734072022167584493"/>
<Reference Value="0.6225490196078431459625335 0.7241847826086955652868937 0.8860045146726861498009953 0.06089743589743590312934884 0.002660989888238424541655469 0.0778075891146032955214551 0.002287021154945683212855734 0.09556786703601108379224627"/>
<Reference Value="0.4803921568627450566779657 0.6983695652173912415960899 0.8916478555304739872511277 0.1205621301775147979906677 0.01277275146354443779994625 0.07550785741663472439011429 0.01286449399656946872283481 0.1110341643582640758225466"/>
<Reference Value="0.5147058823529411242247988 0.5774456521739130820947139 0.7584650112866816451528962 0.2184418145956607548718864 0.06013837147418839290669013 0.3123802223073974815292786 0.03230417381360777689947028 0.2246075715604801403824098"/>
<Reference Value="0.5882352941176470784157004 0.6997282608695651884289646 0.8160270880361173428951815 0.1151380670611439893669115 0.213411389036721660383833 0.1720965887313146980286405 0.1255002858776443630528519 0.08367959372114497362815655"/>
<Reference Value="0.5833333333333333703407675 0.695652173913043458952643 0.8386004514672685816734088 0.1195759368836291913762437 0.08089409260244810606632626 0.1858949789191261248166853 0.06003430531732418390378214 0.08679593721144968077041426"/>
<Reference Value="0.5784313725490195512435321 0.6752717391304348115710354 0.823927765237020270916446 0.1306706114398422102773623 0.1117615753060138272800828 0.1801456496742046831105455 0.07032590051457976443316511 0.1091874422899353491711594"/>
<Reference Value="0.5343137254901960675468331 0.6630434782608695121197684 0.819413092550790089774182 0.1301775147928994069701503 0.146886641830761027760488 0.20237638942123420404684 0.0897655803316180639361832 0.1303093259464450648366096"/>
<Reference Value="0.5343137254901960675468331 0.6725543478260869179052861 0.8284424379232505630810124 0.125739644970414204960818 0.1447578499201702950660575 0.1954771943273284906528175 0.0897655803316180639361832 0.1129963065558633322771342"/>
<Reference Value="0.5294117647058823594719001 0.6657608695652172947632152 0.823927765237020270916446 0.1282051282051282214968779 0.146886641830761027760488 0.1993100804906094425383856 0.09005145797598627932512017 0.1214219759926131042560016"/>
<Reference Value="0.5833333333333333703407675 0.6861413043478260531671253 0.8284424379232505630810124 0.1272189349112426148824539 0.1325172964342735404397189 0.1977769260252970617841584 0.08433390508862206869089562 0.08910433979686056826796658"/>
<Reference Value="0.4460784313725489891311327 0.6263586956521738358105722 0.8182844243792324334663135 0.1676528599605522640292321 0.07663650878126662679967751 0.2476044461479494085409669 0.04116638078902229436195626 0.1391966759002770115394299"/>
<Reference Value="0.4460784313725489891311327 0.7309782608695651884289646 0.9559819413092550677291115 0.1925542406311637200211351 0.002660989888238424541655469 0.003449597546952855829649476 0.2232704402515723329791797 0.05020775623268698001355759"/>
<Reference Value="0.4460784313725489891311327 0.71875 0.9446952595936793928288466 0.2687376725838264701629043 0.06279936136242682265251602 0.06439248754311997779975485 0.2961692395654659804016262 0.06094182825484763948997724"/>
<Reference Value="0.5833333333333333703407675 0.65625 0.7889390519187358119523878 0.148915187376725849377479 0.2660989888238424749822286 0.2073591414334994276202906 0.1446540880503144610447208 0.1359649122807017329606083"/>
<Reference Value="0.3921568627450980337734165 0.6834239130434782705236785 0.8803611738148984233731653 0.1104536489151873857039732 0.06279936136242682265251602 0.1356841701801456689935321 0.03373356203544882608857947 0.05090027700831024903838085"/>
<Reference Value="0.5686274509803921350936662 0.6005434782608695121197684 0.7641083521444694826030286 0.2011834319526627223861936 0.04843001596593932839285301 0.2863165963970870087074161 0.02601486563750714589571267 0.2078716528162511401056634"/>
