<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="Plantago turficola" Count="10">
<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/268/47491" X="-49.480528" Y="-28.127444"/>
<Point Id="https://specieslink.net/guid/268/17100" X="-49.479681" Y="-28.121194"/>
<Point Id="https://specieslink.net/guid/268/47383" X="-49.546422" Y="-28.38645"/>
<Point Id="https://specieslink.net/guid/268/48642" X="-49.487939" Y="-28.120639"/>
<Point Id="https://specieslink.net/guid/268/48641" X="-49.549094" Y="-28.391983"/>
<Point Id="https://specieslink.net/guid/268/47382" X="-49.954722" Y="-28.800278"/>
<Point Id="https://specieslink.net/guid/268/48635" X="-49.953442" Y="-28.799208"/>
<Point Id="https://specieslink.net/guid/268/48637" X="-49.798436" Y="-28.616672"/>
<Point Id="https://specieslink.net/guid/268/48631" X="-49.956872" Y="-29.063147"/>
<Point Id="https://specieslink.net/guid/268/48640" X="-49.552742" Y="-28.388044"/>
</Presence>
</Sampler>
<Algorithm Id="CONSENSUS" Version="0.2"><Parameters><Parameter Id="Agreement" Value="2"/><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="Weights" Value="1.0 1.0 0.0 0.0 0.0"/></Parameters><Model><Consensus Thresholds="0.3 0.300317988789 0.0 0.0 0.0"><Algorithms>
<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="0.01000000000000000020816682">
<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="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 0.4473423930009204907420894 -0.9996088744398761161136235 -1 -0.9330499234458481394582918 -0.9843137254901961341602146 -0.9807078171521425025147778" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 0.5763400839035417444478071 0.9928974534602875712252512 1 -0.4808419538885030930508435 -0.4588235294117647411482608 1" Performance="35.48120524484077265015003 0.4932000000000000272670775 0.4948000000000000175859327 0.5051999999999999824140673 0.4932000000000000272670775 1 0 0.4932000000000000272670775 35.48120524484077265015003 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 0.4473423930009204907420894 -0.9996088744398761161136235 -0.9776134153029748530272514 -0.9330499234458481394582918 -0.9843137254901961341602146 -0.9807078171521425025147778" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 0.5763400839035417444478071 0.9928974534602875712252512 1 -0.4808419538885030930508435 -0.4588235294117647411482608 1" Performance="35.48120524484077265015003 0.4932000000000000272670775 0.4948000000000000175859327 0.5051999999999999824140673 0.4932000000000000272670775 1 0 0.4932000000000000272670775 35.48120524484077265015003 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 -1 -0.9996088744398761161136235 -1 -0.9450980392156862475161461 -0.9843137254901961341602146 -1" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 1 0.9928974534602875712252512 1 -0.4588235294117647411482608 -0.4588235294117647411482608 1" Performance="35.45241724395917515266774 0.4924000000000000043520743 0.4948000000000000175859327 0.5051999999999999824140673 0.4924000000000000043520743 1 0 0.4924000000000000043520743 35.45241724395917515266774 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 -1 -0.9996088744398761161136235 -1 -0.9450980392156862475161461 -0.9843137254901961341602146 -1" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 1 0.9928974534602875712252512 1 -0.4588235294117647411482608 -0.4588235294117647411482608 0.9915905855828895942849499" Performance="35.45241724395917515266774 0.4924000000000000043520743 0.4948000000000000175859327 0.5051999999999999824140673 0.4924000000000000043520743 1 0 0.4924000000000000043520743 35.45241724395917515266774 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 -1 -1 -1 -0.9450980392156862475161461 -0.9843137254901961341602146 -1" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 1 1 1 -0.4588235294117647411482608 -0.4588235294117647411482608 0.9915905855828895942849499" Performance="35.45241724395917515266774 0.4924000000000000043520743 0.4948000000000000175859327 0.5051999999999999824140673 0.4924000000000000043520743 1 0 0.4924000000000000043520743 35.45241724395917515266774 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 -1 -1 -0.9812582413098592803990527 -0.9450980392156862475161461 -0.9843137254901961341602146 -1" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 1 1 0.9869008231265791186714864 -0.4588235294117647411482608 -0.4588235294117647411482608 0.9915905855828895942849499" Performance="35.45241724395917515266774 0.4924000000000000043520743 0.4948000000000000175859327 0.5051999999999999824140673 0.4924000000000000043520743 1 0 0.4924000000000000043520743 35.45241724395917515266774 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.03967869191597198780252498 -0.9894648739084433985979672 -1 -0.9812582413098592803990527 -0.9450980392156862475161461 -0.9843137254901961341602146 -1" Chromosome2="0.2862745098039216617991087 0.2017853560103213816923073 0.9882499205806617448288875 1 0.9869008231265791186714864 -0.4588235294117647411482608 -0.4588235294117647411482608 0.9915905855828895942849499" Performance="35.45241724395917515266774 0.4924000000000000043520743 0.4948000000000000175859327 0.5051999999999999824140673 0.4924000000000000043520743 1 0 0.4924000000000000043520743 35.45241724395917515266774 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.29412430039380321744602 -1 -3.170261892407391979276099 2.161051079402374064386549 -1 -1 -1" Chromosome2="1 -5.392641207604198072544932 -1 2.432924127898434818462192 -1.504892323624684280503061 1 1 1" Performance="35.43801447381613911602471 0.4919999999999999928945726 0.4948000000000000175859327 0.5051999999999999824140673 0.4919999999999999928945726 1 0 0.4919999999999999928945726 35.43801447381613911602471 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.01085095903990103069491902 -1 -0.8901960784313724950322921 -0.9753136913094556659231671 -0.90588235294117647189438 -0.9432606261938626390772811 -0.9968578952868454301494694" Chromosome2="0.3568627450980392801227481 0.3352017277020032381962267 1 -0.3960784313725490557445141 0.9861764523454688013970326 -0.5058823529411764496899195 -0.4232420486745965271246916 0.9940236287160975070520408" Performance="34.73966000646223761805231 0.4727999999999999980460075 0.4948000000000000175859327 0.5051999999999999824140673 0.4727999999999999980460075 1 0 0.4727999999999999980460075 34.73966000646223761805231 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.03552589475331140861369406 -1 -0.8901960784313724950322921 -0.9753136913094556659231671 -0.90588235294117647189438 -0.9560677379643655049434869 -1" Chromosome2="0.3568627450980392801227481 0.3381830295709585265662156 1 -0.3960784313725490557445141 0.9861764523454688013970326 -0.5058823529411764496899195 -0.4354976234227126430376131 1" Performance="34.54809308269803835855782 0.4676000000000000156319402 0.4948000000000000175859327 0.5051999999999999824140673 0.4676000000000000156319402 1 0 0.4676000000000000156319402 34.54809308269803835855782 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.03552589475331140861369406 -1 -0.8901960784313724950322921 -0.958713895114458591883988 -1 -1 -1" Chromosome2="0.3568627450980392801227481 0.3381830295709585265662156 1 -0.3960784313725490557445141 0.9992436573473792993382858 1 1 1" Performance="34.05696877394585442289099 0.4544000000000000261124455 0.4948000000000000175859327 0.5051999999999999824140673 0.4544000000000000261124455 1 0 0.4544000000000000261124455 34.05696877394585442289099 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.03552589475331140861369406 -1 -0.8901960784313724950322921 -0.9753136913094556659231671 -1 -1 -1" Chromosome2="0.3568627450980392801227481 0.3381830295709585265662156 1 -0.3960784313725490557445141 0.9861764523454688013970326 1 0.9842715408130172649592282 1" Performance="33.891679178560060847758 0.4500000000000000111022302 0.4948000000000000175859327 0.5051999999999999824140673 0.4500000000000000111022302 1 0 0.4500000000000000111022302 33.891679178560060847758 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.03552589475331140861369406 -1 -0.8901960784313724950322921 -0.9753136913094556659231671 -1 -1 -1" Chromosome2="0.3568627450980392801227481 0.3381830295709585265662156 1 -0.3960784313725490557445141 0.9861764523454688013970326 1 0.9842715408130172649592282 0.9883690302322307719151695" Performance="33.891679178560060847758 0.4500000000000000111022302 0.4948000000000000175859327 0.5051999999999999824140673 0.4500000000000000111022302 1 0 0.4500000000000000111022302 33.891679178560060847758 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.294117647058823483696699 -0.03552589475331140861369406 -1 -0.8901960784313724950322921 -0.9753136913094556659231671 -1 -1 -1" Chromosome2="0.3568627450980392801227481 0.3381830295709585265662156 0.997803688869767224645102 -0.3960784313725490557445141 0.9861764523454688013970326 1 1 1" Performance="33.891679178560060847758 0.4500000000000000111022302 0.4948000000000000175859327 0.5051999999999999824140673 0.4500000000000000111022302 1 0 0.4500000000000000111022302 33.891679178560060847758 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.07513377319510072815944568 -1 -0.8901960784313724950322921 -0.9550711527959819813204945 -0.8912459252586115709959813 -1 -0.8944757618468823778812293" Chromosome2="1 0.3937862961315641285864331 1 -0.3960784313725490557445141 -0.5931441523646966418326087 -0.4826954502304708349846862 1 1" Performance="33.160775398965427029907 0.4308000000000000162536651 0.4948000000000000175859327 0.5051999999999999824140673 0.4308000000000000162536651 1 0 0.4308000000000000162536651 33.160775398965427029907 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -0.8711739394155384452744784 -0.9645106843151014519577302 -0.8906441508749731728045163 -1 -0.8944757618468823778812293" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 1 -0.415306862240146901221749 -0.564092046396128754537358 -0.4706949870826469539686343 1 1" Performance="32.99099605246177446815636 0.4264000000000000012434498 0.4948000000000000175859327 0.5051999999999999824140673 0.4264000000000000012434498 1 0 0.4264000000000000012434498 32.99099605246177446815636 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.05278912772755826182669026 -1 -0.897055461873708104292291 -1 -0.9247988804461845235849182 -0.9946242765816923903088309 -1" Chromosome2="0.2862745098039216617991087 0.3866245425541917635214872 0.9993108117076403562606401 -0.4451629262977566114933836 -0.5470646858361422060212931 -0.4873642740015318719493109 1 1" Performance="32.57051302194255981703463 0.4156000000000000249578136 0.4948000000000000175859327 0.5051999999999999824140673 0.4156000000000000249578136 1 0 0.4156000000000000249578136 32.57051302194255981703463 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.05278912772755826182669026 -1 -0.897055461873708104292291 -0.9921568627450980670801073 -0.9247988804461845235849182 -1 -1" Chromosome2="0.2862745098039216617991087 0.3866245425541917635214872 1 -0.4451629262977566114933836 -0.5294117647058823594719001 -0.4873642740015318719493109 1 1" Performance="32.53914997853797785865027 0.4148000000000000020428104 0.4948000000000000175859327 0.5051999999999999824140673 0.4148000000000000020428104 1 0 0.4148000000000000020428104 32.53914997853797785865027 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.05278912772755826182669026 -1 -0.897055461873708104292291 -0.9921568627450980670801073 -0.9247988804461845235849182 -1 -1" Chromosome2="0.2862745098039216617991087 0.3866245425541917635214872 0.9993108117076403562606401 -0.4451629262977566114933836 -0.5294117647058823594719001 -0.4873642740015318719493109 1 1" Performance="32.53914997853797785865027 0.4148000000000000020428104 0.4948000000000000175859327 0.5051999999999999824140673 0.4148000000000000020428104 1 0 0.4148000000000000020428104 32.53914997853797785865027 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -1 -0.9951484892310367147416628 -0.9372549019607843145962534 -1 -0.8798571054131472113368773" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 1 1 0.9789408776702152037429983 -0.4666666666666666740681535 1 1" Performance="31.969354262550094603057 0.4003999999999999781508109 0.4948000000000000175859327 0.5051999999999999824140673 0.4003999999999999781508109 1 0 0.4003999999999999781508109 31.969354262550094603057 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -1 -1 -0.9372549019607843145962534 -1 -0.8798571054131472113368773" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 1 1 1 -0.4666666666666666740681535 1 1" Performance="31.92141218969356231127676 0.3991999999999999992894573 0.4948000000000000175859327 0.5051999999999999824140673 0.3991999999999999992894573 1 0 0.3991999999999999992894573 31.92141218969356231127676 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -3.170261892407391979276099 -1 -0.9372549019607843145962534 -1 -0.8973848665399211110837996" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 1 2.432924127898434818462192 1 -0.4666666666666666740681535 1 1" Performance="31.79321322919953374253055 0.3960000000000000186517468 0.4948000000000000175859327 0.5051999999999999824140673 0.3960000000000000186517468 1 0 0.3960000000000000186517468 31.79321322919953374253055 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -0.9401377099084442523491134 -3.170261892407391979276099 -1 -0.9372549019607843145962534 -1 -0.8973848665399211110837996" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 0.9609254082215243908393632 2.432924127898434818462192 1 -0.4666666666666666740681535 1 1" Performance="31.79321322919953374253055 0.3960000000000000186517468 0.4948000000000000175859327 0.5051999999999999824140673 0.3960000000000000186517468 1 0 0.3960000000000000186517468 31.79321322919953374253055 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -1 -1 -0.9372549019607843145962534 -1 -0.8973848665399211110837996" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 0.989868486322552310063827 1 1 -0.4666666666666666740681535 1 1" Performance="31.79321322919953374253055 0.3960000000000000186517468 0.4948000000000000175859327 0.5051999999999999824140673 0.3960000000000000186517468 1 0 0.3960000000000000186517468 31.79321322919953374253055 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2373423725092674296810458 -0.03183200510547434802788302 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.01132117637853120861723966 0.300742319131306556911909 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1426460278912372592330371 -1 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.03025619006169907865277935 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2373423725092674296810458 -0.03183200510547434802788302 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.99189271337606688128119 -0.678431372549019640061374" Chromosome2="0.01132117637853120861723966 0.300742319131306556911909 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9767364633805823981305139 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1676898970844376002276022 -1 0.466666666666666563045851 -0.772549019607843168166994 -1 -1 -1 -0.678431372549019640061374" Chromosome2="0.003385820773202402600432492 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1676898970844376002276022 -0.9931299217045307381468433 0.466666666666666563045851 -0.772549019607843168166994 -1 -1 -1 -0.678431372549019640061374" Chromosome2="0.003385820773202402600432492 0.965657004175914712718054 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1676898970844376002276022 -0.9931299217045307381468433 0.466666666666666563045851 -0.772549019607843168166994 -0.9838931698595052566247432 -1 -1 -0.678431372549019640061374" Chromosome2="0.003385820773202402600432492 0.965657004175914712718054 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1676898970844376002276022 -0.9931299217045307381468433 0.466666666666666563045851 -0.772549019607843168166994 -1 -1 -0.9972483296285976628325898 -0.678431372549019640061374" Chromosome2="0.003385820773202402600432492 0.965657004175914712718054 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 1 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1676898970844376002276022 -0.9931299217045307381468433 0.466666666666666563045851 -0.772549019607843168166994 -0.9838931698595052566247432 -1 -1 -0.678431372549019640061374" Chromosome2="0.003385820773202402600432492 0.965657004175914712718054 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 0.9963242565121116500748144 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1426460278912372592330371 -1 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.9795518184769643754705726 -0.678431372549019640061374" Chromosome2="0.03025619006169907865277935 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9779450783939802605004843 -0.4901960784313725838501341" Performance="31.07529748326167862160219 0.3967999999999999860555988 0.5051999999999999824140673 0.5051999999999999824140673 0.3967999999999999860555988 0.9989919354838709963928522 0 0.3967999999999999860555988 31.10665499838101411000935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.6505228929147326422111064" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4879342724088683302952063" Performance="30.91765016058500137319243 0.397600000000000008970602 0.5051999999999999824140673 0.5051999999999999824140673 0.397600000000000008970602 0.996981891348088566928709 0 0.397600000000000008970602 31.01124546884106081279242 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0787860274095746326850076 -1 -0.8509803921568627194105261 -0.9921568627450980670801073 -0.9294117647058823816763606 -0.9843137254901961341602146 -0.678431372549019640061374" Chromosome2="1 0.2095850009053778495449194 1 -0.4509803921568626972060656 -0.5137254901960783826098123 -0.4901960784313725838501341 -0.4431372549019607642861729 -0.4901960784313725838501341" Performance="30.8391475629472502362205 0.3980000000000000204281037 0.5051999999999999824140673 0.5051999999999999824140673 0.3980000000000000204281037 0.9959798994974874419838784 0 0.3980000000000000204281037 30.96362444513876255314244 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.05916756018424590424231724 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.2744102628194970971975408 0.5529411764705882692538808 -0.7411764705882353254651207 0.9891177105772144262374468 -0.5999999999999999777955395 0.6061137635260820388793945 -0.4901960784313725838501341" Performance="30.76085797294888735109453 0.398399999999999976374454 0.5051999999999999824140673 0.5051999999999999824140673 0.398399999999999976374454 0.9949799196787149080378754 0 0.398399999999999976374454 30.91605907271149433768187 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.6531929837576314623603935 -1 0.466666666666666563045851 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.8923600627511155680693378 -0.678431372549019640061374" Chromosome2="0.2643627098213662263148649 1 0.5529411764705882692538808 -0.7411764705882353254651207 0.99093623445369305446917 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.76085797294888735109453 0.398399999999999976374454 0.5051999999999999824140673 0.5051999999999999824140673 0.398399999999999976374454 0.9949799196787149080378754 0 0.398399999999999976374454 30.91605907271149433768187 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.9937350769361404934088 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 1 0.5529411764705882692538808 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.68278061892256047826777 0.3987999999999999878319557 0.5051999999999999824140673 0.5051999999999999824140673 0.3987999999999999878319557 0.993981945837512537167413 0 0.3987999999999999878319557 30.86854922004620860320756 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.9937350769361404934088 -0.6470588235294116863371983 -0.9863701254318032463075383 -0.678431372549019640061374" Chromosome2="1 1 0.5529411764705882692538808 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.68278061892256047826777 0.3987999999999999878319557 0.5051999999999999824140673 0.5051999999999999824140673 0.3987999999999999878319557 0.993981945837512537167413 0 0.3987999999999999878319557 30.86854922004620860320756 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.9978680828427697324656265 -0.9937350769361404934088 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 1 0.5529411764705882692538808 0.9853406360452162671137444 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.68278061892256047826777 0.3987999999999999878319557 0.5051999999999999824140673 0.5051999999999999824140673 0.3987999999999999878319557 0.993981945837512537167413 0 0.3987999999999999878319557 30.86854922004620860320756 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0787860274095746326850076 -1 -0.8823529411764705621123994 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="1 0.2095850009053778495449194 1 -0.3960784313725490557445141 1 1 -0.4823529411764705399079389 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0787860274095746326850076 -1 -0.8823529411764705621123994 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="1 0.2095850009053778495449194 1 -0.3960784313725490557445141 1 0.9831572335733230749710287 -0.4823529411764705399079389 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0787860274095746326850076 -1 -0.8823529411764705621123994 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="0.9577564686122868042872369 0.2095850009053778495449194 1 -0.3960784313725490557445141 1 0.9831572335733230749710287 -0.4823529411764705399079389 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.03967869191597198780252498 -1 -0.9996088744398761161136235 -1 -1 -0.9921568627450980670801073 -0.678431372549019640061374" Chromosome2="0.9577564686122868042872369 0.2017853560103213816923073 1 0.9928974534602875712252512 1 1 -0.3568627450980391691004456 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.03967869191597198780252498 -1 -0.9996088744398761161136235 -0.9681228703395886592275588 -1 -0.9921568627450980670801073 -0.678431372549019640061374" Chromosome2="0.9577564686122868042872369 0.2017853560103213816923073 1 0.9928974534602875712252512 0.9846607279709794768862707 1 -0.3568627450980391691004456 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.03967869191597198780252498 -1 -1 -0.9681228703395886592275588 -1 -0.9921568627450980670801073 -0.678431372549019640061374" Chromosome2="0.9577564686122868042872369 0.2017853560103213816923073 1 1 0.9846607279709794768862707 1 -0.3568627450980391691004456 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0787860274095746326850076 -1 -0.8823529411764705621123994 -0.985681676455302024919547 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="0.9577564686122868042872369 0.2095850009053778495449194 1 -0.3960784313725490557445141 1 0.9831572335733230749710287 -0.4823529411764705399079389 -0.4901960784313725838501341" Performance="30.52725954979147360290881 0.3996000000000000107469589 0.5051999999999999824140673 0.5051999999999999824140673 0.3996000000000000107469589 0.991991991991991950428087 0 0.3996000000000000107469589 30.77369555019342328705534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.960847524971431221629814 -0.9450980392156862475161461 -1 -0.6624612654594578264877214" Chromosome2="1 1 1 1 -0.5950265927025923939908125 -0.4588235294117647411482608 1 -0.4763994967467967689422892" Performance="29.83772010533642315976977 0.4032000000000000028421709 0.5051999999999999824140673 0.5051999999999999824140673 0.4032000000000000028421709 0.9831349206349205838151306 0 0.4032000000000000028421709 30.34956797798094285667503 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.960847524971431221629814 -0.9450980392156862475161461 -1 -0.6624612654594578264877214" Chromosome2="0.9994051412517286347991785 1 1 1 -0.5950265927025923939908125 -0.4588235294117647411482608 1 -0.4763994967467967689422892" Performance="29.83772010533642315976977 0.4032000000000000028421709 0.5051999999999999824140673 0.5051999999999999824140673 0.4032000000000000028421709 0.9831349206349205838151306 0 0.4032000000000000028421709 30.34956797798094285667503 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -0.07513377319510072815944568 -1 -0.8901960784313724950322921 -0.9645106843151014519577302 -0.8906441508749731728045163 -1 -0.678431372549019640061374" Chromosome2="0.2862745098039216617991087 0.3937862961315641285864331 1 -0.3960784313725490557445141 -0.564092046396128754537358 -0.4706949870826469539686343 1 -0.4901960784313725838501341" Performance="29.38720680419179132059071 0.4056000000000000160760294 0.5051999999999999824140673 0.5051999999999999824140673 0.4056000000000000160760294 0.977317554240631158890551 0 0.4056000000000000160760294 30.06925095807313397244798 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="0.02000000000000000041633363">
