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<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="Copaifera multijuga" Count="19">
<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>
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</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="0.4 0.167827659485 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="17.75">
<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>
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<Run Id="1" OmissionError="0" CommissionError="19.39000000000000056843419">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.5413273883958208410049906 0.333333333333333259318465 -1 -0.7701274360454087863914197 -0.9246034375728904297631061 -1 -1 -0.8901960784313724950322921" Chromosome2="0.008043455827537376867653052 0.4901960784313725838501341 1 -0.4053588813883567953944009 -0.5908591695256040221551075 1 -0.7355284881613710634695735 -0.866666666666666696272614" Performance="26.10498493496464789132006 0.4099999999999999755750935 0.5056000000000000493827201 0.5056000000000000493827201 0.4099999999999999755750935 0.9395121951219511657882322 0 0.4099999999999999755750935 27.78567970751689131247986 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5413273883958208410049906 0.333333333333333259318465 -1 -0.8039215686274510108688673 -0.9843137254901961341602146 -0.9102797280583116990015924 -1 -0.8901960784313724950322921" Chromosome2="0.008043455827537376867653052 0.4901960784313725838501341 1 -0.4588235294117647411482608 -0.5686274509803921350936662 0.9233248653925127946706652 -0.7355284881613710634695735 -0.866666666666666696272614" Performance="25.83490493504502794053224 0.4116000000000000214050999 0.5056000000000000493827201 0.5056000000000000493827201 0.4116000000000000214050999 0.9358600583090378455253244 0 0.4116000000000000214050999 27.60552147264936095893972 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.31837497410209220083388 -1 -0.825671499562175892350524 -0.9212560099531330592981249 -0.9921568627450980670801073 -1 -1" Chromosome2="1 0.4741451743967356469156016 1 -0.4223388633996235097534111 -0.3762297076793534311711653 -0.2784313725490196178569136 -0.3494718325249651091901626 1" Performance="27.24787334713936104435561 0.2903999999999999914734872 0.4944000000000000061284311 0.5056000000000000493827201 0.2903999999999999914734872 1 0 0.2903999999999999914734872 27.24787334713936104435561 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7778366706298279753539759 -0.9005921306952365812392713 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5194069361947172280835616 -0.5091369048021716636753808 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="25.03138472220046395477766 0.4179999999999999826805208 0.5056000000000000493827201 0.5056000000000000493827201 0.4179999999999999826805208 0.9244019138755981135346929 0 0.4179999999999999826805208 27.0784648392334190702968 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9182871935268243079875106 -1 0.8295182782204441052087418 -0.9285280520894697575684518 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 0.9677075017061012029984113 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="24.20242592375419832251282 0.4232000000000000206057393 0.5056000000000000493827201 0.5056000000000000493827201 0.4232000000000000206057393 0.9130434782608695121197684 0 0.4232000000000000206057393 26.50741886887364628933028 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9182871935268243079875106 -0.9994982893986161798238754 0.8295182782204441052087418 -0.9285280520894697575684518 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 0.9677075017061012029984113 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="24.20242592375419832251282 0.4232000000000000206057393 0.5056000000000000493827201 0.5056000000000000493827201 0.4232000000000000206057393 0.9130434782608695121197684 0 0.4232000000000000206057393 26.50741886887364628933028 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8295182782204441052087418 -0.9285280520894697575684518 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 0.9677075017061012029984113 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="24.20242592375419832251282 0.4232000000000000206057393 0.5056000000000000493827201 0.5056000000000000493827201 0.4232000000000000206057393 0.9130434782608695121197684 0 0.4232000000000000206057393 26.50741886887364628933028 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.333333333333333259318465 -1 -0.772549019607843168166994 -0.9654657856190590470291113 