<Reference Value="0.4215686274509803932453167 0.6209239130434782705236785 0.819413092550790089774182 0.1782544378698225073787142 0.09260244811069717751905728 0.2660022997316979775916934 0.04974271012006861031329308 0.1383887349953831780169367"/>
<Reference Value="0.539215686274509775621766 0.6603260869565217294763215 0.8047404063205416679949167 0.1222879684418145956881219 0.09100585417775411412044662 0.1901111536987351580130223 0.05546026300743282094751763 0.1240766389658356366743064"/>
<Reference Value="0.5588235294117647189438003 0.6684782608695651884289646 0.821670428893905180345314 0.1319033530571992185453922 0.06652474720596061874555716 0.2050594097355308564889498 0.04202401372212692665097933 0.1230378578024007296676245"/>
<Reference Value="0.4411764705882352810561997 0.6154891304347825942144823 0.8092550790067719601594831 0.171351084812623288833322 0.08674827035657263485379787 0.2529704867765427689363378 0.04659805603201829654613775 0.1480840258541089582422501"/>
<Reference Value="0.5637254901960784270187332 0.6535326086956521063342507 0.7866817155756207213812559 0.1148915187376725877133055 0.1846726982437466579867191 0.1786124952088923023563183 0.0991995425957690052376492 0.138273314866112662091524"/>
<Reference Value="0.5686274509803921350936662 0.65625 0.7866817155756207213812559 0.1143984220907297844060935 0.1846726982437466579867191 0.1778459179762361119792047 0.0991995425957690052376492 0.1360803324099723043971721"/>
<Reference Value="0.4509803921568627527172168 0.6277173913043477826434469 0.7957110609480811946880863 0.1452169625246548523289647 0.1378392762107503999313707 0.2257569950172479966710171 0.0797598627787307057346311 0.15662511542012924614653"/>
<Reference Value="0.5490196078431371917716319 0.7038043478260869179052861 0.8792325056433407670652969 0.1804733727810650945055926 0.02873869079297498504987907 0.1525488692985818295344558 0.0234419668381932524980904 0.1233841181902123607105892"/>
<Reference Value="0.2843137254901960675468331 0.648097826086956541047357 0.8532731376975168924303716 0.1370808678500986255155425 0.1250665247472059482536366 0.2131084706784208693264304 0.06746712407089765217715893 0.05043859649122806737553404"/>
<Reference Value="0.4411764705882352810561997 0.6752717391304348115710354 0.8329571106094807442232764 0.1230276134122288006489399 0.1506120276742948238535291 0.1912610195477194574564805 0.08604917095483133326894176 0.06821329639889196772006841"/>
<Reference Value="0.4166666666666666296592325 0.6508152173913043236908038 0.8182844243792324334663135 0.1321499013806706201989982 0.153273017562533253599355 0.2054426983518589655552944 0.0857632933104631178800048 0.09164358264081254312749536"/>
<Reference Value="0.3627450980392156743015164 0.6508152173913043236908038 0.8182844243792324334663135 0.09861932938856016184203668 0.1681745609366684379715196 0.1310847067842085267308505 0.1143510577472841571733397 0.05066943674976915473751049"/>
<Reference Value="0.4607843137254901688670827 0.6603260869565217294763215 0.8182844243792324334663135 0.1171104536489151887179716 0.1479510377860563941077032 0.1820620927558451729311173 0.0837621497998856517908095 0.09418282548476453186481194"/>
<Reference Value="0.3137254901960784270187332 0.6372282608695651884289646 0.8318284424379231989377104 0.1052761341222879787338229 0.2006386375731772087060989 0.1544653123802223193550276 0.117781589479702686329432 0.05090027700831024903838085"/>
<Reference Value="0.4215686274509803932453167 0.6657608695652172947632152 0.8295711060948081083665784 0.1306706114398422102773623 0.1522086216072378872521398 0.2031429666538903944239536 0.08490566037735848559098173 0.07617728531855955109719503"/>
<Reference Value="0.5686274509803921350936662 0.6304347826086955652868937 0.768623024830699774767595 0.1444773175542406473681467 0.2448110697179350647711971 0.1958604829436565997191622 0.1335048599199542551652087 0.1685133887349953840661954"/>
<Reference Value="0.2843137254901960675468331 0.6630434782608695121197684 0.9187358916478555181939214 0.1114398422090729784406093 0.1538052155401809506507504 0.1602146416251437333055918 0.116923956546598054040409 0.07040627885503231153663251"/>