<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="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.307062643495066289744955 -1 -0.9719031679670553369732033 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 3.168862255282551831925275" Chromosome2="1 -5.364021712632115246321973 1 0.9811543976837718838979185 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -2.289262511552319523389087" Performance="34.98726061499689166112148 0.5080000000000000071054274 0.509199999999999985966781 0.490800000000000014033219 0.5080000000000000071054274 1 0 0.5080000000000000071054274 34.98726061499689166112148 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3317432419889989603234426 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="0.04437320172859754441319069 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7724849021993577258271557 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5315993948930910484307333 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9087008724992091668326566 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="1 0.8690692226474101556021878 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8793832943109529676206648 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9056678937215890679013341 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -1 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -0.9251000170595944371854102 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 0.9278315979056059870089257 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7724849021993577258271557 -0.9566778765902632652995408 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5315993948930910484307333 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7242669532832060053095802 -1 -0.6392156862745097534173055" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5152220767878350482504857 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.913832894566914299971927 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7724849021993577258271557 -0.9566778765902632652995408 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5315993948930910484307333 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.980702778634925720346871 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3317432419889989603234426 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.7720897621880559169582625 -1 -1 -0.6392156862745097534173055" Chromosome2="0.04437320172859754441319069 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6198075696227012265637768 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9552018334716558811692266 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9469248548288036193554262 -1 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7242669532832060053095802 -1 -0.6392156862745097534173055" Chromosome2="0.9664631265870951004615108 1 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5152220767878350482504857 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.980702778634925720346871 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9903111880911248388059676 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.980702778634925720346871 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="0.9465401343602155570522427 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9087008724992091668326566 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.9447237776014311139149981 -0.6392156862745097534173055" Chromosome2="1 0.8690692226474101556021878 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9631689930955569245440984 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -1 -1 -0.6392156862745097534173055" Chromosome2="1 0.9900356632346908325459367 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9790765224024653434753418 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="1 0.948722568340599536895752 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9426036127842962741851807 -0.9087008724992091668326566 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.9447237776014311139149981 -0.6392156862745097534173055" Chromosome2="0.9580441975267603993415833 0.8690692226474101556021878 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3317432419889989603234426 -0.9804898601141758263111115 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="0.04437320172859754441319069 0.9561424826970323920249939 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -1 -0.9977988697150174113303933 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9426036127842962741851807 -0.9087008724992091668326566 -0.9660180756712660743446008 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.9447237776014311139149981 -0.6392156862745097534173055" Chromosome2="0.9580441975267603993415833 0.8690692226474101556021878 0.9579695858718717538238252 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9998940632811614825925517 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8793832943109529676206648 -0.6392156862745097534173055" Chromosome2="0.9463753250560590357665092 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9056678937215890679013341 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3317432419889989603234426 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="0.04437320172859754441319069 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9615911560632833809947329 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="0.978547770618682810628286 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5999999999999999777955395 1 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -0.9251000170595944371854102 -0.6392156862745097534173055" Chromosome2="1 0.998136369858023675405434 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 0.9278315979056059870089257 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.975135507669461776281139 -0.9552018334716558811692266 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.676858478815488662228006 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5848591360719279652613523 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8793832943109529676206648 -0.6392156862745097534173055" Chromosome2="1 0.9620482860288271931281656 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9056678937215890679013341 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9902335767013331624397665 -1 0.466666666666666563045851 -0.7647058823529411242247988 -1 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="0.9734666726629560562500387 1 0.5294117647058822484495977 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -1 -1 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7242669532832060053095802 -1 -0.6392156862745097534173055" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5152220767878350482504857 0.9925450575629285454581918 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8483481198914495369223232 -0.6392156862745097534173055" Chromosome2="1 1 1 1 -0.6627450980392156631992862 -0.5999999999999999777955395 -0.7839004209228590536184811 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9819416856178297958734902 -0.9631689930955569245440984 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -1 -1 -0.6392156862745097534173055" Chromosome2="0.9716436866885767020818321 0.9900356632346908325459367 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 1 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9680928969397567529497906 -1 -1 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8483481198914495369223232 -0.6392156862745097534173055" Chromosome2="0.998184454197493908900185 1 1 1 -0.6627450980392156631992862 -0.5999999999999999777955395 -0.7839004209228590536184811 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.9822871368717063234043962 -1" Chromosome2="1 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.975135507669461776281139 -0.9552018334716558811692266 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -0.9716110503987261948211085 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 0.9820646800492939254567659 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9959742334981759315226668 -1 0.466666666666666563045851 -0.9231735321622687173714894 -1 -0.6392156862745097534173055 -0.9251000170595944371854102 -0.6392156862745097534173055" Chromosome2="1 1 0.5294117647058822484495977 -0.5152580379625828488343586 1 -0.5999999999999999777955395 0.9278315979056059870089257 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.980702778634925720346871 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="0.9752162399864385822212398 1 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 0.9903111880911248388059676 1" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9087008724992091668326566 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -0.6392156862745097534173055" Chromosome2="0.9854210943634075237085312 0.8690692226474101556021878 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9680928969397567529497906 -0.9727811675111297518014908 -1 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8483481198914495369223232 -0.6392156862745097534173055" Chromosome2="0.998184454197493908900185 0.9869506811955943703651428 1 1 -0.6627450980392156631992862 -0.5999999999999999777955395 -0.7839004209228590536184811 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -1 -1" Chromosome2="0.978547770618682810628286 1 0.5294117647058822484495977 1 -0.6627450980392156631992862 -0.5999999999999999777955395 1 0.9947517671001454564461142" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7647058823529411242247988 -1 -0.6392156862745097534173055 -0.8221739576070331567692051 -0.6392156862745097534173055" Chromosome2="1 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 -0.8042676356244905511161392 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9869731907536717363527146 -1 -1 -0.7647058823529411242247988 -0.6941176470588235059011595 -0.7242669532832060053095802 -1 -0.6392156862745097534173055" Chromosome2="0.994368498262606204107783 1 1 -0.7411764705882353254651207 -0.6627450980392156631992862 -0.5152220767878350482504857 0.9925450575629285454581918 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9631689930955569245440984 0.466666666666666563045851 -0.7647058823529411242247988 -0.6941176470588235059011595 -1 -1 -0.6392156862745097534173055" Chromosome2="1 0.9900356632346908325459367 0.5294117647058822484495977 -0.7411764705882353254651207 -0.6627450980392156631992862 1 0.9821413126381406399900698 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.09165269935848152638158126 0.466666666666666563045851 -1 -1 -0.9294117647058823816763606 -0.9764705882352940902180194 -0.6392156862745097534173055" Chromosome2="1 0.2068328299159885863556241 0.5294117647058822484495977 1 1 -0.4901960784313725838501341 -0.4666666666666666740681535 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9680928969397567529497906 -0.9727811675111297518014908 -1 -1 -0.6941176470588235059011595 -0.6392156862745097534173055 -0.8483481198914495369223232 -0.6392156862745097534173055" Chromosome2="0.998184454197493908900185 0.9869506811955943703651428 0.9976657292678613453418279 1 -0.6627450980392156631992862 -0.5999999999999999777955395 -0.7839004209228590536184811 -0.4901960784313725838501341" Performance="31.60858569260182449056629 0.3851999999999999868549594 0.490800000000000014033219 0.490800000000000014033219 0.3851999999999999868549594 1 0 0.3851999999999999868549594 31.60858569260182449056629 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="0.02999999999999999888977698">
<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="103" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 1 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 1 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.9162087276139679881126199 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 0.9751837372998980457694529 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.915950690935316780283415 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 0.9032063611636036437602115 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8509803921568627194105261 -0.9843137254901961341602146 -1 -1 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4352941176470588313662802 -0.5843137254901960009334516 1 1 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -0.9967415670305490582592256" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 1 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 0.9572653099894523620605469" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -0.9967415670305490582592256" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 0.9492682365636373464923281 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 0.9572653099894523620605469" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 1 1 -0.5058823529411764496899195 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 1 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 0.9492392341128071953093581" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8509803921568627194105261 -0.9843137254901961341602146 -1 -1 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4352941176470588313662802 -0.5843137254901960009334516 1 0.9612823075925310822853476 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9764666138819085849931412 -1 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 0.9492682365636373464923281 -0.388235294117647011802319 -0.4494324444335079937751232 1 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.9593075191369280219078064 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 0.9835577062331140041351318 1 -0.5058823529411764496899195 -0.4666666666666666740681535 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8509803921568627194105261 -0.9843137254901961341602146 -1 -1 -0.9829546576007627267657085" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4352941176470588313662802 -0.5843137254901960009334516 1 1 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8509803921568627194105261 -0.9843137254901961341602146 -1 -1 -0.9664705308885979118116438" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4352941176470588313662802 -0.5843137254901960009334516 1 0.9612823075925310822853476 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -1 -0.9764705882352940902180194 -0.9967415670305490582592256" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 1 -0.4274509803921568984463875 1 -0.4666666666666666740681535 0.9572653099894523620605469" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.221136202777587331791409 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2981092894144817817547732 0.1985645800609799893621243 1 1 -0.5372549019607842923917929 -0.4509803921568626972060656 1 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8556718386589264868646865 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4588278309461351067710666 1 -0.5999999999999999777955395 0.9612823075925310822853476 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.221136202777587331791409 0.09688769271414651718110633 -1 -1 -0.9921568627450980670801073 -0.9529411764705881804360388 -1 -0.9932688718289136575734233" Chromosome2="0.2981092894144817817547732 0.1985645800609799893621243 1 1 -0.5372549019607842923917929 -0.4509803921568626972060656 1 0.9939336703221003377350939" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.915950690935316780283415 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9843137254901961341602146 -0.9792266130944092816790203" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 0.9032063611636036437602115 -0.388235294117647011802319 -0.4980392156862745167700268 -0.4666666666666666740681535 0.9737224074453115774119283" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -1 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -0.9820298241327206634210256" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 1 1 -0.5058823529411764496899195 -0.4666666666666666740681535 0.9926163754860559684800592" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.9977137176753130276551929 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -0.9820298241327206634210256" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 1 0.9958543003385149638972962 1 -0.5058823529411764496899195 -0.4666666666666666740681535 0.9926163754860559684800592" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.221136202777587331791409 0.09688769271414651718110633 -0.9853859218035606604146892 -1 -0.9921568627450980670801073 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2981092894144817817547732 0.1985645800609799893621243 1 1 -0.5372549019607842923917929 -0.4509803921568626972060656 1 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.09688769271414651718110633 -1 -0.8556718386589264868646865 -1 -0.6470588235294116863371983 -1 -0.9899487795406266554820718" Chromosome2="0.3176470588235293934786796 0.1985645800609799893621243 0.9511170170735567808151245 -0.4588278309461351067710666 1 -0.5999999999999999777955395 0.9612823075925310822853476 1" Performance="35.72114219898350739867965 0.4895999999999999796607142 0.4895999999999999796607142 0.5103999999999999648281346 0.4895999999999999796607142 1 0 0.4895999999999999796607142 35.72114219898350739867965 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.342763960402461265175589 -1 -1 2.241250505281683125247127 1.933584441606961634718687 -0.1924250867186355073990001 -1" Chromosome2="1 -5.450454018213707563234038 1 1 -1.531967536506145588504069 -1.457718438388188486598551 -0.1053473040056122356222801 1" Performance="35.67733943302958721233153 0.4884000000000000007993606 0.4895999999999999796607142 0.5103999999999999648281346 0.4884000000000000007993606 1 0 0.4884000000000000007993606 35.67733943302958721233153 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.8167861346493238139387927 -1" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 -0.7584040043788834450921854 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -1 -1 -0.767178630761571889173922 -0.6941176470588235059011595 -1 -1 -0.9722617048225025149221779" Chromosome2="-0.007460012336206744976152549 1 1 -0.7063929556911111573569428 -0.6392156862745097534173055 1 1 0.9713562903244320478890472" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.09625889977684665144153087 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -1" Chromosome2="0.3176470588235293934786796 0.2048582414505078774791258 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -0.972974989451467986434352 -1 -0.7666172966623789886142504 -0.6941176470588235059011595 -1 -0.9964671749263428468523784 -0.9722617048225025149221779" Chromosome2="-0.007460012336206744976152549 1 1 -0.722007383441812589097708 -0.6392156862745097534173055 1 1 0.9713562903244320478890472" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8287503682076930999755859 0.4554382558930298863231201 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -1" Chromosome2="0.9335235246335682468554751 0.7496053387100498621720135 0.535726654020083348228809 -0.7411764705882353254651207 -0.6392156862745097534173055 0.9536554431769905804117116 1 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -0.972974989451467986434352 -0.994652796131761163245244 -0.7666172966623789886142504 -0.6941176470588235059011595 -1 -0.9964671749263428468523784 -0.9722617048225025149221779" Chromosome2="-0.007460012336206744976152549 1 1 -0.722007383441812589097708 -0.6392156862745097534173055 1 1 0.9713562903244320478890472" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -1 -0.9873120615285047030340593 -0.767178630761571889173922 -0.6941176470588235059011595 -1 -1 -0.9722617048225025149221779" Chromosome2="-0.007460012336206744976152549 1 1 -0.7063929556911111573569428 -0.6392156862745097534173055 1 1 0.9713562903244320478890472" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6222690049165027215138934 -1 -1" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 -0.5912026185240294440248476 1 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.8173250399509809360765189 -1" Chromosome2="1 1 0.5529411764705882692538808 1 -0.6392156862745097534173055 -0.5999999999999999777955395 -0.8069671054599153459108152 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1329613398019151571105567 -1 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.0001590389320078565427163397 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 -0.5999999999999999777955395 1 1" Performance="31.32587340885464044504261 0.4092000000000000081712415 0.5103999999999999648281346 0.5103999999999999648281346 0.4092000000000000081712415 1 0 0.4092000000000000081712415 31.32587340885464044504261 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8287503682076930999755859 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -1" Chromosome2="1 0.7496053387100498621720135 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 1" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8287503682076930999755859 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -0.9858041831602653015664828 -1 -1" Chromosome2="1 0.7496053387100498621720135 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 0.9997267690797646544353938 1 1" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8287503682076930999755859 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9212416692783957916645932 -1" Chromosome2="1 0.7496053387100498621720135 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 0.910627471969315926969557 1" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8287503682076930999755859 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9212416692783957916645932 -0.9899634087028411633113478" Chromosome2="1 0.7496053387100498621720135 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 0.910627471969315926969557 0.9958474323010215734086614" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -1" Chromosome2="-0.007460012336206744976152549 1 1 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 1" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.466666666666666563045851 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6554530250284832382234868" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 -0.4453176183976841340239616" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -0.972974989451467986434352 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.9722617048225025149221779" Chromosome2="-0.007460012336206744976152549 1 1 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 0.9713562903244320478890472" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.09137523479796216818726862 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9824973842796852485648174 -1" Chromosome2="-0.007460012336206744976152549 1 1 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 1" Performance="31.2481213600447027545215 0.4096000000000000196287431 0.5103999999999999648281346 0.5103999999999999648281346 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 31.27866693322167535029621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.09688769271414651718110633 -1 -0.9162087276139679881126199 -0.9779873010206568961777407 -0.9137254901960784048142727 -1 -0.6313725490196078204974128" Chromosome2="0.9788845625156775698272327 0.1985645800609799893621243 0.9511170170735567808151245 0.9751837372998980457694529 -0.3858906007977272456521689 -0.4980392156862745167700268 1 -0.4901960784313725838501341" Performance="31.17238951922933054561327 0.4052000000000000046185278 0.5103999999999999648281346 0.5103999999999999648281346 0.4052000000000000046185278 1 0 0.4052000000000000046185278 31.17238951922933054561327 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 0.08383312435534823192639919 -1 -1 -1 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 0.2005276365904609670032244 1 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.17238951922933054561327 0.4052000000000000046185278 0.5103999999999999648281346 0.5103999999999999648281346 0.4052000000000000046185278 1 0 0.4052000000000000046185278 31.17238951922933054561327 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9133490249514579772949219 -1 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -1 -0.772549019607843168166994 -0.8894308379126919517076999 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 1 -0.7411764705882353254651207 0.9302635103878047484471381 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -1 -0.772549019607843168166994 -0.8894308379126919517076999 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 0.9180390331894159317016602 -0.7411764705882353254651207 0.9302635103878047484471381 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9133490249514579772949219 -1 -0.772549019607843168166994 -0.9956434420827362519190729 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9133490249514579772949219 -1 -0.772549019607843168166994 -0.9956434420827362519190729 -0.6470588235294116863371983 -1 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9851887186190911860350639 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -1 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.8292811661520425037252835 -0.6313725490196078204974128" Chromosome2="-0.01176470588235289937983907 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 -0.7665794815823189223280565 -0.4901960784313725838501341" Performance="31.09425566036937382818905 0.4056000000000000160760294 0.5103999999999999648281346 0.5103999999999999648281346 0.4056000000000000160760294 0.999013806706114393385576 0 0.4056000000000000160760294 31.12495087819797134898181 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="0.02999999999999999888977698">