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.9788625275638574985137552" Chromosome2="1 0.4901960784313725838501341 0.9951779143563632690216991 -0.4901960784313725838501341 -0.3950948003715049061668196 -0.4823529411764705399079389 -0.3411764705882353032606602 1" Performance="25.96013872437889702382563 0.2636000000000000009769963 0.4944000000000000061284311 0.5056000000000000493827201 0.2636000000000000009769963 1 0 0.2636000000000000009769963 25.96013872437889702382563 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.333333333333333259318465 -1 -0.772549019607843168166994 -0.9654657856190590470291113 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.9788625275638574985137552" Chromosome2="1 0.4901960784313725838501341 1 -0.4901960784313725838501341 -0.3950948003715049061668196 -0.4823529411764705399079389 -0.3411764705882353032606602 1" Performance="25.96013872437889702382563 0.2636000000000000009769963 0.4944000000000000061284311 0.5056000000000000493827201 0.2636000000000000009769963 1 0 0.2636000000000000009769963 25.96013872437889702382563 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9778304388603338281882316 0.7447490258653666206356547 -1 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9490476370652560778040652 -0.8901960784313724950322921" Chromosome2="1 1 0.94975578912068869819052 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5150871007637013443414276 -0.866666666666666696272614" Performance="23.34021023449667708860034 0.4288000000000000144773082 0.5056000000000000493827201 0.5056000000000000493827201 0.4288000000000000144773082 0.9011194029850746467502631 0 0.4288000000000000144773082 25.90135131612881735918563 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7658035243916160306199004 -0.90588235294117647189438 -1 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5181572841537767093456068 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.27979598784181902715318 0.4292000000000000259348099 0.5056000000000000493827201 0.5056000000000000493827201 0.4292000000000000259348099 0.9002795899347623143071928 0 0.4292000000000000259348099 25.85840693059448369695019 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7881188601184654363152049 -1 -1 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.9097250537021447369667726" Chromosome2="0.9602038133079591197827085 1 0.9586292519051509142258283 -0.1498380861080744752555916 1 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.8465694052882297704343273" Performance="22.19629108677080964184825 0.5188000000000000389022148 0.5056000000000000493827201 0.5056000000000000493827201 0.5188000000000000389022148 0.8627602158828064915496725 0 0.5188000000000000389022148 25.72706839994793526216199 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7993626733031089504066813 -1 -1 -0.7960784313725490779489746 -0.942611143733237843989059 -0.8901960784313724950322921" Chromosome2="1 1 0.9403546925205523709934141 1 1 -0.4823529411764705399079389 -0.5236302178250351602173396 -0.866666666666666696272614" Performance="23.03966915936170067880084 0.4308000000000000162536651 0.5056000000000000493827201 0.5056000000000000493827201 0.4308000000000000162536651 0.8969359331476323138332418 0 0.4308000000000000162536651 25.68708455966102732759282 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7993626733031089504066813 -1 -1 -0.7960784313725490779489746 -0.942611143733237843989059 -0.8901960784313724950322921" Chromosome2="1 1 0.9403546925205523709934141 0.9954510505428944000527736 1 -0.4823529411764705399079389 -0.5236302178250351602173396 -0.866666666666666696272614" Performance="23.03966915936170067880084 0.4308000000000000162536651 0.5056000000000000493827201 0.5056000000000000493827201 0.4308000000000000162536651 0.8969359331476323138332418 0 0.4308000000000000162536651 25.68708455966102732759282 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7993626733031089504066813 -1 -0.9932003009729506448621805 -0.7960784313725490779489746 -0.942611143733237843989059 -0.8901960784313724950322921" Chromosome2="1 1 0.9403546925205523709934141 1 1 -0.4823529411764705399079389 -0.5236302178250351602173396 -0.866666666666666696272614" Performance="23.03966915936170067880084 0.4308000000000000162536651 0.5056000000000000493827201 0.5056000000000000493827201 0.4308000000000000162536651 0.8969359331476323138332418 0 0.4308000000000000162536651 25.68708455966102732759282 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9509680338928269138776272 -1 -0.9285280520894697575684518 -0.9264470565140200397635795 