<Reference Value="0.2990196078431372472827832 0.6657608695652172947632152 0.9176072234762979729083554 0.09714003944773176579818852 0.1346460883448642731341494 0.1341510157148332882393049 0.09005145797598627932512017 0.06648199445983379862745721"/>
<Reference Value="0.6666666666666666296592325 0.71875 0.8555304740406319830015036 0.1388067061143984370907845 0.001064395955295369816662188 0.1149865848984285288114648 0.003716409376786735004050133 0.1336565096952908593408438"/>
<Reference Value="0.3039215686274509553577161 0.6861413043478260531671253 0.9356659142212189195220162 0.1789940828402366845839566 0.142629058009579562371627 0.1207359141433499566398169 0.1515151515151515193569054 0.05620960295475530693609656"/>
<Reference Value="0.3284313725490196067546833 0.6929347826086955652868937 0.9334085778781038289508842 0.1738165680473372776138064 0.1341138903672166038383295 0.114603296282100433622908 0.1420811892510005780554394 0.04974607571560479835071078"/>
<Reference Value="0.3725490196078431459625335 0.6929347826086955652868937 0.9198645598194130634794874 0.1666666666666666851703837 0.1351782863225119701855448 0.1119202759678037673030104 0.136649514008004568932364 0.05459372114496768152447359"/>
<Reference Value="0.5980392156862744945655663 0.6970108695652172947632152 0.8386004514672685816734088 0.1072485207100591780848831 0.07823310271420967632050036 0.1667305481027213653888452 0.05774728416237850242564988 0.0900277008310249315936602"/>
<Reference Value="0.5637254901960784270187332 0.6508152173913043236908038 0.7832957110609480855245579 0.1148915187376725877133055 0.1857370941990420243339344 0.1786124952088923023563183 0.1000571755288736375266723 0.1417359187442289725211708"/>
<Reference Value="0.6029411764705882026404993 0.6725543478260869179052861 0.8171557562076748881807475 0.1203155818540433963370617 0.10218201170835550239957 0.1870448447681103965045679 0.07375643224699827971146959 0.09799168975069251497078682"/>
<Reference Value="0.6029411764705882026404993 0.6711956521739130820947139 0.8160270880361173428951815 0.1200690335305719946834557 0.10218201170835550239957 0.1866615561517823151937989 0.07347055460263007820032044 0.09879963065558633461549221"/>
<Reference Value="0.5980392156862744945655663 0.695652173913043458952643 0.8374717832957110363878428 0.1072485207100591780848831 0.07876530069185735949410798 0.1667305481027213653888452 0.05803316180674671087569294 0.09256694367497692033097678"/>
<Reference Value="0.6078431372549019107154322 0.7078804347826086473816076 0.8453724604966139644091072 0.1139053254437869810988815 0.0819584885577434724135415 0.1686469911843618274538414 0.05974842767295597545373909 0.07790858725761772018980622"/>
<Reference Value="0.5490196078431371917716319 0.7038043478260869179052861 0.861173814898419820451636 0.149901380670611455991903 0.09686003193187865678570603 0.2042928325028746661118362 0.05974842767295597545373909 0.09533702677746998255248201"/>
<Reference Value="0.6078431372549019107154322 0.7051630434782607537158583 0.8442437923250564191235412 0.1136587771203155933230633 0.0819584885577434724135415 0.1690302798006899365201861 0.05974842767295597545373909 0.08090951061865188365107571"/>
<Reference Value="0.4705882352941176405280999 0.6698369565217390242395368 0.8103837471783295054450491 0.09812623274161735853482469 0.1676423629590207409201241 0.1387504791107704305019865 0.1034877072612921666827646 0.08344875346260387238839229"/>
<Reference Value="0.4215686274509803932453167 0.6997282608695651884289646 0.9322799097065461726430158 0.2633136094674556337835725 0.06705694518360830191916477 0.05672671521655807402861882 0.2858776443682103929333493 0.06278855032317635920247056"/>
<Reference Value="0.3725490196078431459625335 0.6888586956521738358105722 0.9164785553047403166004869 0.09097633136094675221361427 0.1452900478978179921174529 0.1115369873514756721144536 0.08004574042309890724578025 0.06071098799630655212800079"/>