<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="r" Prediction="0" Chromosome1="-1 -3.509941226109178469272365 -1 -1 2.136099138877955994075819 1.903720700266150478441318 -0.1619522571784201281364091 -1" Chromosome2="-0.7831015507045278045694658 -5.531478651602959928368364 1 1 -1.50251110751539496135365 -1.452422262107739614478419 -0.1211619382049821253000133 1" Performance="35.77637682379572936497425 0.487200000000000021938007 0.4875999999999999778843573 0.5123999999999999666044914 0.487200000000000021938007 1 0 0.487200000000000021938007 35.77637682379572936497425 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.509941226109178469272365 -1 -0.8218290306968626390826671 -0.9843137254901961341602146 0.03772490573146725090225573 -0.1619522571784201281364091 3.561563306316274157836688" Chromosome2="-1 -5.531478651602959928368364 1 -0.4343101089077642806834945 -0.5999999999999999777955395 0.3105412303155563602530265 -0.1211619382049821253000133 -2.505447684288762300042208" Performance="35.71758240966402553340231 0.4855999999999999761080005 0.4875999999999999778843573 0.5123999999999999666044914 0.4855999999999999761080005 1 0 0.4855999999999999761080005 35.71758240966402553340231 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2215190773289182624150584 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -0.9872875835571903735399246 -0.855278885298128122016692" Chromosome2="-0.00869394937790957111900525 0.1991514896773094456250419 0.5965498397416364451117943 0.9802830345545183732269834 -0.6156862745098039546576274 1 1 -0.3644462655944194495738486" Performance="34.91418050019218810575694 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 1 0 0.5123999999999999666044914 34.91418050019218810575694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2215190773289182624150584 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -1 -0.855278885298128122016692" Chromosome2="-0.00869394937790957111900525 0.1991514896773094456250419 0.5965498397416364451117943 0.9802830345545183732269834 -0.6156862745098039546576274 1 1 -0.3644462655944194495738486" Performance="34.91418050019218810575694 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 1 0 0.5123999999999999666044914 34.91418050019218810575694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2247781457682075101356389 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -1 -0.855278885298128122016692" Chromosome2="0.008023755633238358053738182 0.1991514896773094456250419 0.5965498397416364451117943 1 -0.6156862745098039546576274 1 1 -0.3644462655944194495738486" Performance="34.91418050019218810575694 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 1 0 0.5123999999999999666044914 34.91418050019218810575694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2215190773289182624150584 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -0.9960469852999916939850777 -0.9872875835571903735399246 -0.855278885298128122016692" Chromosome2="-0.00869394937790957111900525 0.1991514896773094456250419 0.5965498397416364451117943 0.9802830345545183732269834 -0.6156862745098039546576274 1 1 -0.3644462655944194495738486" Performance="34.91418050019218810575694 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 0.5123999999999999666044914 1 0 0.5123999999999999666044914 34.91418050019218810575694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3219272277820926508873356 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -1 -1 -0.9960508953779936280881202 -1" Chromosome2="0.139014888308822387452679 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 0.9659370523796957375139982 0.9847079452182001535476275" Performance="32.63259138663141101233123 0.5260000000000000230926389 0.5123999999999999666044914 0.5123999999999999666044914 0.5260000000000000230926389 0.9741444866920152545475275 0 0.5260000000000000230926389 33.49871793397369401645847 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.322624945152374886792046 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -1 -1 -1 -1" Chromosome2="0.1462782134175141801613051 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 0.9799540709520195846948809 1" Performance="32.5678965811265186403034 0.5263999999999999790389893 0.5123999999999999666044914 0.5123999999999999666044914 0.5263999999999999790389893 0.9734042553191489810515691 0 0.5263999999999999790389893 33.45772982104800519209675 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3429260078869780792309996 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -1 -1 -1 -1" Chromosome2="0.1533360865561902153242357 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 1 0.9847079452182001535476275" Performance="32.4389062788467512632451 0.5272000000000000019539925 0.5123999999999999666044914 0.5123999999999999666044914 0.5272000000000000019539925 0.9719271623672230964174901 0 0.5272000000000000019539925 33.3758614172677710030257 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3429260078869780792309996 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -1 -0.9997958313509985872613584 -1 -1" Chromosome2="0.1533360865561902153242357 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 1 0.9847079452182001535476275" Performance="32.4389062788467512632451 0.5272000000000000019539925 0.5123999999999999666044914 0.5123999999999999666044914 0.5272000000000000019539925 0.9719271623672230964174901 0 0.5272000000000000019539925 33.3758614172677710030257 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -0.9908464125063968230833211 -0.9852834078616329316346878 -1 -1" Chromosome2="0.1608518070314361447792351 0.3006381632154371263965231 1 -0.4745098039215686069880462 0.9806693858699873089790344 1 1 1" Performance="32.4389062788467512632451 0.5272000000000000019539925 0.5123999999999999666044914 0.5123999999999999666044914 0.5272000000000000019539925 0.9719271623672230964174901 0 0.5272000000000000019539925 33.3758614172677710030257 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -1 -1 -1 -1" Chromosome2="0.1608518070314361447792351 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 1 1" Performance="32.31044595723696488676069 0.5280000000000000248689958 0.5123999999999999666044914 0.5123999999999999666044914 0.5280000000000000248689958 0.9704545454545454585826292 0 0.5280000000000000248689958 33.29413634937766630628175 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -0.9995294284286364572267303 -1 -1 -1" Chromosome2="0.1608518070314361447792351 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 1 1" Performance="32.31044595723696488676069 0.5280000000000000248689958 0.5123999999999999666044914 0.5123999999999999666044914 0.5280000000000000248689958 0.9704545454545454585826292 0 0.5280000000000000248689958 33.29413634937766630628175 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -0.9995294284286364572267303 -1 -1 -1" Chromosome2="0.1608518070314361447792351 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 0.9997444356411275823148799 1" Performance="32.31044595723696488676069 0.5280000000000000248689958 0.5123999999999999666044914 0.5123999999999999666044914 0.5280000000000000248689958 0.9704545454545454585826292 0 0.5280000000000000248689958 33.29413634937766630628175 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 0.001497244102188002856657079 -0.8715901544007162993210613 -0.8039215686274510108688673 -0.9995294284286364572267303 -0.9852834078616329316346878 -1 -1" Chromosome2="0.1608518070314361447792351 0.3006381632154371263965231 1 -0.4745098039215686069880462 1 1 1 0.9846585166205962247332195" Performance="32.31044595723696488676069 0.5280000000000000248689958 0.5123999999999999666044914 0.5123999999999999666044914 0.5280000000000000248689958 0.9704545454545454585826292 0 0.5280000000000000248689958 33.29413634937766630628175 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -1 -0.855278885298128122016692" Chromosome2="-0.01176470588235289937983907 0.1991514896773094456250419 0.5965498397416364451117943 1 -0.6156862745098039546576274 0.9610371140601194905883631 1 -0.3644462655944194495738486" Performance="31.50427154661824857839747 0.4172000000000000152766688 0.5123999999999999666044914 0.5123999999999999666044914 0.4172000000000000152766688 1 0 0.4172000000000000152766688 31.50427154661824857839747 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -1 -0.855278885298128122016692" Chromosome2="-0.01176470588235289937983907 0.1991514896773094456250419 0.5965498397416364451117943 1 -0.6156862745098039546576274 0.9610371140601194905883631 0.9890418296480285587080061 -0.3644462655944194495738486" Performance="31.50427154661824857839747 0.4172000000000000152766688 0.5123999999999999666044914 0.5123999999999999666044914 0.4172000000000000152766688 1 0 0.4172000000000000152766688 31.50427154661824857839747 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.08719901162948384687467751 0.4090434251726196013265735 -1 -0.6941176470588235059011595 -1 -0.9872875835571903735399246 -0.855278885298128122016692" Chromosome2="-0.01176470588235289937983907 0.1991514896773094456250419 0.5965498397416364451117943 1 -0.6156862745098039546576274 1 1 -0.3644462655944194495738486" Performance="31.50427154661824857839747 0.4172000000000000152766688 0.5123999999999999666044914 0.5123999999999999666044914 0.4172000000000000152766688 1 0 0.4172000000000000152766688 31.50427154661824857839747 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2173932067578435989307906 -1 0.4722189057039640203150554 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.9636438825271196328969836 -0.7460239081826134377450899" Chromosome2="0.01008140936812618182472079 1 0.5403498402042357096064507 1 -0.6156862745098039546576274 -0.5999999999999999777955395 1 -0.480157793851970993159739" Performance="31.39837453590978100237407 0.4143999999999999905853088 0.5123999999999999666044914 0.5123999999999999666044914 0.4143999999999999905853088 1 0 0.4143999999999999905853088 31.39837453590978100237407 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2772480333547022723905684 -1 0.4683754857737927879135498 -0.772549019607843168166994 -0.9354354699740820011655273 -0.6470588235294116863371983 -1 -0.6570539388615711517971363" Chromosome2="0.006914443279957924182177464 1 0.542604683839364332342825 -0.7411764705882353254651207 0.9355808128467996143129426 -0.5999999999999999777955395 1 -0.4447469975784712481470251" Performance="31.39837453590978100237407 0.4143999999999999905853088 0.5123999999999999666044914 0.5123999999999999666044914 0.4143999999999999905853088 1 0 0.4143999999999999905853088 31.39837453590978100237407 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2173932067578435989307906 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.7460239081826134377450899" Chromosome2="0.01008140936812618182472079 1 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 -0.480157793851970993159739" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1068183704221770391473711 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="1 0.21775404210139182037409 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2155524643682567575986297 -0.4671877470817051847262746 -1 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.008879355427355892227403444 0.4889455362643096991703828 1 1 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9310356875738272641740423 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2455040727468097982999495 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -1 -1 -0.6897226307258083055629072" Chromosome2="0.02941124787176749993955482 1 0.5529411764705882692538808 1 -0.6156862745098039546576274 1 1 -0.49372121023799414585298" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1068183704221770391473711 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.9758433423108524573663658 -1" Chromosome2="1 0.21775404210139182037409 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9585484643363290091500062 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2155524643682567575986297 -0.4671877470817051847262746 -0.9960680398297436788368486 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.008879355427355892227403444 0.4889455362643096991703828 0.9619171336451743936635239 1 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9310356875738272641740423 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2455040727468097982999495 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -1 -1 -0.6897226307258083055629072" Chromosome2="0.02941124787176749993955482 1 0.5529411764705882692538808 0.9918736463785171597606904 -0.6156862745098039546576274 1 1 -0.49372121023799414585298" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2173932067578435989307906 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.9636438825271196328969836 -0.7460239081826134377450899" Chromosome2="0.01008140936812618182472079 1 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 -0.480157793851970993159739" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2155524643682567575986297 -0.4671877470817051847262746 -1 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.970186681647239090864332" Chromosome2="0.008879355427355892227403444 0.4889455362643096991703828 1 1 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9310356875738272641740423 0.9893536742070111467128868" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2340414423842494540117798 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.002119056489683877886331942 1 0.5529411764705882692538808 1 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2155524643682567575986297 -0.4671877470817051847262746 -0.9960680398297436788368486 -0.988127030225263713880679 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.008879355427355892227403444 0.4889455362643096991703828 0.9619171336451743936635239 1 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9310356875738272641740423 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2340414423842494540117798 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.002119056489683877886331942 1 0.5529411764705882692538808 0.9795287971695264550575644 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2371861650334561588682192 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.008182853325740653549491554 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2371861650334561588682192 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.9900388459675013574923241 -1" Chromosome2="-0.008182853325740653549491554 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9943985016783699615317005 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.469698317358952788236337 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -1" Chromosome2="1 1 0.5443517615909085893832753 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.08670671073098978887117028 1 1" Performance="31.32116563384001750591779 0.4148000000000000020428104 0.5123999999999999666044914 0.5123999999999999666044914 0.4148000000000000020428104 0.9990356798457087350584516 0 0.4148000000000000020428104 31.35139841920086922755218 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3619086358289257954190532 -0.01795291989293024137452903 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.08737043921916594346743778 0.3227728267930740635449638 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 -0.01499625130739137834900987 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.9779243913168708113303751 -1" Chromosome2="0.1608518070314361447792351 0.2679310202770227578028539 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6731804856680939641577766" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6156862745098039546576274 1 1 -0.4806143935435876479722594" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9937812437769025786238331 -1" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.08670671073098978887117028 1 1" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2194505681837695953984024 -0.9704987434247001054643533 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.1898994498807036190868303 1 0.5529411764705882692538808 1 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9937812437769025786238331 -0.9879759043168563348302769" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.08670671073098978887117028 1 1" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6842379958387099225802785" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 1 1 -0.5069465807109486688020183" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.6801682756869924517673098" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 -0.5087892617910420023363827" Performance="31.24415795844306487083486 0.415200000000000013500312 0.5123999999999999666044914 0.5123999999999999666044914 0.415200000000000013500312 0.9980732177263968996072663 0 0.415200000000000013500312 31.30447486569874726569651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 -0.04012511122843946675953219 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.9410789667939146729835898" Chromosome2="0.1608518070314361447792351 0.2924571637484227326631014 1 -0.7411764705882353254651207 -0.6156862745098039546576274 1 1 0.9163783283697234383069485" Performance="31.0907434915502172145807 0.415999999999999980904164 0.5123999999999999666044914 0.5123999999999999666044914 0.415999999999999980904164 0.9961538461538461675104372 0 0.415999999999999980904164 31.2107849722125720859367 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 -0.003368383998095764858549117 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.9410789667939146729835898" Chromosome2="0.1608518070314361447792351 0.3065498569887369906261654 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 0.9163783283697234383069485" Performance="31.0907434915502172145807 0.415999999999999980904164 0.5123999999999999666044914 0.5123999999999999666044914 0.415999999999999980904164 0.9961538461538461675104372 0 0.415999999999999980904164 31.2107849722125720859367 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3213384570058236966438869 -0.003368383998095764858549117 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.9410789667939146729835898" Chromosome2="0.1608518070314361447792351 0.3065498569887369906261654 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 0.9884082716372277754857123 0.9163783283697234383069485" Performance="31.0907434915502172145807 0.415999999999999980904164 0.5123999999999999666044914 0.5123999999999999666044914 0.415999999999999980904164 0.9961538461538461675104372 0 0.415999999999999980904164 31.2107849722125720859367 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -0.9991048886822383456873808 -1" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6156862745098039546576274 -0.5999999999999999777955395 1 1" Performance="30.71068018041435365717007 0.4179999999999999826805208 0.5123999999999999666044914 0.5123999999999999666044914 0.4179999999999999826805208 0.9913875598086124840691014 0 0.4179999999999999826805208 30.97747180360327945436438 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1.418461014917779872135384 -3.509941226109178469272365 -0.8986019960915049287208944 -1 -1 -0.9957395106967952269627631 -0.009509449381077589302790898 3.561563306316274157836688" Chromosome2="-5.50349191070812171489024 -5.531478651602959928368364 0.9784209992115695531111896 1 1 0.9524776093247864228175104 0.1687651867721297049840246 -2.505447684288762300042208" Performance="30.88983840179365003564271 0.3632000000000000228261854 0.4875999999999999778843573 0.5123999999999999666044914 0.3632000000000000228261854 1 0 0.3632000000000000228261854 30.88983840179365003564271 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -3.090114555414917418829646 -1 -1 -0.8246414213934365466940335 -1" Chromosome2="1 1 1 2.400028016211768200349752 1 1 -0.7911534308449157393283713 1" Performance="28.04489274440248536279796 0.4328000000000000180300219 0.5123999999999999666044914 0.5123999999999999666044914 0.4328000000000000180300219 0.957486136783733843280686 0 0.4328000000000000180300219 29.29012929482962235283594 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -3.090114555414917418829646 -0.9784760900414907203170856 -1 -0.8246414213934365466940335 -1" Chromosome2="1 1 1 2.400028016211768200349752 1 1 -0.7911534308449157393283713 1" Performance="28.04489274440248536279796 0.4328000000000000180300219 0.5123999999999999666044914 0.5123999999999999666044914 0.4328000000000000180300219 0.957486136783733843280686 0 0.4328000000000000180300219 29.29012929482962235283594 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="0.04000000000000000083266727">