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 0.9890802521923822698823869 1 -0.5218111663089426421890948 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.92051664461410354078907 0.4315999999999999836575171 0.5056000000000000493827201 0.5056000000000000493827201 0.4315999999999999836575171 0.8952734012974976618437495 0 0.4315999999999999836575171 25.60169509269008258911526 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9509680338928269138776272 -1 -0.9285280520894697575684518 -0.90588235294117647189438 -0.7876229733955598666383935 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4980392156862745167700268 -0.4555933266994763863877438 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.86116632853965668914498 0.4319999999999999951150187 0.5056000000000000493827201 0.5056000000000000493827201 0.4319999999999999951150187 0.8944444444444444863862032 0 0.4319999999999999951150187 25.55906794495116685084213 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9182871935268243079875106 -1 -1 -0.9285280520894697575684518 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.80196596630614536138637 0.4324000000000000065725203 0.5056000000000000493827201 0.5056000000000000493827201 0.4324000000000000065725203 0.8936170212765957021616714 0 0.4324000000000000065725203 25.51648572419973604041843 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="0.9115464956940788621153615 1 1 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.80196596630614536138637 0.4324000000000000065725203 0.5056000000000000493827201 0.5056000000000000493827201 0.4324000000000000065725203 0.8936170212765957021616714 0 0.4324000000000000065725203 25.51648572419973604041843 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.908737204380725582808509 -1 -1 -0.90588235294117647189438 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4980392156862745167700268 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.80196596630614536138637 0.4324000000000000065725203 0.5056000000000000493827201 0.5056000000000000493827201 0.4324000000000000065725203 0.8936170212765957021616714 0 0.4324000000000000065725203 25.51648572419973604041843 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.9686433967584983095733264 0.3411764705882351922383577 -1 -0.8431372549019607864906334 -1 -0.8639512696678330883059971 -0.9700094402123892178835263 -0.8980392156862745389744873" Chromosome2="1 0.4901960784313725838501341 1 -0.4431372549019607642861729 1 0.921446184203612239649317 -0.4450099845600860581917857 -0.6549019607843137302793934" Performance="25.15994144909091190243089 0.2475999999999999867661415 0.4944000000000000061284311 0.5056000000000000493827201 0.2475999999999999867661415 1 0 0.2475999999999999867661415 25.15994144909091190243089 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4716006317910026446327265 0.2266589703780957365530924 -1 -0.9721039403556731572919603 -1 -0.7960784313725490779489746 -0.9294117647058823816763606 -0.8920916729836744218928857" Chromosome2="0.03465904947297250571214278 0.6705267981693050494129693 1 1 1 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.8183240271041219981995596" Performance="21.41125427445756201905169 0.5252000000000000001776357 0.5056000000000000493827201 0.5056000000000000493827201 0.5252000000000000001776357 0.8522467631378521923934954 0 0.5252000000000000001776357 25.12330371971651743479015 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7878215698648572962170533 -0.9538339404389262199401855 -0.90588235294117647189438 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9373926436345951795914289 1 -0.4980392156862745167700268 -0.4823529411764705399079389 1 -0.866666666666666696272614" Performance="22.045781250553822872007 0.4375999999999999889865876 0.5056000000000000493827201 0.5056000000000000493827201 0.4375999999999999889865876 0.8829981718464351425623704 0 0.4375999999999999889865876 24.96696137485080768669832 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7447490258653666206356547 -1 -0.90588235294117647189438 -0.7960784313725490779489746 -1 -0.8896926910572109381547534" Chromosome2="1 1 0.94975578912068869819052 1 -0.4980392156862745167700268 -0.4823529411764705399079389 1 -0.8666387878634890240547861" Performance="21.7614387442933718830318 0.4395999999999999907629444 0.5056000000000000493827201 0.5056000000000000493827201 0.4395999999999999907629444 0.8789808917197452498015764 0 0.4395999999999999907629444 24.75757886126130102866227 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9778304388603338281882316 0.7447490258653666206356547 -1 -0.90588235294117647189438 -0.7960784313725490779489746 -1 -0.8896926910572109381547534" Chromosome2="1 1 0.94975578912068869819052 1 -0.4980392156862745167700268 -0.4823529411764705399079389 1 -0.8666387878634890240547861" Performance="21.7614387442933718830318 0.4395999999999999907629444 0.5056000000000000493827201 0.5056000000000000493827201 0.4395999999999999907629444 0.8789808917197452498015764 0 0.4395999999999999907629444 24.75757886126130102866227 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5252836881487183973149513 0.1247905143810545403049161 -1 -1 -0.90588235294117647189438 -1 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="0.03347757161654932311911637 0.5382785513084015205365063 1 1 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.704994387224200380615 0.440000000000000002220446 0.5056000000000000493827201 0.5056000000000000493827201 0.440000000000000002220446 0.8781818181818181745512675 0 0.440000000000000002220446 24.71583211795716295000602 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.90588235294117647189438 -1 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.09326518091244651031957 0.4444000000000000172306613 0.5056000000000000493827201 0.5056000000000000493827201 0.4444000000000000172306613 0.8694869486948695325168046 0 0.4444000000000000172306613 24.25943852587342419724337 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2470588235294117751550402 -1 -0.772549019607843168166994 -0.9843137254901961341602146 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="-0.0431372549019607420817124 0.521568627450980315529705 1 -0.4901960784313725838501341 -0.6078431372549020217377347 -0.4823529411764705399079389 1 -0.866666666666666696272614" Performance="22.0758535941149460768429 0.3563999999999999945821116 0.5056000000000000493827201 0.5056000000000000493827201 0.3563999999999999945821116 0.9113355780022446284149851 0 0.3563999999999999945821116 24.22362752753253545279222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2359423257094465653516124 -1 -1 -0.9455764358644099809581007 -0.7960784313725490779489746 -0.9294117647058823816763606 -1" Chromosome2="-0.0431372549019607420817124 0.4712882123898776143278155 1 1 -0.4668759568357000455662842 -0.4823529411764705399079389 -0.5058823529411764496899195 1" Performance="20.80145856560593387030167 0.4460000000000000075495166 0.5056000000000000493827201 0.5056000000000000493827201 0.4460000000000000075495166 0.8654708520179371644687194 0 0.4460000000000000075495166 24.03484590740996651447858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2359423257094465653516124 -1 -1 -0.9455764358644099809581007 -0.7960784313725490779489746 -0.9294117647058823816763606 -1" Chromosome2="-0.0431372549019607420817124 0.4712882123898776143278155 1 1 -0.4668759568357000455662842 -0.4823529411764705399079389 -0.5058823529411764496899195 0.9642254363563729224750887" Performance="20.80145856560593387030167 0.4460000000000000075495166 0.5056000000000000493827201 0.5056000000000000493827201 0.4460000000000000075495166 0.8654708520179371644687194 0 0.4460000000000000075495166 24.03484590740996651447858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.2612110077732187063404012 -1 -0.9429918006778910122278603 -0.9184187335674377505867483 -0.7960784313725490779489746 -0.9294117647058823816763606 -1" Chromosome2="-0.0431372549019607420817124 0.5052599117744202006363707 1 0.9451027324853035205265428 -0.4859003818356523729526941 -0.4823529411764705399079389 -0.5058823529411764496899195 1" Performance="20.80145856560593387030167 0.4460000000000000075495166 0.5056000000000000493827201 0.5056000000000000493827201 0.4460000000000000075495166 0.8654708520179371644687194 0 0.4460000000000000075495166 24.03484590740996651447858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.4509803921568626972060656 1 1 -0.6143280119863430144278027 -0.4823529411764705399079389 1 -0.866666666666666696272614" Performance="21.63991737340359478025675 0.3684000000000000052402527 0.5056000000000000493827201 0.5056000000000000493827201 0.3684000000000000052402527 0.9011943539630835608988946 0 0.3684000000000000052402527 24.01248662759604002303604 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -0.9956369102001190185546875 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.4509803921568626972060656 1 1 -0.6143280119863430144278027 -0.4823529411764705399079389 1 -0.866666666666666696272614" Performance="21.63991737340359478025675 0.3684000000000000052402527 0.5056000000000000493827201 0.5056000000000000493827201 0.3684000000000000052402527 