<Reference Value="0.5588235294117647189438003 0.6345108695652172947632152 0.8024830699774265774237847 0.1735700197238658759602004 0.05747738158594997009975813 0.2468378689152932181638533 0.03087478559176672424091414 0.1358494921514312170351957"/>
<Reference Value="0.4460784313725489891311327 0.6127717391304348115710354 0.8047404063205416679949167 0.1760355029585798924962603 0.09260244811069717751905728 0.2602529704867765358855536 0.04974271012006861031329308 0.1557017543859648966986242"/>
<Reference Value="0.3627450980392156743015164 0.6861413043478260531671253 0.8905191873589164419655617 0.1094674556213017790895492 0.08142629058009578923993388 0.1701801456496742082080686 0.04373927958833619122902547 0.06625115420129269738769295"/>
<Reference Value="0.6029411764705882026404993 0.6684782608695651884289646 0.8148984198645597976096155 0.1368343195266272238619365 0.06386375731772218899973126 0.2127251820620927602600858 0.0408805031446540859119132 0.12927054478301014395214"/>
<Reference Value="0.3431372549019607864906334 0.6820652173913043236908038 0.8961625282167042794156941 0.08900394477317555286255413 0.07397551889302819705385161 0.1356841701801456689935321 0.03973699256718124517284707 0.05055401662049861105652226"/>
<Reference Value="0.5196078431372549433220343 0.6413043478260869179052861 0.7866817155756207213812559 0.1282051282051282214968779 0.2080894092602448008921812 0.1755461862782675408478639 0.1186392224128073186184551 0.1371191135734071975260662"/>
<Reference Value="0.3872549019607843256984836 0.6929347826086955652868937 0.9063205417607222980080905 0.1198224852071005930298497 0.1048430015965939321453959 0.1337677270985051791729603 0.0563178959405374462976468 0.05540166204986149423028507"/>
<Reference Value="0.3921568627450980337734165 0.6942934782608695121197684 0.9063205417607222980080905 0.1232741617357002023025458 0.10218201170835550239957 0.1368340360291299406814147 0.05488850771869639710853761 0.04997691597414588571268723"/>
<Reference Value="0.4411764705882352810561997 0.6616847826086955652868937 0.821670428893905180345314 0.1045364891518737737730049 0.1346460883448642731341494 0.1625143733231123044369326 0.07747284162378502425649884 0.05124653739612188008134552"/>
<Reference Value="0.3921568627450980337734165 0.6915760869565217294763215 0.8882618510158013513944297 0.12623274161735700826803 0.08621607237892495168019025 0.1962437715599846810299312 0.04631217838765008809609469 0.05378578024007386881866211"/>
<Reference Value="0.4215686274509803932453167 0.6970108695652172947632152 0.8848758465011286045154293 0.1188362919132150002932136 0.073443320915380513880244 0.1816788041395170638647727 0.03945111492281303672280401 0.0515927977839335180632041"/>
<Reference Value="0.3872549019607843256984836 0.7065217391304348115710354 0.909706546275395044887091 0.1210552268244576012978797 0.07716870675891430997328513 0.1169030279800690047542489 0.04145225843339050975089322 0.05978762696214219574120108"/>
<Reference Value="0.274509803921568595885816 0.664402173913043458952643 0.909706546275395044887091 0.06928007889546351771858923 0.06492815327301755534694649 0.08432349559218091372692072 0.03487707261292166682764559 0.05043859649122806737553404"/>
<Reference Value="0.4852941176470587647528987 0.664402173913043458952643 0.8724604966139954953519009 0.07914201183431952835167777 0.01436934539648749252493953 0.09045611345343043674382955 0.008290451686678102297123338 0.1170360110803324027450856"/>
<Reference Value="0.4215686274509803932453167 0.695652173913043458952643 0.9198645598194130634794874 0.1868836291913215097437728 0.06492815327301755534694649 0.1429666538903794636983235 0.1832475700400228724173957 0.06128808864265927747183582"/>
<Reference Value="0.2990196078431372472827832 0.6535326086956521063342507 0.9085778781038373885792225 0.08604536489151874689707 0.1293241085683874413980732 0.1268685320045994657789379 0.0931961120640365930922755 0.08414127423822714835210945"/>