<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="99" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.434137888515214953599752 -2.911673521879003967427479 -3.015556316830121375005547 -1 -0.9690971401416592634348035 -0.9921568627450980670801073 3.237671127900555667622484" Chromosome2="1 -5.545522280893865563200507 -2.066662162945348768516851 2.334877352281325979532767 1 0.9897140780877735632969916 -0.3725490196078431459625335 -2.33256101170031904246116" Performance="35.3405122660795001365841 0.4955999999999999849897847 0.4979999999999999982236432 0.5020000000000000017763568 0.4955999999999999849897847 1 0 0.4955999999999999849897847 35.3405122660795001365841 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9370147971929434493887356 -1 -0.90588235294117647189438 -0.8362622876978728081454051 -0.9476378469062702869507575" Chromosome2="1 1 0.9549969190791729456435633 -0.6908316482963295923624969 -0.6140678029146936500737297 -0.5058823529411764496899195 -0.3933567221662737090071005 0.9454033956996031884401077" Performance="34.73635642711142423877391 0.478800000000000003375078 0.4979999999999999982236432 0.5020000000000000017763568 0.478800000000000003375078 1 0 0.478800000000000003375078 34.73635642711142423877391 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9816167860602339478859335 -1 -0.91524180145016920118195 -1 -0.8695205838426447453315404 -0.8451664542175146843661082 -0.9476378469062702869507575" Chromosome2="1 1 1 -0.697732284385732204334829 -0.6140678029146936500737297 -0.4784677662077210791302662 -0.3967652955501760336787243 0.9454033956996031884401077" Performance="34.66373172624025755794719 0.4768000000000000015987212 0.4979999999999999982236432 0.5020000000000000017763568 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.66373172624025755794719 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9816167860602339478859335 -1 -0.9370147971929434493887356 -1 -0.90588235294117647189438 -0.8451664542175146843661082 -0.9476378469062702869507575" Chromosome2="1 1 0.9549969190791729456435633 -0.6908316482963295923624969 -0.6140678029146936500737297 -0.5058823529411764496899195 -0.3967652955501760336787243 0.9454033956996031884401077" Performance="34.59095454806335823150221 0.4747999999999999998223643 0.4979999999999999982236432 0.5020000000000000017763568 0.4747999999999999998223643 1 0 0.4747999999999999998223643 34.59095454806335823150221 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.975703597219811924468047 -1 -0.8857944601025163899876702 -0.9987119419477236137439036 -0.8367217155462279842836892 -0.9077529678730077433712609 -1" Chromosome2="1 0.950688421575201503266328 1 -0.7422502277910900669866123 -0.6330415106535435265655565 -0.5099167774804932440346761 -0.3696188059295225092348858 1" Performance="34.50341930555723735096763 0.4723999999999999865885059 0.4979999999999999982236432 0.5020000000000000017763568 0.4723999999999999865885059 1 0 0.4723999999999999865885059 34.50341930555723735096763 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.975703597219811924468047 -1 -0.8857944601025163899876702 -1 -0.8225961304439189936132948 -0.9216738432764496335991566 -1" Chromosome2="0.2784313725490195068346111 0.950688421575201503266328 1 -0.7422502277910900669866123 -0.6140678029146936500737297 -0.4957662824126813361225175 -0.3695021154852036193716458 1" Performance="34.47419149912108338185135 0.4716000000000000191846539 0.4979999999999999982236432 0.5020000000000000017763568 0.4716000000000000191846539 1 0 0.4716000000000000191846539 34.47419149912108338185135 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9841846244326278858594037 -1 -1 -0.9388655769200447975819657 -0.9737508125804565928262946 -0.90588235294117647189438 -0.8660179608556858310564053 -0.9476378469062702869507575" Chromosome2="0.9951808720326690282931281 0.9841836726871030505137128 0.9549969190791729456435633 -0.7148001969433246394203252 -0.6335972533729415934189433 -0.5058823529411764496899195 -0.3631342474250634499988166 0.9454033956996031884401077" Performance="34.40101334082328321528621 0.469600000000000017408297 0.4979999999999999982236432 0.5020000000000000017763568 0.469600000000000017408297 1 0 0.469600000000000017408297 34.40101334082328321528621 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9611762804644448099367082 -1 -1 -0.9063660555955527220461931 -0.9921568627450980670801073 -0.8833331136959822194043568 -0.9143468230670573904106391 -0.995712830622990874296363" Chromosome2="1 1 0.9009256558982949858460643 -0.7436205013342700453904399 -0.5843137254901960009334516 -0.5397989196914558807094409 -0.3361729092157846321420323 0.9988883151983221075909114" Performance="34.1805388627474897589309 0.4636000000000000120792265 0.4979999999999999982236432 0.5020000000000000017763568 0.4636000000000000120792265 1 0 0.4636000000000000120792265 34.1805388627474897589309 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9370147971929434493887356 -1 -0.7697371470480383059964424 -0.915179878724634687792161 -1" Chromosome2="0.9746524640484839352438939 1 1 -0.6908316482963295923624969 -0.6140678029146936500737297 -0.5818792100898046992796253 -0.3765593801985079869254491 1" Performance="34.1805388627474897589309 0.4636000000000000120792265 0.4979999999999999982236432 0.5020000000000000017763568 0.4636000000000000120792265 1 0 0.4636000000000000120792265 34.1805388627474897589309 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.998926417722579951252726 -0.9881086323777554802916256 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -0.8828867397736586131173908 -1" Chromosome2="0.9891804083957370652413488 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6140678029146936500737297 -0.5058823529411764496899195 -0.4029894975259061817851602 1" Performance="34.16578997797763861399289 0.4632000000000000006217249 0.4979999999999999982236432 0.5020000000000000017763568 0.4632000000000000006217249 1 0 0.4632000000000000006217249 34.16578997797763861399289 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9370147971929434493887356 -1 -0.7860029530449927914759201 -0.915179878724634687792161 -1" Chromosome2="1 1 1 -0.6908316482963295923624969 -0.6140678029146936500737297 -0.5723934799541983142745494 -0.3765593801985079869254491 1" Performance="34.0475688969295546826288 0.4600000000000000199840144 0.4979999999999999982236432 0.5020000000000000017763568 0.4600000000000000199840144 1 0 0.4600000000000000199840144 34.0475688969295546826288 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9370147971929434493887356 -1 -0.7860029530449927914759201 -0.915179878724634687792161 -1" Chromosome2="0.9746524640484839352438939 1 1 -0.6908316482963295923624969 -0.6140678029146936500737297 -0.5723934799541983142745494 -0.3765593801985079869254491 0.9992967198292413977256388" Performance="34.0475688969295546826288 0.4600000000000000199840144 0.4979999999999999982236432 0.5020000000000000017763568 0.4600000000000000199840144 1 0 0.4600000000000000199840144 34.0475688969295546826288 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -0.8957758096868021491232525 -1" Chromosome2="1 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6308574799678384747991799 -0.5058823529411764496899195 -0.3910240256933013025530954 1" Performance="34.0475688969295546826288 0.4600000000000000199840144 0.4979999999999999982236432 0.5020000000000000017763568 0.4600000000000000199840144 1 0 0.4600000000000000199840144 34.0475688969295546826288 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -0.8957758096868021491232525 -1" Chromosome2="0.9995438639201562613934016 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6308574799678384747991799 -0.5058823529411764496899195 -0.3910240256933013025530954 1" Performance="34.0475688969295546826288 0.4600000000000000199840144 0.4979999999999999982236432 0.5020000000000000017763568 0.4600000000000000199840144 1 0 0.4600000000000000199840144 34.0475688969295546826288 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9881086323777554802916256 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -0.8957758096868021491232525 -1" Chromosome2="1 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6140678029146936500737297 -0.5058823529411764496899195 -0.3910240256933013025530954 1" Performance="34.03276238659815788878404 0.4596000000000000085265128 0.4979999999999999982236432 0.5020000000000000017763568 0.4596000000000000085265128 1 0 0.4596000000000000085265128 34.03276238659815788878404 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.941307100401382657040017 -0.9963214820908272706390107 -0.8854467030188519771627398 -0.9133497250103509434993043 -0.9997633646375366778258353" Chromosome2="0.9783007584225672514932626 0.980430112746746629248662 1 -0.7283684016714635500733266 -0.6190863077113529788775281 -0.4708494046535586230461945 -0.3611806345513668969893217 0.9379259446369749841920793" Performance="34.00313002365550829608765 0.4587999999999999856115096 0.4979999999999999982236432 0.5020000000000000017763568 0.4587999999999999856115096 1 0 0.4587999999999999856115096 34.00313002365550829608765 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.92609523983391051071834 -1 -0.7926809350382353347441722 -0.9216738432764496335991566 -1" Chromosome2="1 1 1 -0.7243574686556327746345119 -0.6140678029146936500737297 -0.5274211551193062064157857 -0.3695021154852036193716458 0.9618567726016045149606271" Performance="33.98830415418087369516797 0.458399999999999974154008 0.4979999999999999982236432 0.5020000000000000017763568 0.458399999999999974154008 1 0 0.458399999999999974154008 33.98830415418087369516797 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9770252722781151977216041 -1 -1 -0.9683391776308770682035743 -0.9645451288058889405263585 -1 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9549969190791729456435633 -0.7096034953153617097498795 -0.6085034146520783560063705 1 -0.4509803921568626972060656 0.9823182984814047280508476" Performance="32.64184369546789810101473 0.4228000000000000091482377 0.4979999999999999982236432 0.5020000000000000017763568 0.4228000000000000091482377 1 0 0.4228000000000000091482377 32.64184369546789810101473 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.975703597219811924468047 -1 -0.8857944601025163899876702 -0.9987119419477236137439036 -0.9843137254901961341602146 -1 -1" Chromosome2="1 0.950688421575201503266328 1 -0.7422502277910900669866123 -0.6330415106535435265655565 -0.3254901960784313263985723 1 1" Performance="32.4870687898156944584116 0.418800000000000005595524 0.4979999999999999982236432 0.5020000000000000017763568 0.418800000000000005595524 1 0 0.418800000000000005595524 32.4870687898156944584116 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.7282594396641440814832436 -1 -0.9643700351758349720299179 -0.6627450980392156631992862" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.600451691716519797559215 1 0.9480883772334744996612699 -0.4901960784313725838501341" Performance="31.98100781022650451745903 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 1 0 0.4123999999999999888089519 31.98100781022650451745903 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.7282594396641440814832436 -0.9782848274335265159606934 -0.9643700351758349720299179 -0.6627450980392156631992862" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.600451691716519797559215 1 0.9480883772334744996612699 -0.4901960784313725838501341" Performance="31.98100781022650451745903 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 1 0 0.4123999999999999888089519 31.98100781022650451745903 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9951602623838445849102641 -1 -1 -0.772549019607843168166994 -0.7282594396641440814832436 -1 -0.9643700351758349720299179 -0.6627450980392156631992862" Chromosome2="0.9817919787829336719653384 1 1 -0.7411764705882353254651207 -0.600451691716519797559215 1 0.9480883772334744996612699 -0.4901960784313725838501341" Performance="31.98100781022650451745903 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 1 0 0.4123999999999999888089519 31.98100781022650451745903 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9805798633556280785583681 -0.772549019607843168166994 -0.7282594396641440814832436 -0.9782848274335265159606934 -0.9643700351758349720299179 -0.6627450980392156631992862" Chromosome2="1 1 0.9906557589237179328733873 -0.7411764705882353254651207 -0.600451691716519797559215 1 0.9480883772334744996612699 -0.4901960784313725838501341" Performance="31.98100781022650451745903 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 1 0 0.4123999999999999888089519 31.98100781022650451745903 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9811398032260068013954424 -1 -0.9805798633556280785583681 -0.772549019607843168166994 -0.7282594396641440814832436 -0.9782848274335265159606934 -0.9643700351758349720299179 -0.6627450980392156631992862" Chromosome2="0.9872048652156236725474514 1 0.9906557589237179328733873 -0.7411764705882353254651207 -0.600451691716519797559215 1 0.9480883772334744996612699 -0.4901960784313725838501341" Performance="31.98100781022650451745903 0.4123999999999999888089519 0.5020000000000000017763568 0.5020000000000000017763568 0.4123999999999999888089519 1 0 0.4123999999999999888089519 31.98100781022650451745903 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9770252722781151977216041 -1 -1 -0.9370147971929434493887356 -0.9843137254901961341602146 -1 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9549969190791729456435633 -0.6908316482963295923624969 -0.6078431372549020217377347 1 -0.4509803921568626972060656 1" Performance="31.81295737632878939393777 0.4016000000000000125233157 0.4979999999999999982236432 0.5020000000000000017763568 0.4016000000000000125233157 1 0 0.4016000000000000125233157 31.81295737632878939393777 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -1 -1" Chromosome2="0.9995438639201562613934016 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6209058541273604348020854 -0.5058823529411764496899195 1 1" Performance="30.92931441140975934445123 0.3795999999999999929833905 0.4979999999999999982236432 0.5020000000000000017763568 0.3795999999999999929833905 1 0 0.3795999999999999929833905 30.92931441140975934445123 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9944714416087288011425471 -1 -0.9410703722659613523759958 -1 -0.90588235294117647189438 -1 -1" Chromosome2="0.9995438639201562613934016 1 0.9549969190791729456435633 -0.6967461240967044444616363 -0.6209058541273604348020854 -0.5058823529411764496899195 1 1" Performance="30.92931441140975934445123 0.3795999999999999929833905 0.4979999999999999982236432 0.5020000000000000017763568 0.3795999999999999929833905 1 0 0.3795999999999999929833905 30.92931441140975934445123 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2207414392522009105590541 -0.9195350762456655502319336 -1 -0.8431372549019607864906334 -0.8512286743293947521848963 -0.9686274509803921572981267 -1 -1" Chromosome2="0.3319156342313263063914519 1 1 -0.4588235294117647411482608 -0.5232291831286670635847713 -0.3725490196078431459625335 1 0.9367776899116819766533126" Performance="30.61812991542874229367044 0.3719999999999999973354647 0.4979999999999999982236432 0.5020000000000000017763568 0.3719999999999999973354647 1 0 0.3719999999999999973354647 30.61812991542874229367044 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -1 -0.9149658990334319508264116 -1 -0.8153984986270649271133948 -0.9216738432764496335991566 -1" Chromosome2="-0.01176470588235289937983907 1 1 -0.6815127669681858568750954 -0.6140678029146936500737297 -0.5374077005277795304749588 -0.3695021154852036193716458 1" Performance="29.81434136877708596102821 0.3887999999999999789501715 0.5020000000000000017763568 0.5020000000000000017763568 0.3887999999999999789501715 0.9866255144032921586827456 0 0.3887999999999999789501715 30.21849823821827740744084 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2470588235294117751550402 -0.9195350762456655502319336 -1 -0.8431372549019607864906334 -0.8689354519304984814098702 -0.9686274509803921572981267 -1 -1" Chromosome2="0.333333333333333259318465 1 1 -0.4588235294117647411482608 -0.5585045345511068237698282 -0.3725490196078431459625335 1 1" Performance="29.88505422219364149327703 0.3543999999999999928057548 0.4979999999999999982236432 0.5020000000000000017763568 0.3543999999999999928057548 1 0 0.3543999999999999928057548 29.88505422219364149327703 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2273434893087813990497636 -1 -1 -0.8431372549019607864906334 -0.8890210322670493159336047 -0.9686274509803921572981267 -1 -1" Chromosome2="0.3089476360568427781849721 1 1 -0.4588235294117647411482608 -0.5681838773264019648578937 -0.3725490196078431459625335 1 1" Performance="29.34040623016327842265127 0.3416000000000000147437618 0.4979999999999999982236432 0.5020000000000000017763568 0.3416000000000000147437618 1 0 0.3416000000000000147437618 29.34040623016327842265127 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -3.015556316830121375005547 -1 -0.8153984986270649271133948 -0.9216738432764496335991566 -1" Chromosome2="1 1 1 2.334877352281325979532767 1 -0.5374077005277795304749588 -0.3695021154852036193716458 0.9618567726016045149606271" Performance="28.76794009848533306694662 0.3284000000000000252242671 0.4979999999999999982236432 0.5020000000000000017763568 0.3284000000000000252242671 1 0 0.3284000000000000252242671 28.76794009848533306694662 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 1 -0.6392156862745097534173055 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.687743613291897037953504 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="0.8373948971247848760413035 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01994568551190536997985703 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 0.2403678187796103871143316 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -0.9253006502547684863912991 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 -0.8024098743830679891786417 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.687743613291897037953504 -0.9182236398337408900260925 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="0.8373948971247848760413035 0.9589629998663440346717834 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9997258634221825035481857 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="0.945228475907986864790189 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 0.9188531971621242133707597 0.5529411764705882692538808 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1212314620350455063313433 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="0.02351555473950059371723853 1 0.5529411764705882692538808 1 -0.6392156862745097534173055 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.190365915841859856261209 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.6470588235294116863371983 -1 -1" Chromosome2="0.02699730102630226724613749 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 -0.5999999999999999777955395 1 1" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1178917295084743743771583 -1 0.4745098039215687180103487 -1 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="0.02493491769365925592172317 1 0.5529411764705882692538808 1 -0.6392156862745097534173055 1 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.687743613291897037953504 -0.9182236398337408900260925 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="0.8373948971247848760413035 0.9589629998663440346717834 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 0.9735998762771487236022949 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -1 -1 -0.8370278960970394255269866 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 -0.7857044225850818852663338 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.687743613291897037953504 -0.9182236398337408900260925 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -0.9700629768094846117065799 -1 -0.6627450980392156631992862" Chromosome2="0.8373948971247848760413035 0.9589629998663440346717834 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 0.9719531633492026756471205 0.9735998762771487236022949 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4745098039215687180103487 -0.772549019607843168166994 -0.6941176470588235059011595 -1 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 -0.6392156862745097534173055 1 1 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.997564527206122875213623 0.4745098039215687180103487 -0.772549019607843168166994 -1 -1 -0.8370278960970394255269866 -0.6627450980392156631992862" Chromosome2="1 1 0.5529411764705882692538808 -0.7411764705882353254651207 1 1 -0.7857044225850818852663338 -0.4901960784313725838501341" Performance="27.72768834928759673630339 0.309999999999999997779554 0.5020000000000000017763568 0.5020000000000000017763568 0.309999999999999997779554 1 0 0.309999999999999997779554 27.72768834928759673630339 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="0.04000000000000000083266727">
<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="!" Prediction="0" Chromosome1="-1 0.04476383114050996869792698 -0.9711680885505031834981082 -1 -0.7580681506142604719755695 -1 -0.9459831342101097106933594 -1" Chromosome2="1 0.2491235647131415653632303 1 1 -0.6353152056108989365057482 1 0.9496173325926065000857079 1" Performance="35.53871128783372057569068 0.4948000000000000175859327 0.4948000000000000175859327 0.5051999999999999824140673 0.4948000000000000175859327 1 0 0.4948000000000000175859327 35.53871128783372057569068 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.514832659826466088048846 -1 -3.264911646363879871302061 2.374659085399776881075695 -1 -0.2884724155680797874623522 -1" Chromosome2="1 -5.607387896537421312359584 -1 2.551071048121874351721772 -1.592484421940222993896441 1 -0.01935553705326174475653822 1" Performance="35.52434350423141751207368 0.4944000000000000061284311 0.4948000000000000175859327 0.5051999999999999824140673 0.4944000000000000061284311 1 0 0.4944000000000000061284311 35.52434350423141751207368 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2392156862745098422351475 -0.9861506055778180845905467 0.4668201891036750650343379 -0.7803921568627451010868867 -0.9921568627450980670801073 -0.9030658241543199071799108 -1 -0.9950980614914104460666522" Chromosome2="0.3254901960784313263985723 0.9869634332004147969641394 0.5893329596520594515496327 -0.4901960784313725838501341 -0.5529411764705882692538808 -0.5049756605043937973675838 0.9876113605516200211198452 0.9828181401501561165190424" Performance="35.48120524484077265015003 0.4932000000000000272670775 0.4948000000000000175859327 0.5051999999999999824140673 0.4932000000000000272670775 1 0 0.4932000000000000272670775 35.48120524484077265015003 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2313725490196077982929523 -0.9861506055778180845905467 0.4668201891036750650343379 -0.7803921568627451010868867 -0.9921568627450980670801073 -0.9215686274509804487564679 -1 -1" Chromosome2="0.2941176470588235947190014 0.9869634332004147969641394 0.5893329596520594515496327 -0.4901960784313725838501341 -0.5529411764705882692538808 -0.4901960784313725838501341 1 1" Performance="35.46681416526080710127644 0.4928000000000000158095759 0.4948000000000000175859327 0.5051999999999999824140673 0.4928000000000000158095759 1 0 0.4928000000000000158095759 35.46681416526080710127644 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9563002401570740440561735 -1 0.4553653260243445410893059 -0.8431372549019607864906334 -0.9843137254901961341602146 -0.962148837290789482601383 -0.9764705882352940902180194 -1" Chromosome2="1 1 0.5755006623006290178423683 -0.4431372549019607642861729 -0.5843137254901960009334516 -0.4663758671945995581964439 -0.4745098039215686069880462 1" Performance="35.46681416526080710127644 0.4928000000000000158095759 0.4948000000000000175859327 0.5051999999999999824140673 0.4928000000000000158095759 1 0 0.4928000000000000158095759 35.46681416526080710127644 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2313725490196077982929523 -0.9861506055778180845905467 0.4668201891036750650343379 -0.7803921568627451010868867 -0.9921568627450980670801073 -0.9215686274509804487564679 -1 -0.9950980614914104460666522" Chromosome2="0.2941176470588235947190014 0.9869634332004147969641394 0.5893329596520594515496327 -0.4901960784313725838501341 -0.5529411764705882692538808 -0.4901960784313725838501341 1 0.9828181401501561165190424" Performance="35.46681416526080710127644 0.4928000000000000158095759 0.4948000000000000175859327 0.5051999999999999824140673 0.4928000000000000158095759 1 0 0.4928000000000000158095759 35.46681416526080710127644 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9563002401570740440561735 -0.9768003739514633521068276 0.4649146350759395529550488 -0.8431372549019607864906334 -0.9843137254901961341602146 -0.962148837290789482601383 -0.9764705882352940902180194 -1" Chromosome2="1 0.9826352422762858473959113 0.57858309293712284482325 -0.4431372549019607642861729 -0.5843137254901960009334516 -0.4663758671945995581964439 -0.4745098039215686069880462 1" Performance="35.42360584769754439093958 0.491599999999999981437071 0.4948000000000000175859327 0.5051999999999999824140673 0.491599999999999981437071 1 0 0.491599999999999981437071 35.42360584769754439093958 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5694197176206930999242672 1 1 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -1 -1 -1 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 1 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -1 -1 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -1 -1 -0.9899110401075490450750749" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5694197176206930999242672 1 0.9913919883159300061592489 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -0.9831934191786976251492547 0.4714798170706605562330083 -1 -0.9686084417626261711120605 -1 -1 -1" Chromosome2="1 0.994481891171256071615403 0.571090465776130651320841 1 0.995489241555333137512207 1 1 0.9813321375798794710121342" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9971698704236126031830167 -1 0.4373362557198373634648192 -1 -1 -1 -1 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 1 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -0.9796694307185617178745929 -1 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 0.979234279121881656671178 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -1 -0.9797139174373048486899052 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9971698704236126031830167 -1 0.4373362557198373634648192 -1 -1 -1 -0.9862306155491529224832448 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 1 1 0.9845372502487607091481436 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -1 -1 -0.9832333214356597794747472 -1" Chromosome2="1 1 0.5694197176206930999242672 1 1 1 0.9780449108949985648209235 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5694197176206930999242672 1 1 1 1 0.9825409672461277166277682" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -0.9949677021047750313798019 -0.9849978369029779301513372 -1 -1 -0.9899110401075490450750749" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -0.9796694307185617178745929 -0.9843415971217530646697469 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 0.979234279121881656671178 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9864011537897717785128293 -1 0.4373362557198373634648192 -1 -0.9849978369029779301513372 -0.9796694307185617178745929 -0.9843415971217530646697469 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 0.9800142788538529492470275 0.979234279121881656671178 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9971698704236126031830167 -1 0.4373362557198373634648192 -1 -0.980582046762600079148342 -1 -1 -1" Chromosome2="1 0.971157755381588327914244 0.5694197176206930999242672 1 1 1 1 1" Performance="34.54521308270561519293551 0.5088000000000000300204306 0.5051999999999999824140673 0.5051999999999999824140673 0.5088000000000000300204306 0.9929245283018868217794761 0 0.5088000000000000300204306 34.79137849659662862222831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -0.9688869536822212191751191 -0.929784010735250299184429 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9671564362759861310792076 1 0.9801041685417294369031538 1" Performance="34.20269181348400167053114 0.5108000000000000317967874 0.5051999999999999824140673 0.5051999999999999824140673 0.5108000000000000317967874 0.9890368050117462894732512 0 0.5108000000000000317967874 34.58181903865326489722065 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -1 -0.9715918463255678316770059 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -0.9555339368991553339327538 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 0.9592212951946549326365243 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -0.9618723878991746190081358 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 0.9592212951946549326365243 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -1 -0.9686084417626261711120605 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.995489241555333137512207 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 0.9708838138197150025021642 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9932472044818623224671228 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 0.9592212951946549326365243 0.9771129838614300844312766 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 0.9592212951946549326365243 0.9771129838614300844312766 1" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -1 -0.9686084417626261711120605 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.995489241555333137512207 1 0.9747565893575231843470874 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -0.9862867010384798183153521 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 0.9708838138197150025021642 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -0.9465059094251163651634329 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9751105051367513487647898 1 0.9801041685417294369031538 1" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -1 -0.9686084417626261711120605 -1 -1 -1" Chromosome2="1 0.9776860633506797571001812 0.5893329596520594515496327 1 0.995489241555333137512207 1 0.9747565893575231843470874 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9964271418328555229848575 -1 0.4668201891036750650343379 -1 -0.9465059094251163651634329 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9751105051367513487647898 1 0.9801041685417294369031538 1" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -0.995394195064103981529513 -0.9686084417626261711120605 -1 -1 -1" Chromosome2="1 0.9776860633506797571001812 0.5893329596520594515496327 1 0.995489241555333137512207 1 0.9747565893575231843470874 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.999184010550379753112793 0.9592212951946549326365243 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -1 -0.9686084417626261711120605 -0.9864474524204668304250276 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.995489241555333137512207 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9932472044818623224671228 1 0.9836091932615843580478554 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -0.9555339368991553339327538 -1 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 1 0.9873325180072906048778236 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -0.9555339368991553339327538 -0.9953550065557161818929899 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9726584424264729245024341 1 0.9873325180072906048778236 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9800712966670592773965609 0.9592212951946549326365243 0.9771129838614300844312766 1" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9563002401570740440561735 -1 0.4668201891036750650343379 -0.9555339368991553339327538 -0.9776517316819198777366751 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 1 1 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -0.9975512878348430367836386 -1 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 0.9890563785142841846109718 1 0.9592212951946549326365243 0.9771129838614300844312766 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -0.9791327402926981449127197 -0.9525532125972393515667136 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 1 0.9847682984254788607358932 0.9592212951946549326365243 0.9771129838614300844312766 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4668201891036750650343379 -1 -0.9862867010384798183153521 -1 -1 -1" Chromosome2="1 1 0.5893329596520594515496327 0.9708838138197150025021642 1 0.9810867913640461956958916 1 0.9813321375798794710121342" Performance="34.13462225682638262469482 0.5111999999999999877431378 0.5051999999999999824140673 0.5051999999999999824140673 0.5111999999999999877431378 0.9882629107981221183720777 0 0.5111999999999999877431378 34.54002157104046943914 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="0.05000000000000000277555756">
<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="88" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.444774028661064413370241 -1 -1 2.305606391640240282470131 1.78817700860436556986599 -0.1842819310746984795557069 -1" Chromosome2="1 -5.446201053144106296599603 1 1 -1.570927134811620495824513 -1.375013681023827816218841 -0.08826646763887363578149348 1" Performance="36.01277735903579468867974 0.4803999999999999936939332 0.4808000000000000051514348 0.5191999999999999948485652 0.4803999999999999936939332 1 0 0.4803999999999999936939332 36.01277735903579468867974 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.7797421603187123517741952 -0.8550573123290258203965664 -0.9450980392156862475161461 -0.8344166754397983609692346 -0.7323707072995603306608814" Chromosome2="0.4274509803921568984463875 0.9042491735342670367003848 1 -0.4730517551697013267641978 0.05874552433835533715722477 -0.4431372549019607642861729 -0.3565027168276262425905543 0.7386208266795922794401008" Performance="35.81734026363113798652194 0.4752000000000000112798659 0.4808000000000000051514348 0.5191999999999999948485652 0.4752000000000000112798659 1 0 0.4752000000000000112798659 35.81734026363113798652194 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -0.9649751454206376699573866 -0.7882352941176470340067794 -0.8550573123290258203965664 -0.9450980392156862475161461 -0.8344166754397983609692346 -0.7323707072995603306608814" Chromosome2="0.4274509803921568984463875 0.9042491735342670367003848 1 -0.4901960784313725838501341 0.05874552433835533715722477 -0.4431372549019607642861729 -0.3565027168276262425905543 0.7386208266795922794401008" Performance="35.80226245186486977445384 0.4747999999999999998223643 0.4808000000000000051514348 0.5191999999999999948485652 0.4747999999999999998223643 1 0 0.4747999999999999998223643 35.80226245186486977445384 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.8139455904745880321371487 -1 -0.9982521806645100470589682 -0.8588995276318766025624996 -0.7180780872816099336120033" Chromosome2="0.4274509803921568984463875 1 1 -0.3675142492770272495405948 1 0.9711321526069621734578163 -0.280216659460326256159135 0.616490561596425568069435" Performance="35.74188759870044407307432 0.4732000000000000095035091 0.4808000000000000051514348 0.5191999999999999948485652 0.4732000000000000095035091 1 0 0.4732000000000000095035091 35.74188759870044407307432 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.8139455904745880321371487 -1 -0.9982521806645100470589682 -0.8588995276318766025624996 -0.7180780872816099336120033" Chromosome2="0.4274509803921568984463875 1 0.9862820974225738890339699 -0.3675142492770272495405948 1 0.9711321526069621734578163 -0.280216659460326256159135 0.616490561596425568069435" Performance="35.74188759870044407307432 0.4732000000000000095035091 0.4808000000000000051514348 0.5191999999999999948485652 0.4732000000000000095035091 1 0 0.4732000000000000095035091 35.74188759870044407307432 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.8139455904745880321371487 -1 -0.9982521806645100470589682 -0.8588995276318766025624996 -0.7180780872816099336120033" Chromosome2="0.4274509803921568984463875 0.9852656166307455221087253 0.9862820974225738890339699 -0.3675142492770272495405948 1 0.9711321526069621734578163 -0.280216659460326256159135 0.616490561596425568069435" Performance="35.74188759870044407307432 0.4732000000000000095035091 0.4808000000000000051514348 0.5191999999999999948485652 0.4732000000000000095035091 1 0 0.4732000000000000095035091 35.74188759870044407307432 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.7882352941176470340067794 -0.8550573123290258203965664 -0.9450980392156862475161461 -0.8626675865679882537762069 -0.7084175885987850085356854" Chromosome2="0.4274509803921568984463875 1 1 -0.4901960784313725838501341 0.05874552433835533715722477 -0.4431372549019607642861729 -0.2910926098880521895040374 0.6288986015033335430501893" Performance="35.72677794357640124189857 0.4727999999999999980460075 0.4808000000000000051514348 0.5191999999999999948485652 0.4727999999999999980460075 1 0 0.4727999999999999980460075 35.72677794357640124189857 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.7882352941176470340067794 -0.8550573123290258203965664 -0.9450980392156862475161461 -0.8626675865679882537762069 -0.7274515678550975694705016" Chromosome2="0.4274509803921568984463875 1 0.9856657977898916067616142 -0.4901960784313725838501341 0.05874552433835533715722477 -0.4431372549019607642861729 -0.2910926098880521895040374 0.6309777013099222564562751" Performance="35.68141058820488353831024 0.4716000000000000191846539 0.4808000000000000051514348 0.5191999999999999948485652 0.4716000000000000191846539 1 0 0.4716000000000000191846539 35.68141058820488353831024 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3019607843137255276388942 -1 0.3345515611007701117785018 -0.7960784313725490779489746 -0.9843137254901961341602146 -1 -0.9843137254901961341602146 -0.980267954787806372607406" Chromosome2="0.3725490196078431459625335 0.9528862506683383193362147 0.6044329738177748323479932 -0.4823529411764705399079389 -0.5999999999999999777955395 1 -0.4431372549019607642861729 1" Performance="35.60566987323035448298469 0.469600000000000017408297 0.4808000000000000051514348 0.5191999999999999948485652 0.469600000000000017408297 1 0 0.469600000000000017408297 35.60566987323035448298469 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2955007361227591777819157 -0.9527154223372539254555136 -0.9385398190038708454707717 -0.7855770900199849915424011 -0.8550573123290258203965664 -1 -0.9843137254901961341602146 -1" Chromosome2="0.3840478847682129437401954 0.9612882894774278375038534 1 -0.624741249111609220356911 0.05874552433835533715722477 -0.5804810580901917926865963 -0.4431372549019607642861729 1" Performance="34.57473999310309409338515 0.4428000000000000269118061 0.4808000000000000051514348 0.5191999999999999948485652 0.4428000000000000269118061 1 0 0.4428000000000000269118061 34.57473999310309409338515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -1 -1 -0.7855770900199849915424011 -0.8550573123290258203965664 -1 -0.9843137254901961341602146 -1" Chromosome2="0.4274509803921568984463875 1 1 -0.624741249111609220356911 0.05874552433835533715722477 -0.5868070131479869999679977 -0.4431372549019607642861729 1" Performance="34.55912005103953532625383 0.4424000000000000154543045 0.4808000000000000051514348 0.5191999999999999948485652 0.4424000000000000154543045 1 0 0.4424000000000000154543045 34.55912005103953532625383 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 -0.9754680017749332021637088 -1 -0.7855770900199849915424011 -0.8550573123290258203965664 -1 -0.9843137254901961341602146 -1" Chromosome2="0.4274509803921568984463875 0.9844461361022844858581493 1 -0.624741249111609220356911 0.05874552433835533715722477 -0.5868070131479869999679977 -0.4431372549019607642861729 1" Performance="34.55912005103953532625383 0.4424000000000000154543045 0.4808000000000000051514348 0.5191999999999999948485652 0.4424000000000000154543045 1 0 0.4424000000000000154543045 34.55912005103953532625383 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 0.2942070883456148755463744 -0.9680926491252400678533263 -0.867038990297884337721257 -0.6673155216609729656340733 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="0.9886048074501255777946085 0.9878172844749044667622684 0.6103437599566888804858422 0.990211697871034801643475 -0.3920763930342361924807904 -0.5780951563268900139647144 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="33.92048838080023642760352 0.5235999999999999543476292 0.5191999999999999948485652 0.5191999999999999948485652 0.5235999999999999543476292 0.9915966386554622147286864 0 0.5235999999999999543476292 34.20795014673922196379863 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 -1 -0.8139455904745880321371487 -1 -1 -1 -0.6889795481620250017229523" Chromosome2="-0.01699187790333221703686917 1 1 -0.3675142492770272495405948 1 0.972767959577295004969244 1 -0.4918031607649084868683076" Performance="33.51888210606099960386928 0.5260000000000000230926389 0.5191999999999999948485652 0.5191999999999999948485652 0.5260000000000000230926389 0.9870722433460076272737638 0 0.5260000000000000230926389 33.95788133241156714348108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 -0.9840362747073978511025416 -0.8139455904745880321371487 -1 -1 -1 -0.6889795481620250017229523" Chromosome2="-0.01699187790333221703686917 1 1 -0.3675142492770272495405948 1 0.972767959577295004969244 1 -0.4918031607649084868683076" Performance="33.51888210606099960386928 0.5260000000000000230926389 0.5191999999999999948485652 0.5191999999999999948485652 0.5260000000000000230926389 0.9870722433460076272737638 0 0.5260000000000000230926389 33.95788133241156714348108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8139455904745880321371487 -1 -1 -0.9576798290616886921711171 -0.6814732158635712355732039" Chromosome2="1 1 1 -0.3675142492770272495405948 1 1 -0.4390229779843460300448044 -0.4549106638209006181483574" Performance="33.25389408124642898201273 0.5275999999999999579003429 0.5191999999999999948485652 0.5191999999999999948485652 0.5275999999999999579003429 0.9840788476118271788095626 0 0.5275999999999999579003429 33.7919000717750677154072 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 -0.9924830471222497729755219 -0.8139455904745880321371487 -1 -0.9982521806645100470589682 -0.9680976393508819999311754 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3675142492770272495405948 1 0.9711321526069621734578163 -0.4491627456935511353286472 -0.4549106638209006181483574" Performance="32.86047629887098509016141 0.5300000000000000266453526 0.5191999999999999948485652 0.5191999999999999948485652 0.5300000000000000266453526 0.9796226415094340111977544 0 0.5300000000000000266453526 33.54401471186753269648761 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 -1 -0.7851698000505300534257458 -1 -1 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3558932462942898111712964 1 1 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="32.47186500415187992985011 0.5323999999999999843680598 0.5191999999999999948485652 0.5191999999999999948485652 0.5323999999999999843680598 0.9752066115702479054405671 0 0.5323999999999999843680598 33.29742089408794925020629 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 -0.9924830471222497729755219 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3675142492770272495405948 1 1 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="32.4075582555827139685789 0.5328000000000000513367127 0.5191999999999999948485652 0.5191999999999999948485652 0.5328000000000000513367127 0.9744744744744744391340419 0 0.5328000000000000513367127 33.25644653038226294938795 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 -1 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3675142492770272495405948 1 0.972767959577295004969244 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="32.4075582555827139685789 0.5328000000000000513367127 0.5191999999999999948485652 0.5191999999999999948485652 0.5328000000000000513367127 0.9744744744744744391340419 0 0.5328000000000000513367127 33.25644653038226294938795 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9853162803259249979959122 -1 -0.8139455904745880321371487 -0.9851179397591049990978718 -1 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3675142492770272495405948 0.984075627274929587429142 0.972767959577295004969244 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="32.4075582555827139685789 0.5328000000000000513367127 0.5191999999999999948485652 0.5191999999999999948485652 0.5328000000000000513367127 0.9744744744744744391340419 0 0.5328000000000000513367127 33.25644653038226294938795 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9869011598255704731386118 -0.9853162803259249979959122 -0.9924830471222497729755219 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.6814732158635712355732039" Chromosome2="1 0.9878172844749044667622684 1 -0.3675142492770272495405948 1 1 -0.4588235294117647411482608 -0.4549106638209006181483574" Performance="32.4075582555827139685789 0.5328000000000000513367127 0.5191999999999999948485652 0.5191999999999999948485652 0.5328000000000000513367127 0.9744744744744744391340419 0 0.5328000000000000513367127 33.25644653038226294938795 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8039215686274510108688673 -0.9843137254901961341602146 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 1 1 -0.4745098039215686069880462 -0.6313725490196078204974128 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.004820487566073200502714258 -1 -1 -1 -0.6470588235294116863371983 -0.9425353617765582781018452 -0.678431372549019640061374" Chromosome2="0.9491505268271323014772634 0.1981341219799337138862683 1 1 1 -0.5999999999999999777955395 0.9532016930528558473767475 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.004820487566073200502714258 -0.9637366207034299137035305 -1 -1 -0.6470588235294116863371983 -0.9425353617765582781018452 -0.678431372549019640061374" Chromosome2="0.9491505268271323014772634 0.1981341219799337138862683 0.9499554594019146147587662 1 1 -0.5999999999999999777955395 0.9532016930528558473767475 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2481045024159478917802346 0.1041507732853585999066581 -0.988059924675091627577217 -0.7960784313725490779489746 -1 -0.6470588235294116863371983 -0.9935869292424219789694462 -0.678431372549019640061374" Chromosome2="-0.005452843883906752231460757 0.2207734641600765379543247 1 -0.4823529411764705399079389 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.0965691631385466875414636 -1 -1 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.2079086981103221709599183 1 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9686103472486138343811035 0.0965691631385466875414636 -1 -1 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.9655154007128797788439556 0.2079086981103221709599183 1 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9686103472486138343811035 0.0965691631385466875414636 -1 -1 -0.9786706171860849456933806 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.9655154007128797788439556 0.2079086981103221709599183 1 1 0.9634284694437627027951976 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 0.3142426542084966190060413 -0.9761868026935391906562245 -0.867038990297884337721257 -0.6470588235294116863371983 -0.9994990605757467783121228 -0.678431372549019640061374" Chromosome2="-0.01699187790333221703686917 1 0.5765247402264539466898441 1 -0.3920763930342361924807904 -0.5999999999999999777955395 0.9623830058198008519099176 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9686103472486138343811035 0.0965691631385466875414636 -0.982261364926295010846502 -1 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.9655154007128797788439556 0.2079086981103221709599183 0.9918124440350922776943321 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9686103472486138343811035 0.0965691631385466875414636 -0.982261364926295010846502 -1 -0.9886748208435344187350324 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.9655154007128797788439556 0.2079086981103221709599183 0.9918124440350922776943321 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9686103472486138343811035 0.0965691631385466875414636 -1 -1 -0.9786706171860849456933806 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.9655154007128797788439556 0.2079086981103221709599183 1 1 0.9634284694437627027951976 -0.5999999999999999777955395 0.9782833736914564592979104 -0.4901960784313725838501341" Performance="30.70135488058925687937517 0.4096000000000000196287431 0.5191999999999999948485652 0.5191999999999999948485652 0.4096000000000000196287431 0.9990234375 0 0.4096000000000000196287431 30.73136598017927667569893 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 0.2942070883456148755463744 -1 -0.867038990297884337721257 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.01699187790333221703686917 1 0.6103437599566888804858422 1 -0.3920763930342361924807904 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.54693375032367086419072 0.4103999999999999870325951 0.5191999999999999948485652 0.5191999999999999948485652 0.4103999999999999870325951 0.9970760233918128934149649 0 0.4103999999999999870325951 30.63651420120438473304603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 0.2942070883456148755463744 -1 -0.867038990297884337721257 -0.6470588235294116863371983 -0.9994990605757467783121228 -0.678431372549019640061374" Chromosome2="-0.01699187790333221703686917 1 0.6103437599566888804858422 1 -0.3920763930342361924807904 -0.5999999999999999777955395 0.9623830058198008519099176 -0.4901960784313725838501341" Performance="30.54693375032367086419072 0.4103999999999999870325951 0.5191999999999999948485652 0.5191999999999999948485652 0.4103999999999999870325951 0.9970760233918128934149649 0 0.4103999999999999870325951 30.63651420120438473304603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.265565284300877280099229 -1 0.2942070883456148755463744 -0.9680926491252400678533263 -0.867038990297884337721257 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.01699187790333221703686917 1 0.6103437599566888804858422 0.990211697871034801643475 -0.3920763930342361924807904 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.54693375032367086419072 0.4103999999999999870325951 0.5191999999999999948485652 0.5191999999999999948485652 0.4103999999999999870325951 0.9970760233918128934149649 0 0.4103999999999999870325951 30.63651420120438473304603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3389120737638543490177767 -1 -1 -1 -0.6949534385976400274742559 -0.6470588235294116863371983 -0.8758911784738301342656541 -1" Chromosome2="0.03204462974898369953535848 0.9139969756619797935925931 1 1 -0.5024905424291158384519917 -0.5999999999999999777955395 0.6817081760615110175294262 1" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.06599255972085342480948356 -1 -1 -1 -0.6470588235294116863371983 -0.9425353617765582781018452 -0.678431372549019640061374" Chromosome2="1 0.2636938403652724915993133 1 1 1 -0.5999999999999999777955395 0.9532016930528558473767475 -0.4901960784313725838501341" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.06599255972085342480948356 -1 -1 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.2636938403652724915993133 1 0.9993482416100574194928186 