<Reference Value="0.4068627450980392135093666 0.6616847826086955652868937 0.8893905191873588966799957 0.08777120315581854459452416 0.005321979776476849083310938 0.09927175162897662608063598 0.01858204688393367762233588 0.1313481071098799579655036"/>
<Reference Value="0.4068627450980392135093666 0.6616847826086955652868937 0.8893905191873588966799957 0.08579881656804734524346401 0.005321979776476849083310938 0.05404369490226140770872121 0.01858204688393367762233588 0.1318097876269621326894566"/>
<Reference Value="0.4117647058823529215842996 0.6684782608695651884289646 0.8950338600451466231078257 0.086291913214990148550676 0.005321979776476849083310938 0.09697201993100805494929517 0.01829616923956546570284587 0.1210757156048014732130369"/>
<Reference Value="0.3382352941176470229045492 0.7038043478260869179052861 0.9661399548532730863215079 0.2448224852071005930298497 0.01383714741883980761660844 0.01648141050210808963849551 0.2278444825614636959354442 0.05401662049861495618063856"/>
<Reference Value="0.3431372549019607864906334 0.7092391304347825942144823 0.9683972911963882879149423 0.2435897435897436125173954 0.01383714741883980761660844 0.01724798773476428001560912 0.2272727272727272651575703 0.05032317636195752369454581"/>
<Reference Value="0.5245098039215686513969672 0.7010869565217390242395368 0.8826185101580135139442973 0.1570512820512820484353256 0.05907397551889302655947489 0.1893445764660789676359087 0.05117209834190965950240226 0.1019159741458910417577499"/>
<Reference Value="0.3627450980392156743015164 0.6970108695652172947632152 0.9085778781038373885792225 0.1247534516765286122241818 0.090473656200106430946839 0.1257186661556151940910553 0.04945683247570040186325002 0.05009233610341642939367546"/>
<Reference Value="0.4117647058823529215842996 0.695652173913043458952643 0.9018058690744921168658266 0.1230276134122288006489399 0.09579563597658327656070298 0.1364507474128018593706457 0.05145797598627787489133922 0.05378578024007386881866211"/>
<Reference Value="0.3872549019607843256984836 0.6942934782608695121197684 0.9051918735891647527225246 0.125493096646942803307212 0.1005854177754124528787472 0.1368340360291299406814147 0.05403087478559176481951454 0.05066943674976915473751049"/>
<Reference Value="0.3382352941176470229045492 0.7038043478260869179052861 0.9209932279909706087650534 0.1129191321499013883622453 0.08994145822245874777323138 0.1054043694902261490975448 0.04831332189822756112418389 0.04974607571560479835071078"/>
<Reference Value="0.3823529411764705621123994 0.6875 0.8927765237020315325366937 0.1010848126232741645003088 0.05215540180947311754700024 0.1065542353392104346632152 0.02801600914808461892380187 0.05043859649122806737553404"/>
<Reference Value="0.3382352941176470229045492 0.7024456521739130820947139 0.9187358916478555181939214 0.1060157790927021698168531 0.0819584885577434724135415 0.09965504024530472126919278 0.04402515723270439967906853 0.04986149584487534203169901"/>
<Reference Value="0.3676470588235293823764493 0.7038043478260869179052861 0.915349887133182771314921 0.1188362919132150002932136 0.08355508249068653581215216 0.1134534304331161480572376 0.0448827901658090319680916 0.05667128347183748859894337"/>
<Reference Value="0.4852941176470587647528987 0.6345108695652172947632152 0.7911963882618510135458223 0.1237672583826430056097578 0.2059606173496540681977507 0.1686469911843618274538414 0.1243567753001715292526796 0.1441597414589104175774992"/>
<Reference Value="0.3578431372549019662265835 0.6942934782608695121197684 0.9085778781038373885792225 0.1247534516765286122241818 0.09526343799893559338709537 0.1268685320045994657789379 0.05202973127501429179142534 0.05032317636195752369454581"/>
<Reference Value="0.4852941176470587647528987 0.6929347826086955652868937 0.8927765237020315325366937 0.1464497041420118328414191 0.01436934539648749252493953 0.05404369490226140770872121 0.029159519725557459662868 0.1469298245614035214323678"/>
<Reference Value="0.5637254901960784270187332 0.65625 0.7900677200902934682602563 0.1240138067061144072633638 0.09526343799893559338709537 0.1927941740130318382107077 0.05717552887364207858666987 0.132733148661126509892938"/>