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.06599255972085342480948356 -1 -1 -0.9791058628154652998532015 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.2636938403652724915993133 1 0.9993482416100574194928186 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.06599255972085342480948356 -0.9860215876478610752542409 -1 -0.9791058628154652998532015 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.2636938403652724915993133 1 0.9993482416100574194928186 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3389120737638543490177767 -1 -1 -1 -0.6949534385976400274742559 -0.6470588235294116863371983 -0.8758911784738301342656541 -1" Chromosome2="0.03204462974898369953535848 0.9139969756619797935925931 0.9963828290184569835830075 1 -0.5024905424291158384519917 -0.5999999999999999777955395 0.6817081760615110175294262 1" Performance="30.24052661641214001519984 0.4119999999999999773514503 0.5191999999999999948485652 0.5191999999999999948485652 0.4119999999999999773514503 0.9932038834951456562905037 0 0.4119999999999999773514503 30.44745104096237042767825 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3587402964558671358830111 -1 -1 -1 -1 -0.6470588235294116863371983 -0.8758911784738301342656541 -1" Chromosome2="0.0125151265247588211471097 0.9139969756619797935925931 1 1 1 -0.5999999999999999777955395 0.6817081760615110175294262 1" Performance="29.41431958932666645978316 0.4163999999999999923616656 0.5191999999999999948485652 0.5191999999999999948485652 0.4163999999999999923616656 0.982708933717579280475718 0 0.4163999999999999923616656 29.93187359969605054743624 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8196078431372548767086528 -1 -0.9294117647058823816763606 -1 -0.678431372549019640061374" Chromosome2="1 1 1 -0.4588235294117647411482608 1 -0.4901960784313725838501341 1 -0.4901960784313725838501341" Performance="28.46793677251221055257702 0.4215999999999999747757329 0.5191999999999999948485652 0.5191999999999999948485652 0.4215999999999999747757329 0.9705882352941176405280999 0 0.4215999999999999747757329 29.33060152319439950474589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9361802081887921067604452 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="1 1 0.9842430287972092628479004 -0.3675142492770272495405948 1 1 -0.4588235294117647411482608 -0.4901960784313725838501341" Performance="28.3964477499694112339057 0.4219999999999999862332345 0.5191999999999999948485652 0.5191999999999999948485652 0.4219999999999999862332345 0.969668246445497650221057 0 0.4219999999999999862332345 29.28470418007598041754136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9361802081887921067604452 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="0.9768982400918113651044905 1 0.9842430287972092628479004 -0.3675142492770272495405948 1 1 -0.4588235294117647411482608 -0.4901960784313725838501341" Performance="28.3964477499694112339057 0.4219999999999999862332345 0.5191999999999999948485652 0.5191999999999999948485652 0.4219999999999999862332345 0.969668246445497650221057 0 0.4219999999999999862332345 29.28470418007598041754136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9361802081887921067604452 -0.8139455904745880321371487 -1 -1 -0.9764705882352940902180194 -0.678431372549019640061374" Chromosome2="1 1 0.9842430287972092628479004 -0.3675142492770272495405948 0.9959710319921122323449936 1 -0.4588235294117647411482608 -0.4901960784313725838501341" Performance="28.3964477499694112339057 0.4219999999999999862332345 0.5191999999999999948485652 0.5191999999999999948485652 0.4219999999999999862332345 0.969668246445497650221057 0 0.4219999999999999862332345 29.28470418007598041754136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 -1 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.8374359306820500226109516 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 -0.7958560572166101243496428 -0.4901960784313725838501341" Performance="26.84137045589687176061489 0.3111999999999999766409076 0.5191999999999999948485652 0.5191999999999999948485652 0.3111999999999999766409076 1 0 0.3111999999999999766409076 26.84137045589687176061489 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.1041507732853585999066581 -1 -0.7960784313725490779489746 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 0.2207734641600765379543247 1 -0.4823529411764705399079389 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="26.75251855727972127851899 0.3115999999999999880984092 0.5191999999999999948485652 0.5191999999999999948485652 0.3115999999999999880984092 0.9987163029525032431621412 0 0.3115999999999999880984092 26.78690482791889593272572 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.1041507732853585999066581 -0.988059924675091627577217 -0.7960784313725490779489746 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 0.2207734641600765379543247 1 -0.4823529411764705399079389 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="26.75251855727972127851899 0.3115999999999999880984092 0.5191999999999999948485652 0.5191999999999999948485652 0.3115999999999999880984092 0.9987163029525032431621412 0 0.3115999999999999880984092 26.78690482791889593272572 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="0.05000000000000000277555756">
<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="r" Prediction="0" Chromosome1="-1 -3.321784081266456301051448 -1 -1 2.13904006171293126215005 1.812590898805551020700477 -1 -1" Chromosome2="-1 -5.402014430401854916397042 1 1 -1.492864678782104714827028 -1.399696729048512278126282 1 1" Performance="35.07341017560170826072863 0.5023999999999999577227072 0.5051999999999999824140673 0.4948000000000000175859327 0.5023999999999999577227072 1 0 0.5023999999999999577227072 35.07341017560170826072863 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1772417119393746576250237 -0.7932689567761761484376848 -1 -0.8745098039215686291925067 -0.8625332310284143932932466 -1 -0.9921568627450980670801073 -0.6656073594505244050978376" Chromosome2="0.2681289453534227984476956 1 0.986883336305618308337273 -0.3803921568627450788824262 -0.5205901164988040452641371 1 -0.388235294117647011802319 0.9850380097075805974071727" Performance="35.04547436059533538355026 0.5016000000000000458300065 0.5051999999999999824140673 0.4948000000000000175859327 0.5016000000000000458300065 1 0 0.5016000000000000458300065 35.04547436059533538355026 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1619668837671476846473695 0.01845555966537371084257302 0.466993417466680105221144 -0.9852276683676165491831966 -1 -0.6498781507974727977838825 -1 -1" Chromosome2="-0.002306574462291266502944609 0.3829501136918279091680972 1 1 1 -0.577051576991747694478363 1 1" Performance="34.62564464586509416221816 0.5 0.4948000000000000175859327 0.4948000000000000175859327 0.5 0.9896000000000000351718654 0 0.5 34.98953581837620419037194 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1772417119393746576250237 -0.7932689567761761484376848 -1 -0.8745098039215686291925067 -0.8625332310284143932932466 -1 -0.9921568627450980670801073 -0.6867393852158818479125557" Chromosome2="0.2681289453534227984476956 1 1 -0.3803921568627450788824262 -0.5205901164988040452641371 1 -0.388235294117647011802319 1" Performance="34.93350770265875127051913 0.4984000000000000096811448 0.5051999999999999824140673 0.4948000000000000175859327 0.4984000000000000096811448 1 0 0.4984000000000000096811448 34.93350770265875127051913 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1772417119393746576250237 -0.7932689567761761484376848 -1 -0.8745098039215686291925067 -0.8625332310284143932932466 -1 -0.9921568627450980670801073 -0.6867393852158818479125557" Chromosome2="0.2681289453534227984476956 1 1 -0.3803921568627450788824262 -0.5205901164988040452641371 0.9819396595204514799348772 -0.388235294117647011802319 1" Performance="34.93350770265875127051913 0.4984000000000000096811448 0.5051999999999999824140673 0.4948000000000000175859327 0.4984000000000000096811448 1 0 0.4984000000000000096811448 34.93350770265875127051913 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1772417119393746576250237 -0.7932689567761761484376848 -0.9823019486116735254910282 -0.8745098039215686291925067 -0.8625332310284143932932466 -1 -0.9921568627450980670801073 -0.6867393852158818479125557" Chromosome2="0.2681289453534227984476956 1 0.9894832715392112287844384 -0.3803921568627450788824262 -0.5205901164988040452641371 0.9819396595204514799348772 -0.388235294117647011802319 1" Performance="34.93350770265875127051913 0.4984000000000000096811448 0.5051999999999999824140673 0.4948000000000000175859327 0.4984000000000000096811448 1 0 0.4984000000000000096811448 34.93350770265875127051913 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1619668837671476846473695 0.01845555966537371084257302 0.466993417466680105221144 -1 -1 -0.6628973082546382178392719 -1 -1" Chromosome2="-0.002306574462291266502944609 0.3829501136918279091680972 1 1 1 -0.5861426973796408645966949 1 1" Performance="34.34983155842885338415726 0.5016000000000000458300065 0.4948000000000000175859327 0.4948000000000000175859327 0.5016000000000000458300065 0.9864433811802232332510698 0 0.5016000000000000458300065 34.82189876658834748468507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1619668837671476846473695 0.01845555966537371084257302 0.466993417466680105221144 -1 -1 -0.6628973082546382178392719 -1 -1" Chromosome2="-0.002306574462291266502944609 0.3829501136918279091680972 1 1 1 -0.5861426973796408645966949 0.9893461497622015876629575 1" Performance="34.34983155842885338415726 0.5016000000000000458300065 0.4948000000000000175859327 0.4948000000000000175859327 0.5016000000000000458300065 0.9864433811802232332510698 0 0.5016000000000000458300065 34.82189876658834748468507 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1229079179102633423426028 -1 -1 -0.8745098039215686291925067 -0.8191987509711409209955946 -1 -0.9921568627450980670801073 -0.705368072725832462310791" Chromosome2="0.2495200311797424186366356 1 1 -0.3803921568627450788824262 -0.480369437549847622115351 1 -0.388235294117647011802319 1" Performance="34.77896498436959404898516 0.4939999999999999946709295 0.5051999999999999824140673 0.4948000000000000175859327 0.4939999999999999946709295 1 0 0.4939999999999999946709295 34.77896498436959404898516 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1772417119393746576250237 -0.7932689567761761484376848 -0.9857980697745024611933218 -1 -1 -1 -0.9921568627450980670801073 -0.6656073594505244050978376" Chromosome2="0.2681289453534227984476956 1 0.9912519708238165527802721 1 1 1 -0.388235294117647011802319 0.9850380097075805974071727" Performance="34.70849081877322106493011 0.4919999999999999928945726 0.5051999999999999824140673 0.4948000000000000175859327 0.4919999999999999928945726 1 0 0.4919999999999999928945726 34.70849081877322106493011 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1752196471388662302182126 0.01845555966537371084257302 0.466993417466680105221144 -0.8431372549019607864906334 -0.9843137254901961341602146 -0.8980392156862745389744873 -0.9574330005790919750907619 -1" Chromosome2="0.01560544784149858754673801 0.3829501136918279091680972 1 -0.4431372549019607642861729 -0.6313725490196078204974128 -0.5058823529411764496899195 -0.4530963736241231942791785 1" Performance="34.60958590134915624503265 0.4892000000000000237143638 0.5051999999999999824140673 0.4948000000000000175859327 0.4892000000000000237143638 1 0 0.4892000000000000237143638 34.60958590134915624503265 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.04016360943788199744375333 -0.9696428604305736831392437 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="1 0.3892378394287946408169887 0.9492078526108156388829684 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9318365475295909972075492 1" Performance="33.60346359137609084655196 0.5060000000000000053290705 0.4948000000000000175859327 0.4948000000000000175859327 0.5060000000000000053290705 0.977865612648221360636569 0 0.5060000000000000053290705 34.36409170823828418406265 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9900450931311073343721318 0.04016360943788199744375333 -0.9696428604305736831392437 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="0.9787551319934952864798561 0.3892378394287946408169887 0.9492078526108156388829684 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9318365475295909972075492 1" Performance="33.60346359137609084655196 0.5060000000000000053290705 0.4948000000000000175859327 0.4948000000000000175859327 0.5060000000000000053290705 0.977865612648221360636569 0 0.5060000000000000053290705 34.36409170823828418406265 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9721492154459501211505312 -0.01682458623776692668849719 -1 -0.772549019607843168166994 -0.9879114649736800979340501 -1 -1 -1" Chromosome2="1 0.3411124114659970785190524 1 -0.7411764705882353254651207 1 1 1 1" Performance="33.33638429649634105089717 0.507600000000000051159077 0.4948000000000000175859327 0.4948000000000000175859327 0.507600000000000051159077 0.9747832939322300660478504 0 0.507600000000000051159077 34.19876448848331307317494 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2214188575350665710850251 -1 -1 -0.8745098039215686291925067 -0.975811086414802408839364 -0.9712049686273590554108637 -0.9921568627450980670801073 -0.6981492218512453939993634" Chromosome2="0.2940403303897236031438922 1 1 -0.3803921568627450788824262 1 0.9987069592795899675152782 -0.2392156862745098422351475 1" Performance="34.18246646250115361453936 0.4772000000000000130562228 0.5051999999999999824140673 0.4948000000000000175859327 0.4772000000000000130562228 1 0 0.4772000000000000130562228 34.18246646250115361453936 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2214188575350665710850251 -0.9984122725521645813628879 -0.9957154651896821251355618 -0.8745098039215686291925067 -1 -0.9712049686273590554108637 -0.9833140948663456892830936 -0.6981492218512453939993634" Chromosome2="0.2940403303897236031438922 1 1 -0.3803921568627450788824262 1 0.9987069592795899675152782 -0.2424426199105115531384769 1" Performance="34.11075992986485516667017 0.4752000000000000112798659 0.5051999999999999824140673 0.4948000000000000175859327 0.4752000000000000112798659 1 0 0.4752000000000000112798659 34.11075992986485516667017 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.00082325000078486282317769 -1 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="1 0.352188788451349654717859 1 -0.7411764705882353254651207 0.9771562889509368687868118 1 0.995378514658659674374519 1" Performance="33.13756357950195763351076 0.5088000000000000300204306 0.4948000000000000175859327 0.4948000000000000175859327 0.5088000000000000300204306 0.9724842767295597267818152 0 0.5088000000000000300204306 34.07516642936660389295866 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.00082325000078486282317769 -0.9926445824094116687774658 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="1 0.352188788451349654717859 0.9840656902108874115597814 -0.7411764705882353254651207 0.9771562889509368687868118 1 0.995378514658659674374519 1" Performance="33.13756357950195763351076 0.5088000000000000300204306 0.4948000000000000175859327 0.4948000000000000175859327 0.5088000000000000300204306 0.9724842767295597267818152 0 0.5088000000000000300204306 34.07516642936660389295866 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9956281878138807384104325 0.00082325000078486282317769 -1 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="0.9989495326510884343207408 0.352188788451349654717859 1 -0.7411764705882353254651207 0.9771562889509368687868118 1 0.995378514658659674374519 1" Performance="33.13756357950195763351076 0.5088000000000000300204306 0.4948000000000000175859327 0.4948000000000000175859327 0.5088000000000000300204306 0.9724842767295597267818152 0 0.5088000000000000300204306 34.07516642936660389295866 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2214188575350665710850251 -1 -1 -0.8745098039215686291925067 -1 -0.9712049686273590554108637 -0.9921568627450980670801073 -0.6981492218512453939993634" Chromosome2="0.2940403303897236031438922 1 1 -0.3803921568627450788824262 1 0.9987069592795899675152782 -0.2392156862745098422351475 1" Performance="34.06766356403956308440684 0.4739999999999999769073611 0.5051999999999999824140673 0.4948000000000000175859327 0.4739999999999999769073611 1 0 0.4739999999999999769073611 34.06766356403956308440684 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2214188575350665710850251 -0.9984122725521645813628879 -1 -0.8745098039215686291925067 -1 -0.9712049686273590554108637 -0.9921568627450980670801073 -0.6981492218512453939993634" Chromosome2="0.2940403303897236031438922 1 1 -0.3803921568627450788824262 1 0.9987069592795899675152782 -0.2392156862745098422351475 1" Performance="34.06766356403956308440684 0.4739999999999999769073611 0.5051999999999999824140673 0.4948000000000000175859327 0.4739999999999999769073611 1 0 0.4739999999999999769073611 34.06766356403956308440684 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.7883632120256330866325811 -1 -0.9294117647058823816763606 -0.9843137254901961341602146 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7233391022638363532237804 1 -0.4666666666666666740681535 -0.4509803921568626972060656 1" Performance="33.9957148806352833503297 0.4719999999999999751310042 0.5051999999999999824140673 0.4948000000000000175859327 0.4719999999999999751310042 1 0 0.4719999999999999751310042 33.9957148806352833503297 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.7883632120256330866325811 -1 -0.9294117647058823816763606 -0.9843137254901961341602146 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7233391022638363532237804 1 -0.4666666666666666740681535 -0.4509803921568626972060656 0.998131994681244472111814" Performance="33.9957148806352833503297 0.4719999999999999751310042 0.5051999999999999824140673 0.4948000000000000175859327 0.4719999999999999751310042 1 0 0.4719999999999999751310042 33.9957148806352833503297 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.00884067337944088177392743 -1 -0.772549019607843168166994 -1 -1 -0.8712334856084597012326753 -1" Chromosome2="0.9795234754077486449830303 0.3898457307614166533760169 1 -0.7411764705882353254651207 1 1 0.9772451610892618489856432 1" Performance="32.80899937846523783946395 0.5108000000000000317967874 0.4948000000000000175859327 0.4948000000000000175859327 0.5108000000000000317967874 0.9686765857478465413521462 0 0.5108000000000000317967874 33.86992094284568111106637 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.00884067337944088177392743 -0.9848236225305064817092671 -0.772549019607843168166994 -1 -1 -0.8712334856084597012326753 -1" Chromosome2="0.9795234754077486449830303 0.3898457307614166533760169 1 -0.7411764705882353254651207 1 1 0.9772451610892618489856432 1" Performance="32.80899937846523783946395 0.5108000000000000317967874 0.4948000000000000175859327 0.4948000000000000175859327 0.5108000000000000317967874 0.9686765857478465413521462 0 0.5108000000000000317967874 33.86992094284568111106637 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.00884067337944088177392743 -0.9848236225305064817092671 -0.772549019607843168166994 -1 -1 -0.8712334856084597012326753 -1" Chromosome2="0.9795234754077486449830303 0.3898457307614166533760169 1 -0.7411764705882353254651207 1 1 0.9772451610892618489856432 0.9754226533827227152428918" Performance="32.80899937846523783946395 0.5108000000000000317967874 0.4948000000000000175859327 0.4948000000000000175859327 0.5108000000000000317967874 0.9686765857478465413521462 0 0.5108000000000000317967874 33.86992094284568111106637 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.00884067337944088177392743 -0.9848236225305064817092671 -0.772549019607843168166994 -1 -1 -0.8712334856084597012326753 -1" Chromosome2="0.9795234754077486449830303 0.3898457307614166533760169 1 -0.7411764705882353254651207 1 0.9998260469329131039373237 0.9772451610892618489856432 0.9754226533827227152428918" Performance="32.80899937846523783946395 0.5108000000000000317967874 0.4948000000000000175859327 0.4948000000000000175859327 0.5108000000000000317967874 0.9686765857478465413521462 0 0.5108000000000000317967874 33.86992094284568111106637 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 0.995378514658659674374519 1" Performance="32.67854574504162457060374 0.5116000000000000547117907 0.4948000000000000175859327 0.4948000000000000175859327 0.5116000000000000547117907 0.9671618451915559022680213 0 0.5116000000000000547117907 33.78808408076655922513964 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="1 0.3659056629790946035818422 0.9929914260422115779292085 -0.7411764705882353254651207 1 1 0.995378514658659674374519 1" Performance="32.67854574504162457060374 0.5116000000000000547117907 0.4948000000000000175859327 0.4948000000000000175859327 0.5116000000000000547117907 0.9671618451915559022680213 0 0.5116000000000000547117907 33.78808408076655922513964 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -0.9763432268053293672238624 -0.9677437067111122059870354 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 0.9940745315949122140608551 1 1 1" Performance="32.67854574504162457060374 0.5116000000000000547117907 0.4948000000000000175859327 0.4948000000000000175859327 0.5116000000000000547117907 0.9671618451915559022680213 0 0.5116000000000000547117907 33.78808408076655922513964 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -0.9910824668593705144559181 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 0.995378514658659674374519 0.9800887683333902034021889" Performance="32.67854574504162457060374 0.5116000000000000547117907 0.4948000000000000175859327 0.4948000000000000175859327 0.5116000000000000547117907 0.9671618451915559022680213 0 0.5116000000000000547117907 33.78808408076655922513964 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -0.9763432268053293672238624 -0.9677437067111122059870354 -0.9853443669718365827137063 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 0.9940745315949122140608551 1 1 1" Performance="32.67854574504162457060374 0.5116000000000000547117907 0.4948000000000000175859327 0.4948000000000000175859327 0.5116000000000000547117907 0.9671618451915559022680213 0 0.5116000000000000547117907 33.78808408076655922513964 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 1 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -0.9677437067111122059870354 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 1 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9721492154459501211505312 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 1 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -0.9677437067111122059870354 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 0.9943235258228684259051988 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -0.9677437067111122059870354 -1 -1" Chromosome2="0.9830563248748459548309597 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 1 0.9943235258228684259051988 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9721492154459501211505312 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -0.99561015514275397197963 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 1 0.9813912691974855384557941 1 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.01934862417871995032836452 -1 -0.772549019607843168166994 -1 -1 -1 -1" Chromosome2="1 0.3659056629790946035818422 1 -0.7411764705882353254651207 0.9909105052122439971640233 1 1 1" Performance="32.61352565666714298231454 0.512000000000000010658141 0.4948000000000000175859327 0.4948000000000000175859327 0.512000000000000010658141 0.9664062500000000222044605 0 0.512000000000000010658141 33.74722137472428329374452 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9859731996914854468272438 -0.9673197863002618301919711 -0.8883737346041016280651093 -0.9699915979678431776633829" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.948539184794450762616691 1" Performance="32.22627494326029307103454 0.5143999999999999683808483 0.4948000000000000175859327 0.4948000000000000175859327 0.5143999999999999683808483 0.9618973561430793628446168 0 0.5143999999999999683808483 33.5028210000264650147983 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -1 -1 -0.8858825941420852556618115 -0.9699915979678431776633829" Chromosome2="1 0.4103387189877717444730365 0.9956872729456116566382207 -0.7411764705882353254651207 1 1 0.9109670343235708456219868 1" Performance="32.16220788077235681612365 0.5148000000000000353495011 0.4948000000000000175859327 0.4948000000000000175859327 0.5148000000000000353495011 0.9611499611499610962184192 0 0.5148000000000000353495011 33.46221628339048237421594 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.005568858002069791701682533 -1 -0.772549019607843168166994 -1 -0.972252432804773802921261 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="1 0.4065370241083538505044714 1 -0.7411764705882353254651207 1 0.969372556343966795822098 0.9350954671390354633331299 1" Performance="32.03447724005469865460327 0.5155999999999999472422019 0.4948000000000000175859327 0.4948000000000000175859327 0.5155999999999999472422019 0.9596586501163693050386883 0 0.5155999999999999472422019 33.38111654198100808343952 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9859731996914854468272438 -1 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.9350954671390354633331299 1" Performance="31.90728206880542217049879 0.5163999999999999701572051 0.4948000000000000175859327 0.4948000000000000175859327 0.5163999999999999701572051 0.9581719597211464378716528 0 0.5163999999999999701572051 33.30016261182522185890775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -0.9887803754345937390368704 -0.772549019607843168166994 -0.9859731996914854468272438 -1 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.9350954671390354633331299 1" Performance="31.90728206880542217049879 0.5163999999999999701572051 0.4948000000000000175859327 0.4948000000000000175859327 0.5163999999999999701572051 0.9581719597211464378716528 0 0.5163999999999999701572051 33.30016261182522185890775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9859731996914854468272438 -1 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="0.9879061503038890634798008 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.9350954671390354633331299 1" Performance="31.90728206880542217049879 0.5163999999999999701572051 0.4948000000000000175859327 0.4948000000000000175859327 0.5163999999999999701572051 0.9581719597211464378716528 0 0.5163999999999999701572051 33.30016261182522185890775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -0.9887803754345937390368704 -0.772549019607843168166994 -0.9859731996914854468272438 -0.9825361925898723480798935 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.9350954671390354633331299 1" Performance="31.90728206880542217049879 0.5163999999999999701572051 0.4948000000000000175859327 0.4948000000000000175859327 0.5163999999999999701572051 0.9581719597211464378716528 0 0.5163999999999999701572051 33.30016261182522185890775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9859731996914854468272438 -0.9821873163902445913464589 -0.9043573663802817463874817 -0.9699915979678431776633829" Chromosome2="0.9879061503038890634798008 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.9643608560026796228115131 1 0.9350954671390354633331299 1" Performance="31.90728206880542217049879 0.5163999999999999701572051 0.4948000000000000175859327 0.4948000000000000175859327 0.5163999999999999701572051 0.9581719597211464378716528 0 0.5163999999999999701572051 33.30016261182522185890775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9743217311937499847118715 0.01644980314524241427065476 -0.99995532297358225015671 -0.772549019607843168166994 -1 -1 -0.9043573663802817463874817 -1" Chromosome2="0.9714745710155477942393532 0.4103387189877717444730365 1 -0.7411764705882353254651207 0.994248310793881096003588 1 0.9350954671390354633331299 1" Performance="31.84388434815479840267471 0.5168000000000000371258579 0.4948000000000000175859327 0.4948000000000000175859327 0.5168000000000000371258579 0.9574303405572754943619884 0 0.5168000000000000371258579 33.2597401599159283591689 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9808456465435116955475792 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9923533167144874544973732 -1 -0.9848414006527890229847344 -1" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 1 0.9737101871389568508163848 1 1" Performance="31.34145048283946621836549 0.5200000000000000177635684 0.4948000000000000175859327 0.4948000000000000175859327 0.5200000000000000177635684 0.9515384615384615552002856 0 0.5200000000000000177635684 32.93766016789919603979797 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.01644980314524241427065476 -1 -0.772549019607843168166994 -0.9923533167144874544973732 -1 -1 -0.9949384540585535230405867" Chromosome2="1 0.4103387189877717444730365 1 -0.7411764705882353254651207 1 1 1 1" Performance="31.27923424354101555877605 0.5203999999999999737099188 0.4948000000000000175859327 0.4948000000000000175859327 0.5203999999999999737099188 0.9508070714834742087617769 0 0.5203999999999999737099188 32.89756164175170738417364 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="0.1000000000000000055511151">
<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="107" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.288008878090253439552271 -1 -1 -1 -1 -0.1613669468910035043052176 3.201378587930406638406566" Chromosome2="1 -5.347171236835696284117603 1 1 1 0.923566218569046970543468 -0.1112216699857851431865186 -2.29944172076696062845258" Performance="34.82971359940162159318788 0.5131999999999999895194946 0.5140000000000000124344979 0.4859999999999999875655021 0.5131999999999999895194946 1 0 0.5131999999999999895194946 34.82971359940162159318788 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9963987857469769338081278 -0.9071464518254452880086092 -1 -0.9639626432327381699849411 -1 -0.6629464821661941176245136 -1 -0.9572100703418254807886001" Chromosome2="1 0.8960145879536867141723633 1 -0.7409707715442660491689253 0.9941999174432077923668771 -0.566499388221740840521079 1 1" Performance="33.75223621058532330607704 0.4979999999999999982236432 0.4859999999999999875655021 0.4859999999999999875655021 0.4979999999999999982236432 0.9759036144578313587416574 0 0.4979999999999999982236432 34.58562475899483956709446 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9963987857469769338081278 -0.9071464518254452880086092 -0.9899196792583988546709861 -0.9639626432327381699849411 -1 -0.6629464821661941176245136 -1 -0.9572100703418254807886001" Chromosome2="1 0.8960145879536867141723633 0.9947845403827271226759876 -0.7409707715442660491689253 0.9941999174432077923668771 -0.566499388221740840521079 1 1" Performance="33.75223621058532330607704 0.4979999999999999982236432 0.4859999999999999875655021 0.4859999999999999875655021 0.4979999999999999982236432 0.9759036144578313587416574 0 0.4979999999999999982236432 34.58562475899483956709446 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9786688171040552886026376 -0.9071464518254452880086092 -1 -0.9609211156546484389195939 -1 -0.7089700463540357100455935 -0.8973471629437440588716868 -0.9572100703418254807886001" Chromosome2="0.9911265325469847953243629 0.8960145879536867141723633 1 -0.7050922579150282754056889 0.9904625976665152320421726 -0.5972741619941990265374443 0.9892852687487172502756039 1" Performance="32.04397690994455416557685 0.5083999999999999630517777 0.4859999999999999875655021 0.4859999999999999875655021 0.5083999999999999630517777 0.9559402045633359490395264 0 0.5083999999999999630517777 33.52090094859220670286959 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -0.9609211156546484389195939 -1 -0.6931975340935028206956758 -0.8973471629437440588716868 -0.9572100703418254807886001" Chromosome2="1 0.8960145879536867141723633 1 -0.7050922579150282754056889 0.9904625976665152320421726 -0.5751263659979615194828284 0.9892852687487172502756039 1" Performance="31.66306585534211848198538 0.5108000000000000317967874 0.4859999999999999875655021 0.4859999999999999875655021 0.5108000000000000317967874 0.9514487079091621390958267 0 0.5108000000000000317967874 33.27879431874229254617603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.7132319346991521369361067 -0.9857471415916314594340975 -1" Chromosome2="1 0.8960145879536867141723633 0.9771404089047931451617046 -0.7307901779591252644507904 1 -0.5994493252936639038352951 0.9954753418954519483818899 0.9781805670095814475573093" Performance="31.66306585534211848198538 0.5108000000000000317967874 0.4859999999999999875655021 0.4859999999999999875655021 0.5108000000000000317967874 0.9514487079091621390958267 0 0.5108000000000000317967874 33.27879431874229254617603 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -0.9875419898394574014233172 -0.9617513248733445818672294 -0.7132319346991521369361067 -1 -1" Chromosome2="1 0.8960145879536867141723633 0.9771404089047931451617046 -0.7166392857787832193494637 1 -0.5994493252936639038352951 1 1" Performance="31.22474442869637201170008 0.513599999999999945465845 0.4859999999999999875655021 0.4859999999999999875655021 0.513599999999999945465845 0.9462616822429906759950313 0 0.513599999999999945465845 32.99800151970875816687112 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9963987857469769338081278 -0.9071464518254452880086092 -1 -0.9684521702025558065329847 -1 -0.6629464821661941176245136 -1 -0.9572100703418254807886001" Chromosome2="1 0.8960145879536867141723633 1 -0.7122362962160355692731173 1 -0.566499388221740840521079 1 1" Performance="31.10069447806927911415187 0.5143999999999999683808483 0.4859999999999999875655021 0.4859999999999999875655021 0.5143999999999999683808483 0.9447900466562986210306008 0 0.5143999999999999683808483 32.91810131588238164113136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.7132319346991521369361067 -1 -1" Chromosome2="1 0.8960145879536867141723633 0.9771404089047931451617046 -0.7090400793356205211281917 1 -0.5994493252936639038352951 1 0.9781805670095814475573093" Performance="31.03886511243354107136838 0.5148000000000000353495011 0.4859999999999999875655021 0.4859999999999999875655021 0.5148000000000000353495011 0.9440559440559440629314736 0 0.5148000000000000353495011 32.87820526724441805299648 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.7132319346991521369361067 -1 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.5994493252936639038352951 1 0.9781805670095814475573093" Performance="31.03886511243354107136838 0.5148000000000000353495011 0.4859999999999999875655021 0.4859999999999999875655021 0.5148000000000000353495011 0.9440559440559440629314736 0 0.5148000000000000353495011 32.87820526724441805299648 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.6619574206666820614941571 -1 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.56358767825181055322048 1 1" Performance="30.97716566541400950995921 0.5151999999999999912958515 0.4859999999999999875655021 0.4859999999999999875655021 0.5151999999999999912958515 0.94332298136645964525826 0 0.5151999999999999912958515 32.83834516629896427275526 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.6918269177407918579802981 -0.9802568398837773200327206 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.586461681061366202349916 1 1" Performance="30.9155957727583086125378 0.5155999999999999472422019 0.4859999999999999875655021 0.4859999999999999875655021 0.5155999999999999472422019 0.9425911559348332247054714 0 0.5155999999999999472422019 32.79852094739543844070795 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -0.9814499186542935404986565 -1 -0.6931975340935028206956758 -0.9471938822666803314831441 -0.996866302751004740301255" Chromosome2="0.9946607110373999471875095 0.8960145879536867141723633 1 -0.7231312337527868727704572 1 -0.5751263659979615194828284 0.9939639454307379606845529 1" Performance="30.60967696628902245947756 0.5175999999999999490185587 0.4859999999999999875655021 0.4859999999999999875655021 0.5175999999999999490185587 0.9389489953632148555584536 0 0.5175999999999999490185587 32.59993579784197237358967 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9737308512876431398908039 -0.6931975340935028206956758 -1 -1" Chromosome2="0.9946607110373999471875095 0.8960145879536867141723633 1 -0.7229559211777343286087216 0.9891815282901128547621283 -0.5751263659979615194828284 1 1" Performance="30.36723721913772422453803 0.5191999999999999948485652 0.4859999999999999875655021 0.4859999999999999875655021 0.5191999999999999948485652 0.9360554699537750877880171 0 0.5191999999999999948485652 32.44170692217346640973119 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9737308512876431398908039 -0.6931975340935028206956758 -0.9896396976145147572623273 -1" Chromosome2="0.9946607110373999471875095 0.8960145879536867141723633 1 -0.7229559211777343286087216 0.9891815282901128547621283 -0.5751263659979615194828284 0.9945660305652513910601442 1" Performance="30.36723721913772422453803 0.5191999999999999948485652 0.4859999999999999875655021 0.4859999999999999875655021 0.5191999999999999948485652 0.9360554699537750877880171 0 0.5191999999999999948485652 32.44170692217346640973119 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -1 -1" Chromosome2="0.9946607110373999471875095 0.8960145879536867141723633 1 -0.7229559211777343286087216 1 -0.5751263659979615194828284 1 1" Performance="30.30694311792071360400769 0.5195999999999999507949155 0.4859999999999999875655021 0.4859999999999999875655021 0.5195999999999999507949155 0.9353348729792148041894961 0 0.5195999999999999507949155 32.4022379507646149932043 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9853079588048987424997449 -0.9071464518254452880086092 -1 -0.9305754988840760910662198 -1 -0.6925057316517211347672855 -0.9845555540831649743438447 -1" Chromosome2="1 0.8960145879536867141723633 0.9677529551342807234703969 -0.7077853653582945048228225 1 -0.5792387122236171137501515 1 1" Performance="30.24677464840476304175354 0.5200000000000000177635684 0.4859999999999999875655021 0.4859999999999999875655021 0.5200000000000000177635684 0.9346153846153846256328279 0 0.5200000000000000177635684 32.36280415055653492117926 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9853079588048987424997449 -0.9071464518254452880086092 -1 -0.9239752640731557775666261 -0.9855420138919726014137268 -0.6931975340935028206956758 -0.9845555540831649743438447 -1" Chromosome2="1 0.8960145879536867141723633 0.9677529551342807234703969 -0.7144432279119962148072887 0.9881622398679610341787338 -0.5751263659979615194828284 1 1" Performance="30.12681320930306583250058 0.5208000000000000406785716 0.4859999999999999875655021 0.4859999999999999875655021 0.5208000000000000406785716 0.9331797235023041592327786 0 0.5208000000000000406785716 32.28404180947538293366961 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -0.9845555540831649743438447 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.5751263659979615194828284 1 1" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -0.9659768158197402643239116 -1" Chromosome2="0.9946607110373999471875095 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.5751263659979615194828284 0.9715394552052021293064854 1" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -0.9845555540831649743438447 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.5751263659979615194828284 1 0.9749491809365841143986131" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -0.9845555540831649743438447 -1" Chromosome2="1 0.8960145879536867141723633 0.9922689631454307823688055 -0.7090400793356205211281917 1 -0.5751263659979615194828284 1 1" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -0.9845555540831649743438447 -0.9923648106211677699661777" Chromosome2="0.9973855499733002005768867 0.8960145879536867141723633 0.9922689631454307823688055 -0.7090400793356205211281917 1 -0.5751263659979615194828284 1 1" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -0.9854145836392321777807979 -1 -0.6931975340935028206956758 -1 -1" Chromosome2="1 0.8960145879536867141723633 0.999726288839045795775462 -0.7136990596306825862527035 1 -0.5751263659979615194828284 1 1" Performance="30.06701954519511232888362 0.521199999999999996624922 0.4859999999999999875655021 0.4859999999999999875655021 0.521199999999999996624922 0.9324635456638526997963368 0 0.521199999999999996624922 32.2447131418841408390108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -1 -0.6931975340935028206956758 -1 -1" Chromosome2="1 0.8960145879536867141723633 1 -0.7090400793356205211281917 1 -0.5751263659979615194828284 1 1" Performance="30.00735012373339216651402 0.5215999999999999525712724 0.4859999999999999875655021 0.4859999999999999875655021 0.5215999999999999525712724 0.9317484662576687171053891 0 0.5215999999999999525712724 32.20541939205624970554709 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -0.9609211156546484389195939 -1 -0.6931975340935028206956758 -1 -0.9572100703418254807886001" Chromosome2="1 0.8960145879536867141723633 1 -0.7050922579150282754056889 1 -0.5751263659979615194828284 1 1" Performance="29.82908387905266067718912 0.5228000000000000424549285 0.4859999999999999875655021 0.4859999999999999875655021 0.5228000000000000424549285 0.9296097934200459045328557 0 0.5228000000000000424549285 32.08774702051179161799155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.6965562434477623465767238 -1 -1 -0.6514989219252705909823931" Chromosome2="1 1 1 -0.7411764705882353254651207 -0.6270397674827302703093324 1 1 -0.4892327200013993349081431" Performance="31.5805195984327617964027 0.377199999999999979749532 0.4859999999999999875655021 0.4859999999999999875655021 0.377199999999999979749532 1 0 0.377199999999999979749532 31.5805195984327617964027 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9836429420017427371902841 -1 -0.772549019607843168166994 -0.6965562434477623465767238 -1 -1 -0.6514989219252705909823931" Chromosome2="1 0.9876014899702802996017681 1 -0.7411764705882353254651207 -0.6270397674827302703093324 1 1 -0.4892327200013993349081431" Performance="31.5805195984327617964027 0.377199999999999979749532 0.4859999999999999875655021 0.4859999999999999875655021 0.377199999999999979749532 1 0 0.377199999999999979749532 31.5805195984327617964027 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9836429420017427371902841 -0.9987544100907332911276626 -0.772549019607843168166994 -0.6965562434477623465767238 -1 -1 -0.6514989219252705909823931" Chromosome2="1 0.9876014899702802996017681 1 -0.7411764705882353254651207 -0.6270397674827302703093324 1 1 -0.4892327200013993349081431" Performance="31.5805195984327617964027 0.377199999999999979749532 0.4859999999999999875655021 0.4859999999999999875655021 0.377199999999999979749532 1 0 0.377199999999999979749532 31.5805195984327617964027 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4160508663740520307605664 -1 0.4047108270383128481029189 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.1448775555390645064512967 1 0.6641669075593681359492848 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.03640325704918184746006204 0.4195953114127569660851691 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="1 0.3289039491657532732205027 0.5959607786022511621837339 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4160508663740520307605664 -1 0.4047108270383128481029189 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.1448775555390645064512967 0.9723347114852151085173659 0.6641669075593681359492848 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4160508663740520307605664 -1 0.4047108270383128481029189 -0.772549019607843168166994 -0.998196338424863993665781 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="0.1448775555390645064512967 1 0.6641669075593681359492848 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -1 -0.9450980392156862475161461 -1 -0.678431372549019640061374" Chromosome2="1 1 1 -0.7411764705882353254651207 1 -0.4431372549019607642861729 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4160508663740520307605664 -1 0.4047108270383128481029189 -0.772549019607843168166994 -0.998196338424863993665781 -0.6470588235294116863371983 -0.9915682790063632401356131 -0.678431372549019640061374" Chromosome2="0.1448775555390645064512967 1 0.6641669075593681359492848 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 -0.4980392156862745167700268" Performance="31.49873719165347196735638 0.3775999999999999912070336 0.4859999999999999875655021 0.4859999999999999875655021 0.3775999999999999912070336 0.9989406779661016422267039 0 0.3775999999999999912070336 31.53213988220665697781442 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4129412730446173074305705 -0.9367765814667248225333651 -0.9228473620023578405380249 -0.6470588235294116863371983 -1 -0.9596283527824914783010968" Chromosome2="1 1 0.5886085977668271684848378 -0.7295480753978615950927633 0.9414285076782107353210449 -0.5999999999999999777955395 1 0.9526293512546655239958682" Performance="31.01290525343742032760019 0.3800000000000000044408921 0.4859999999999999875655021 0.4859999999999999875655021 0.3800000000000000044408921 0.9926315789473684203514381 0 0.3800000000000000044408921 31.24311769964533169741117 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4129412730446173074305705 -0.9609211156546484389195939 -0.9228473620023578405380249 -0.6470588235294116863371983 -1 -1" Chromosome2="1 1 0.5886085977668271684848378 -0.7050922579150282754056889 0.9414285076782107353210449 -0.5999999999999999777955395 1 1" Performance="30.85279261497800007418846 0.3808000000000000273558953 0.4859999999999999875655021 0.4859999999999999875655021 0.3808000000000000273558953 0.9905462184873949915697722 0 0.3808000000000000273558953 31.14725192943696185920999 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4129412730446173074305705 -0.9609211156546484389195939 -0.9228473620023578405380249 -0.6470588235294116863371983 -0.9953949640698309675457267 -1" Chromosome2="1 1 0.5886085977668271684848378 -0.7050922579150282754056889 0.9414285076782107353210449 -0.5999999999999999777955395 0.9893133673324899790557652 1" Performance="30.85279261497800007418846 0.3808000000000000273558953 0.4859999999999999875655021 0.4859999999999999875655021 0.3808000000000000273558953 0.9905462184873949915697722 0 0.3808000000000000273558953 31.14725192943696185920999 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.6431263692750065485981281 -0.9228711772540754143534514 -1 -0.7918897132590120291339986 -0.9843137254901961341602146 -1 -0.8615393629360416083429186 -1" Chromosome2="0.2766169359250103543246269 0.9301710644398223370998835 1 -0.5116087885244804400741714 -0.6156862745098039546576274 1 -0.3324827582643622436719966 1" Performance="30.12813104319021562105263 0.3840000000000000079936058 0.5140000000000000124344979 0.4859999999999999875655021 0.3840000000000000079936058 1 0 0.3840000000000000079936058 30.12813104319021562105263 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.6431263692750065485981281 -0.9228711772540754143534514 -1 -0.7918897132590120291339986 -0.9843137254901961341602146 -1 -0.8615393629360416083429186 -1" Chromosome2="0.2766169359250103543246269 0.9301710644398223370998835 1 -0.5116087885244804400741714 -0.6156862745098039546576274 1 -0.3324827582643622436719966 0.9973354433973630195353621" Performance="30.12813104319021562105263 0.3840000000000000079936058 0.5140000000000000124344979 0.4859999999999999875655021 0.3840000000000000079936058 1 0 0.3840000000000000079936058 30.12813104319021562105263 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.6431263692750065485981281 -0.9228711772540754143534514 -1 -0.7918897132590120291339986 -0.9843137254901961341602146 -1 -0.893197979143403486546049 -1" Chromosome2="0.2766169359250103543246269 0.9301710644398223370998835 1 -0.5116087885244804400741714 -0.6156862745098039546576274 0.9411679838755817595341568 -0.3143301967676128128026392 1" Performance="29.23619099358241868458208 0.3615999999999999769961789 0.5140000000000000124344979 0.4859999999999999875655021 0.3615999999999999769961789 1 0 0.3615999999999999769961789 29.23619099358241868458208 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.6431263692750065485981281 -0.9228711772540754143534514 -0.9778688758066514941091896 -0.7918897132590120291339986 -0.9843137254901961341602146 -1 -0.893197979143403486546049 -1" Chromosome2="0.2766169359250103543246269 0.9301710644398223370998835 1 -0.5116087885244804400741714 -0.6156862745098039546576274 0.9411679838755817595341568 -0.3143301967676128128026392 1" Performance="29.23619099358241868458208 0.3615999999999999769961789 0.5140000000000000124344979 0.4859999999999999875655021 0.3615999999999999769961789 1 0 0.3615999999999999769961789 