<Reference Value="0.3578431372549019662265835 0.6440217391304348115710354 0.8306997742663656536521444 0.1375739644970414288227545 0.1351782863225119701855448 0.213875047911077059703544 0.07547169811320754428951574 0.08252539242843950906269868"/>
<Reference Value="0.5098039215686274161498659 0.65625 0.8047404063205416679949167 0.1351084812623274122866945 0.2080894092602448008921812 0.1743963204292832691599813 0.1192109777015437355185412 0.1214219759926131042560016"/>
<Reference Value="0.4215686274509803932453167 0.6725543478260869179052861 0.8182844243792324334663135 0.0976331360946745552276127 0.1596593932943054794382221 0.1268685320045994657789379 0.1132075471698113233731675 0.05066943674976915473751049"/>
<Reference Value="0.4558823529411764607921498 0.6671195652173912415960899 0.8115124153498870507306151 0.1035502958579881671585809 0.1729643427354976004117759 0.1433499425067075727646682 0.1192109777015437355185412 0.08748845798707294285634362"/>
<Reference Value="0.3088235294117647189438003 0.648097826086956541047357 0.8487584650112866002658052 0.1420118343195266308320868 0.1261309207025013146008519 0.2207742430049827730975665 0.06775300171526586756609589 0.0515927977839335180632041"/>
<Reference Value="0.269607843137254887810883 0.6684782608695651884289646 0.9288939051918735367863178 0.148668639053254447723873 0.2107503991484832306380071 0.1970103487926408714070448 0.1632361349342481282587158 0.06174976915974145219578872"/>
<Reference Value="0.3382352941176470229045492 0.6888586956521738358105722 0.9187358916478555181939214 0.1195759368836291913762437 0.1585949973390101130910068 0.1264852433882713844681689 0.08519153802172670097991869 0.0515927977839335180632041"/>
<Reference Value="0.4313725490196078093951826 0.6779891304347825942144823 0.823927765237020270916446 0.09640039447731756083737054 0.1649813730707823111742982 0.1303181295515523363537369 0.107204116638078897350006 0.05066943674976915473751049"/>
<Reference Value="0.6911764705882352810561997 0.7703804347826086473816076 0.8781038374717832217797309 0.2684911242603550407537227 0.01436934539648749252493953 0.2280567267152165678023579 0.01429388221841051964666747 0.08102493074792244120985174"/>
<Reference Value="0.6225490196078431459625335 0.7228260869565217294763215 0.8848758465011286045154293 0.06188362919132150280487892 0.003193187865886109449986563 0.0785741663472594858985687 0.002858776443682104016069667 0.09718374884579869532608143"/>
<Reference Value="0.4264705882352941013202496 0.6671195652173912415960899 0.8826185101580135139442973 0.08678500986193293798010018 0.01330494944119212270827735 0.03794557301648140978933554 0.01886792452830188607237893 0.1191135734072022167584493"/>
<Reference Value="0.4313725490196078093951826 0.6807065217391303768579291 0.8273137697516930177954464 0.09344181459566075487188641 0.1697711548696114736145546 0.1341510157148332882393049 0.1026300743281875343937415 0.05055401662049861105652226"/>
<Reference Value="0.5490196078431371917716319 0.6576086956521738358105722 0.8126410835214445960161811 0.1420118343195266308320868 0.1516764236295901902007444 0.2207742430049827730975665 0.09262435677530017619218938 0.1299630655586334060380693"/>
<Reference Value="0.5931372549019607864906334 0.6630434782608695121197684 0.8115124153498870507306151 0.1141518737672583827524875 0.1059073975518892984926111 0.1774626293599080306684357 0.07547169811320754428951574 0.1118421052631578815894642"/>
<Reference Value="0.3431372549019607864906334 0.6548913043478260531671253 0.8961625282167042794156941 0.05966469428007890180021278 0.03618946248004257376651438 0.08470678420850900891547752 0.02372784448256146441758041 0.09383656509695290082184727"/>
<Reference Value="0.3431372549019607864906334 0.6807065217391303768579291 0.911963882618510135458223 0.08530571992110454193625202 0.09260244811069717751905728 0.08049060942889996184135271 0.0837621497998856517908095 0.06752077562326869175635125"/>
<Reference Value="0.3284313725490196067546833 0.6739130434782607537158583 0.9108352144469524791503545 0.09418145956607495983270439 0.1037786056412985519203929 0.08777309313913377042393194 0.09262435677530017619218938 0.07444598337950138200458383"/>
<Reference Value="0.3921568627450980337734165 0.7038043478260869179052861 0.9356659142212189195220162 0.1609960552268244748930215 0.03246407663650877767347325 0.1314679954005366080416195 0.1497998856489422547788593 0.05447830101569713090459146"/>
<Reference Value="0.4558823529411764607921498 0.6888586956521738358105722 0.8363431151241534911022768 0.1143984220907297844060935 0.1420968600319318653202316 0.1724798773476427793394095 0.077758719268153225767648 0.0572483841181902070038845"/>
<Reference Value="0.4509803921568627527172168 0.6861413043478260531671253 0.8352144469525959458167108 0.1107001972386587873575792 0.1697711548696114736145546 0.1659639708700651750117316 0.09119496855345911312529239 0.06013388734995382678416576"/>
<Reference Value="0.4558823529411764607921498 0.6684782608695651884289646 0.82279909706546272563088 0.1136587771203155933230633 0.1665779670037253745729089 0.1724798773476427793394095 0.08947970268724986242503405 0.0817174515235457032957811"/>
<Reference Value="0.4705882352941176405280999 0.6277173913043477826434469 0.7945823927765236494025203 0.1319033530571992185453922 0.1373070782331027028799753 0.2050594097355308564889498 0.07890222984562607344560803 0.1520083102493074711514254"/>
<Reference Value="0.3872549019607843256984836 0.6603260869565217294763215 0.8363431151241534911022768 0.1457100591715976278806011 0.1309207025013304770411082 0.2265235722499041870481307 0.07032590051457976443316511 0.05090027700831024903838085"/>
<Reference Value="0.4264705882352941013202496 0.6739130434782607537158583 0.8363431151241534911022768 0.1314102564102564152381802 0.1506120276742948238535291 0.2042928325028746661118362 0.08261863922241280411284947 0.05147737765466296744332197"/>
<Reference Value="0.3431372549019607864906334 0.6317934782608695121197684 0.823927765237020270916446 0.1373274161735700271691485 0.1325172964342735404397189 0.2134917592947489506371994 0.07461406518010291200049267 0.1012234533702677796718206"/>
<Reference Value="0.269607843137254887810883 0.6630434782608695121197684 0.9266365688487584462151858 0.1415187376725838275248748 0.2032996274614156384519248 0.1950939057110004093420486 0.1495140080045740393899223 0.06590489381348106634472828"/>
<Reference Value="0.5980392156862744945655663 0.7065217391304348115710354 0.8465011286681715096946732 0.1074950690335305797384891 0.07716870675891430997328513 0.1671138367190494466996142 0.0563178959405374462976468 0.07825484764542936511055871"/>
<Reference Value="0.3088235294117647189438003 0.6834239130434782705236785 0.9345372460496613742364502 0.1767751479289940974570783 0.140500266098988801921621 0.1195860482943656710741465 0.1483704974271012055897501 0.05505540166204985624842649"/>
<Reference Value="0.4362745098039215729812668 0.6807065217391303768579291 0.8273137697516930177954464 0.09689349112426036414458252 0.1729643427354976004117759 0.1364507474128018593706457 0.1057747284162378481608968 0.04974607571560479835071078"/>
<Reference Value="0.5490196078431371917716319 0.6820652173913043236908038 0.7911963882618510135458223 0.08111439842209072770273792 0.1282597126130920750508579 0.10118819471061710202342 0.08747855917667238245805095 0.0756001846722068326922539"/>
<Reference Value="0.4754901960784313486030328 0.6209239130434782705236785 0.7889390519187358119523878 0.1336291913214990301206342 0.1373070782331027028799753 0.2077424300498275366866352 0.07890222984562607344560803 0.1651662049861495895619612"/>
<Reference Value="0.5490196078431371917716319 0.6453804347826086473816076 0.7799097065462753386455574 0.1217948717948718062586977 0.213411389036721660383833 0.1774626293599080306684357 0.1152086906803887894623628 0.1308864265927977832415507"/></EnvironmentalReferences></EnvironmentalDistance></Model></Algorithm></Algorithms></Consensus></Model></Algorithm></SerializedModel>