29.23619099358241868458208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9071464518254452880086092 -1 -1 -0.9617513248733445818672294 -0.7132319346991521369361067 -1 -1" Chromosome2="1 0.8960145879536867141723633 0.9771404089047931451617046 1 1 -0.5994493252936639038352951 1 0.9980429766318428264071372" Performance="24.37087454155523502663527 0.563599999999999989874766 0.4859999999999999875655021 0.4859999999999999875655021 0.563599999999999989874766 0.8623136976579134360676449 0 0.563599999999999989874766 28.26219113502166635498725 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.1058823529411765385077615 -1 -1 -0.7120480065700971472608671 -1 -0.9714960395580246599323004 -1" Chromosome2="-0.03529411764705880916181968 0.1921568627450980226711863 1 1 -0.5871000915004008779973788 1 0.9948153750350078317055136 1" Performance="28.14519965064176787450378 0.2995999999999999774402681 0.4859999999999999875655021 0.4859999999999999875655021 0.2995999999999999774402681 1 0 0.2995999999999999774402681 28.14519965064176787450378 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.1058823529411765385077615 -1 -0.9429557195500186672632026 -0.7120480065700971472608671 -1 -0.9714960395580246599323004 -1" Chromosome2="-0.03529411764705880916181968 0.1921568627450980226711863 1 0.9683463500569695625586064 -0.5871000915004008779973788 1 0.9948153750350078317055136 1" Performance="28.14519965064176787450378 0.2995999999999999774402681 0.4859999999999999875655021 0.4859999999999999875655021 0.2995999999999999774402681 1 0 0.2995999999999999774402681 28.14519965064176787450378 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.6431263692750065485981281 -1 -1 -0.8196078431372548767086528 -0.9843137254901961341602146 -1 -0.9039057814497866161218553 -1" Chromosome2="0.2766169359250103543246269 1 1 -0.4588235294117647411482608 -0.6156862745098039546576274 1 -0.2693682404618491510461809 1" Performance="27.57176698418782834210106 0.3215999999999999969801934 0.5140000000000000124344979 0.4859999999999999875655021 0.3215999999999999969801934 1 0 0.3215999999999999969801934 27.57176698418782834210106 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 -1 -1 -0.9639291968196630477905273 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 0.9719860113938065815375467 1 1 0.900381507351994514465332 -0.5999999999999999777955395 -0.7410113292174930199607275 -0.4980392156862745167700268" Performance="27.53740441609028621883226 0.2867999999999999993782751 0.4859999999999999875655021 0.4859999999999999875655021 0.2867999999999999993782751 1 0 0.2867999999999999993782751 27.53740441609028621883226 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 -1 -1 -1 -0.6470588235294116863371983 -0.9071283221483867897916298 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 1 1 1 1 -0.5999999999999999777955395 -0.659698378622744385779697 -0.4980392156862745167700268" Performance="27.53740441609028621883226 0.2867999999999999993782751 0.4859999999999999875655021 0.4859999999999999875655021 0.2867999999999999993782751 1 0 0.2867999999999999993782751 27.53740441609028621883226 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 -1 -1 -0.9446326439957255516333134 -0.6470588235294116863371983 -0.9071283221483867897916298 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 1 1 1 0.9915827677139769091851917 -0.5999999999999999777955395 -0.659698378622744385779697 -0.4980392156862745167700268" Performance="27.53740441609028621883226 0.2867999999999999993782751 0.4859999999999999875655021 0.4859999999999999875655021 0.2867999999999999993782751 1 0 0.2867999999999999993782751 27.53740441609028621883226 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 -0.9561139439994638111741665 -1 -0.9639291968196630477905273 -0.6470588235294116863371983 -1 -0.678431372549019640061374" Chromosome2="-0.03529411764705880916181968 0.9719860113938065815375467 1 1 0.900381507351994514465332 -0.5999999999999999777955395 -0.7410113292174930199607275 -0.4980392156862745167700268" Performance="27.53740441609028621883226 0.2867999999999999993782751 0.4859999999999999875655021 0.4859999999999999875655021 0.2867999999999999993782751 1 0 0.2867999999999999993782751 27.53740441609028621883226 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="0.3500000000000000333066907">
<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="102" 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="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -3.089427680633508810359444 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 2.393374157469997598468581 1 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -3.089427680633508810359444 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 2.393374157469997598468581 1 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 1 1 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -3.089427680633508810359444 -0.964272912535252046950518 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 2.393374157469997598468581 0.9812215815552256525933217 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -1 -0.964272912535252046950518 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 1 0.9812215815552256525933217 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -3.089427680633508810359444 -0.9858291277543027586460767 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 2.393374157469997598468581 0.9692975906060731228208738 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -0.977827872809333142889443" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 1 1 -0.5999999999999999777955395 -0.6817893808777319986091925 0.9856494644967218610176474" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -3.089427680633508810359444 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -0.9843951995043378477845408" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 2.393374157469997598468581 1 -0.5999999999999999777955395 -0.6817893808777319986091925 0.998563318496994756223728" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -3.089427680633508810359444 -0.9858291277543027586460767 -0.6470588235294116863371983 -0.8447910972650092276126088 -0.993305981543565530422768" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 2.393374157469997598468581 0.9692975906060731228208738 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -0.8302174419096767232773004 -0.9843951995043378477845408" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 1 1 -0.5999999999999999777955395 -0.7049119642407704056097373 0.998563318496994756223728" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1302683168994810680718643 -1 -1 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.8545488129205562888301984" Chromosome2="-0.02940664930159553325239585 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 0.07135678451581328740616073" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -3.089427680633508810359444 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 2.393374157469997598468581 1 -0.5999999999999999777955395 -0.6817893808777319986091925 0.9802131230115063154073596" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -0.8447910972650092276126088 -1" Chromosome2="-0.01872803139701192942645491 1 0.8322027645712974930347627 1 1 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1302683168994810680718643 -1 -1 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -0.976440632667440855385621 -0.8545488129205562888301984" Chromosome2="-0.02940664930159553325239585 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 0.9808037094771862030029297 0.07135678451581328740616073" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -3.089427680633508810359444 -0.9858291277543027586460767 -0.6470588235294116863371983 -0.8447910972650092276126088 -0.993305981543565530422768" Chromosome2="-0.01872803139701192942645491 0.993729252678652641428414 0.8322027645712974930347627 2.393374157469997598468581 0.9692975906060731228208738 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 0.07787421288735729696384169 -1 -0.9858291277543027586460767 -0.6470588235294116863371983 -0.8447910972650092276126088 -0.993305981543565530422768" Chromosome2="-0.01872803139701192942645491 0.993729252678652641428414 0.8322027645712974930347627 1 0.9692975906060731228208738 -0.5999999999999999777955395 -0.6817893808777319986091925 1" Performance="35.39537550697926349130285 0.4939999999999999946709295 0.4928000000000000158095759 0.4928000000000000158095759 0.4939999999999999946709295 0.997570850202429193487319 0 0.4939999999999999946709295 35.48156554473976598274021 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -3.357834985248265624591113 -1 -1 2.343385463318576000801841 2.011022866378897600014852 -0.1604886409988061923836966 -1" Chromosome2="1 -5.449912359357301561146869 -1 1 -1.56155922271850000626614 -1.490203095099731811501442 -0.113575367835225260471077 1" Performance="35.07216534995215795333934 0.5063999999999999612754209 0.5071999999999999841904241 0.4928000000000000158095759 0.5063999999999999612754209 1 0 0.5063999999999999612754209 35.07216534995215795333934 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8465534356924203640559767 -1 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -1" Chromosome2="0.9879482429740684690244734 1 1 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 1" Performance="33.93847753979525094791825 0.5023999999999999577227072 0.4928000000000000158095759 0.4928000000000000158095759 0.5023999999999999577227072 0.9808917197452229341791963 0 0.5023999999999999577227072 34.59961671264840532558082 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -1 -0.772549019607843168166994 -1 -0.8656521762340558812098834 -0.9032409953581095329866457 -1" Chromosome2="0.2941176470588235947190014 0.9905127301504931258691045 1 -0.7411764705882353254651207 1 -0.3723937928991702950298759 -0.5645234722483284395266878 1" Performance="34.47140267705477612025788 0.4892000000000000237143638 0.5071999999999999841904241 0.4928000000000000158095759 0.4892000000000000237143638 1 0 0.4892000000000000237143638 34.47140267705477612025788 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -1 -0.772549019607843168166994 -1 -0.8766720828143519383957027 -0.9032409953581095329866457 -1" Chromosome2="0.2941176470588235947190014 1 1 -0.7411764705882353254651207 1 -0.3729588130766076092825756 -0.5645234722483284395266878 1" Performance="34.4290978102133351512748 0.487999999999999989341859 0.5071999999999999841904241 0.4928000000000000158095759 0.487999999999999989341859 1 0 0.487999999999999989341859 34.4290978102133351512748 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1359268940181708740233546 -0.9531717766102196787159073 -0.9929206680427206110906013 -0.7873724447166761120087131 -1 -0.9034655573472724077177531 -0.8818006998669944973556767 -0.9879565954518815251717001" Chromosome2="0.02975042660209333000853604 0.8883059085812419208849633 1 -0.5525637053047157687402091 1 -0.4070890943906051995249129 -0.5519762189568816479479096 0.9770287301443103533671319" Performance="34.0174384672599501300283 0.4763999999999999901412195 0.5071999999999999841904241 0.4928000000000000158095759 0.4763999999999999901412195 1 0 0.4763999999999999901412195 34.0174384672599501300283 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -0.9854024430426459035814446 -0.9929206680427206110906013 -0.7873724447166761120087131 -0.9653948032432326797902533 -0.9034655573472724077177531 -0.8895288940897203566748885 -0.9881221012398601066806236" Chromosome2="0.2941176470588235947190014 1 1 -0.5525637053047157687402091 1 -0.4070890943906051995249129 -0.5732579436881478640586352 0.9868875489011407209360982" Performance="32.51323438378036456697373 0.4351999999999999757527291 0.5071999999999999841904241 0.4928000000000000158095759 0.4351999999999999757527291 1 0 0.4351999999999999757527291 32.51323438378036456697373 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -0.9929206680427206110906013 -0.7873724447166761120087131 -1 -0.8836120006368634038906862 -0.8907598359786562669526688 -1" Chromosome2="0.2941176470588235947190014 1 1 -0.5525637053047157687402091 1 -0.4212585799714173573349285 -0.5623690538083999657104073 1" Performance="32.43843963464641433347424 0.4331999999999999739763723 0.5071999999999999841904241 0.4928000000000000158095759 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.43843963464641433347424 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -0.9987992954186417637885143 0.07787421288735729696384169 -0.8431372549019607864906334 -0.9812810137599800031082964 -1 -0.9843137254901961341602146 -0.9861172073770586576912933" Chromosome2="-0.01872803139701192942645491 0.9321808622811328381985163 0.8322027645712974930347627 -0.4509803921568626972060656 -0.3621977589058852919912113 1 -0.4509803921568626972060656 0.9882584468633199836773429" Performance="30.478700958986618019253 0.5240000000000000213162821 0.4928000000000000158095759 0.4928000000000000158095759 0.5240000000000000213162821 0.9404580152671755399751419 0 0.5240000000000000213162821 32.40835897424713607506419 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -0.9929206680427206110906013 -0.7873724447166761120087131 -1 -0.9034655573472724077177531 -0.8907598359786562669526688 -0.9879565954518815251717001" Chromosome2="0.2941176470588235947190014 1 1 -0.5525637053047157687402091 1 -0.4070890943906051995249129 -0.5623690538083999657104073 0.9770287301443103533671319" Performance="32.34845765927262561945099 0.4308000000000000162536651 0.5071999999999999841904241 0.4928000000000000158095759 0.4308000000000000162536651 1 0 0.4308000000000000162536651 32.34845765927262561945099 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.971069384780194999606806 -1 -0.772549019607843168166994 -1 -1 -1 -0.677912330298931498084869" Chromosome2="-0.03529411764705880916181968 0.9327326223116230163867613 1 -0.7411764705882353254651207 1 1 1 -0.4464525533878505036966544" Performance="32.04937343634563973182594 0.3991999999999999992894573 0.4928000000000000158095759 0.4928000000000000158095759 0.3991999999999999992894573 1 0 0.3991999999999999992894573 32.04937343634563973182594 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.971069384780194999606806 -0.9660993560132655755268161 -0.772549019607843168166994 -1 -1 -1 -0.677912330298931498084869" Chromosome2="-0.03529411764705880916181968 0.9327326223116230163867613 0.9724169603464278832660739 -0.7411764705882353254651207 1 1 1 -0.4464525533878505036966544" Performance="32.04937343634563973182594 0.3991999999999999992894573 0.4928000000000000158095759 0.4928000000000000158095759 0.3991999999999999992894573 1 0 0.3991999999999999992894573 32.04937343634563973182594 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -1 -0.772549019607843168166994 -0.9673965246017490748897671 -0.6470588235294116863371983 -1 -0.8545488129205562888301984" Chromosome2="-0.03529411764705880916181968 1 1 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 0.07135678451581328740616073" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 0.07787421288735729696384169 -3.089427680633508810359444 -0.7581759528922182855836809 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 1 0.8322027645712974930347627 2.393374157469997598468581 0.8432553626064743790280431 -0.5999999999999999777955395 1 1" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 0.07787421288735729696384169 -3.089427680633508810359444 -0.7581759528922182855836809 -0.6470588235294116863371983 -1 -0.887760882858525612881806" Chromosome2="-0.03529411764705880916181968 1 0.8322027645712974930347627 2.393374157469997598468581 0.8432553626064743790280431 -0.5999999999999999777955395 1 1" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -0.9364560649419824134298551 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.8545488129205562888301984" Chromosome2="-0.03529411764705880916181968 1 0.9532956143841146978701317 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 0.07135678451581328740616073" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 0.1029038984744302803742144 -3.089427680633508810359444 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 1 0.7855841606849774949594689 2.393374157469997598468581 1 -0.5999999999999999777955395 1 1" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 -0.9364560649419824134298551 -0.772549019607843168166994 -1 -0.6470588235294116863371983 -1 -0.8545488129205562888301984" Chromosome2="-0.03529411764705880916181968 0.9963643465104491392381192 0.9532956143841146978701317 -0.7411764705882353254651207 1 -0.5999999999999999777955395 1 0.07135678451581328740616073" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9961049684746698940074339 0.07787421288735729696384169 -3.089427680633508810359444 -0.7581759528922182855836809 -0.6470588235294116863371983 -1 -0.887760882858525612881806" Chromosome2="-0.03529411764705880916181968 1 0.8322027645712974930347627 2.393374157469997598468581 0.8432553626064743790280431 -0.5999999999999999777955395 1 1" Performance="31.89105680757933924951431 0.4000000000000000222044605 0.4928000000000000158095759 0.4928000000000000158095759 0.4000000000000000222044605 0.9979999999999999982236432 0 0.4000000000000000222044605 31.95496674106146173244269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1632665547359661850634893 -1 -1 -0.772549019607843168166994 -0.7017484385250200018546707 -1 -1 -0.6627450980392156631992862" Chromosome2="-0.01872803139701192942645491 1 1 -0.7411764705882353254651207 -0.6217257237644986389568658 1 1 -0.4901960784313725838501341" Performance="31.92066057318631777661722 0.3960000000000000186517468 0.4928000000000000158095759 0.4928000000000000158095759 0.3960000000000000186517468 1 0 0.3960000000000000186517468 31.92066057318631777661722 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -0.9929206680427206110906013 -0.7873724447166761120087131 -0.9766814450495967525611718 -0.9034655573472724077177531 -0.9082487168639913344136971 -0.9881221012398601066806236" Chromosome2="0.2941176470588235947190014 1 1 -0.5525637053047157687402091 1 -0.4070890943906051995249129 -0.5505582944107465515060085 0.9868875489011407209360982" Performance="31.90996798466482786693632 0.4192000000000000170530257 0.5071999999999999841904241 0.4928000000000000158095759 0.4192000000000000170530257 1 0 0.4192000000000000170530257 31.90996798466482786693632 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1359268940181708740233546 -0.957090799489782928510806 0.07787421288735729696384169 -1 -0.9623966660177080134630501 -1 -0.9783813169993021974235603 -0.887760882858525612881806" Chromosome2="0.02975042660209333000853604 0.9041096083819866180419922 0.8322027645712974930347627 1 -0.6055839217596633572426867 1 1 1" Performance="29.70250868439295999223759 0.5292000000000000037303494 0.4928000000000000158095759 0.4928000000000000158095759 0.5292000000000000037303494 0.931216931216931165238293 0 0.5292000000000000037303494 31.8964439849447138897176 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1146590948692027545074978 -1 -1 -1 -0.6470588235294116863371983 -0.9440501092330497723281724 -0.6627450980392156631992862" Chromosome2="1 0.2487296934078024601699752 1 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.84107666435533445792316 0.3963999999999999745980972 0.4928000000000000158095759 0.4928000000000000158095759 0.3963999999999999745980972 0.9989909182643794682832095 0 0.3963999999999999745980972 31.87323936805670143712632 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -1 -0.7873724447166761120087131 -0.9895628844274253488322302 -0.8908804437373348816819885 -0.9082487168639913344136971 -1" Chromosome2="0.2941176470588235947190014 1 1 -0.5525637053047157687402091 1 -0.3916193187491428528979043 -0.5505582944107465515060085 1" Performance="31.83375586729119532947152 0.4172000000000000152766688 0.5071999999999999841904241 0.4928000000000000158095759 0.4172000000000000152766688 1 0 0.4172000000000000152766688 31.83375586729119532947152 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -1 -0.7873724447166761120087131 -0.9895628844274253488322302 -0.8908804437373348816819885 -0.9082487168639913344136971 -1" Chromosome2="0.2941176470588235947190014 1 0.9744632760616572797474078 -0.5525637053047157687402091 1 -0.3916193187491428528979043 -0.5505582944107465515060085 1" Performance="31.83375586729119532947152 0.4172000000000000152766688 0.5071999999999999841904241 0.4928000000000000158095759 0.4172000000000000152766688 1 0 0.4172000000000000152766688 31.83375586729119532947152 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 1 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8465534356924203640559767 -1 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 1 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9913556855171918869018555 -0.8465534356924203640559767 -1 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="0.992541499169809493530181 1 1 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8465534356924203640559767 -1 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.9150833870683398041379064 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4532580715001506832528833 -0.772549019607843168166994 -0.8301952071487903594970703 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 0.574902475055526274161366 -0.7411764705882353254651207 0.6589110443989436571854412 -0.5999999999999999777955395 -0.1920196469434920505392483 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.6470588235294116863371983 -1 -0.6627450980392156631992862" Chromosome2="1 1 1 1 1 -0.5999999999999999777955395 1 -0.4901960784313725838501341" Performance="31.76170903154079283581268 0.3967999999999999860555988 0.4928000000000000158095759 0.4928000000000000158095759 0.3967999999999999860555988 0.997983870967741881763402 0 0.3967999999999999860555988 31.82587410029138297318241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9695940822161532857137445 0.09581889009249272559642918 -1 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 0.9597608596086502075195312 0.8256393005158387810027421 1 1 -0.5999999999999999777955395 1 1" Performance="31.65517683114428493240666 0.4012000000000000010658141 0.4928000000000000158095759 0.4928000000000000158095759 0.4012000000000000010658141 0.9950149551345962573023485 0 0.4012000000000000010658141 31.81376990144059746512539 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -0.9695940822161532857137445 0.09581889009249272559642918 -1 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 0.9597608596086502075195312 0.8256393005158387810027421 0.9856603142595098399070253 1 -0.5999999999999999777955395 1 1" Performance="31.65517683114428493240666 0.4012000000000000010658141 0.4928000000000000158095759 0.4928000000000000158095759 0.4012000000000000010658141 0.9950149551345962573023485 0 0.4012000000000000010658141 31.81376990144059746512539 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 1 0.8322027645712974930347627 1 1 -0.5999999999999999777955395 1 1" Performance="31.57697244011453818757218 0.4016000000000000125233157 0.4928000000000000158095759 0.4928000000000000158095759 0.4016000000000000125233157 0.9940239043824701248297515 0 0.4016000000000000125233157 31.7668139577905783710321 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1215686274509804043475469 -1 0.07787421288735729696384169 -1 -1 -0.6470588235294116863371983 -1 -1" Chromosome2="-0.03529411764705880916181968 1 0.8322027645712974930347627 1 0.969433246496713363349329 -0.5999999999999999777955395 1 1" Performance="31.57697244011453818757218 0.4016000000000000125233157 0.4928000000000000158095759 0.4928000000000000158095759 0.4016000000000000125233157 0.9940239043824701248297515 0 0.4016000000000000125233157 31.7668139577905783710321 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="6.077631011136061189858992" LN="-2.882845980847508204902852" Entropy="3.787081803246815425723071" OutputFormat="2">
<Features Num="16">
<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="22" Max="233" Lambda="0"/>
<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="-17.37017720584204738543121"/>
<Feature Type="1" Ref="2" Min="484" Max="54289" Lambda="-10.51159143744279589327562"/>
<Feature Type="1" Ref="3" Min="30625" Max="2696164" Lambda="-27.68337720974398052931065"/>
<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="-4.012592049218364209650645"/>
<Feature Type="1" Ref="7" Min="0" Max="3575881" Lambda="0"/></Features></MaximumEntropy></Model></Algorithm></Algorithms></Consensus></Model></Algorithm></SerializedModel>