0.9011943539630835608988946 0 0.3684000000000000052402527 24.01248662759604002303604 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.333333333333333259318465 -1 -1 -0.9654657856190590470291113 -0.9215686274509804487564679 -1 -0.9788625275638574985137552" Chromosome2="1 0.4901960784313725838501341 0.9951779143563632690216991 1 -0.3950948003715049061668196 -0.4823529411764705399079389 -0.3519054930502942823977719 1" Performance="23.95221780679354139920179 0.2243999999999999883648627 0.4944000000000000061284311 0.5056000000000000493827201 0.2243999999999999883648627 1 0 0.2243999999999999883648627 23.95221780679354139920179 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.7604411587070405431632025 -0.90588235294117647189438 -1 -0.9294117647058823816763606 -0.8901960784313724950322921" Chromosome2="-0.0431372549019607420817124 1 1 -0.5163941174270767486831346 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.47182971835847098418526 0.3599999999999999866773237 0.5056000000000000493827201 0.5056000000000000493827201 0.3599999999999999866773237 0.9022222222222222587362239 0 0.3599999999999999866773237 23.79882604251554667484925 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3411764705882351922383577 -1 -0.8431372549019607864906334 -1 -0.8963423494456542739428073 -0.9764705882352940902180194 -0.8980392156862745389744873" Chromosome2="1 0.4901960784313725838501341 1 -0.4431372549019607642861729 1 0.8957690819063119924692273 -0.4431372549019607642861729 -0.6549019607843137302793934" Performance="23.73778002777953588520177 0.2204000000000000125677246 0.4944000000000000061284311 0.5056000000000000493827201 0.2204000000000000125677246 1 0 0.2204000000000000125677246 23.73778002777953588520177 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.8256599566234010811882627 -0.9204527959227561950683594 -0.9953333174897501800515442 -0.7960784313725490779489746 -0.9294117647058823816763606 -1" Chromosome2="1 0.5137254901960783826098123 0.9299317813658412035238143 0.9833914882813890034896076 -0.4666896814128693171674911 -0.4823529411764705399079389 -0.5058823529411764496899195 1" Performance="20.32873524936903564253043 0.4527999999999999802824391 0.5056000000000000493827201 0.5056000000000000493827201 0.4527999999999999802824391 0.8577738515901059956902941 0 0.4527999999999999802824391 23.69941122789469289955377 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="19.55999999999999872102308">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="98" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8365629323011359863571101 -0.9647340853617963896127208 -0.808203385513294181308197 -0.9995410488803445625549671 -0.8901960784313724950322921" Chromosome2="1 0.9910664691975931139822364 1 -0.528652079328666535396053 -0.6443462326050817257083736 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.8467267208665454347738 0.4955999999999999849897847 0.5060000000000000053290705 0.5060000000000000053290705 0.4955999999999999849897847 0.9096045197740112442374993 0 0.4955999999999999849897847 28.41534552542471203651075 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9829877054140175873797602 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.986577302064389427549429 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9996731300142747134174215 -1 -0.9829877054140175873797602 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="0.9872460612862170581394139 1 0.986577302064389427549429 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -0.9995410488803445625549671 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9996731300142747134174215 -1 -0.9829877054140175873797602 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -0.9930855620011527218338188 -0.8901960784313724950322921" Chromosome2="0.9872460612862170581394139 1 0.986577302064389427549429 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 0.9847713840664714668449164 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9824975637639773440312752 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -0.9995410488803445625549671 -0.8901960784313724950322921" Chromosome2="1 0.9910664691975931139822364 1 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9829877054140175873797602 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.986577302064389427549429 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 0.9834797778942933055290609 -0.8588235294117647633527213" Performance="25.6179550129630406729575 0.4971999999999999753086399 0.5060000000000000053290705 0.5060000000000000053290705 0.4971999999999999753086399 0.9066773934030570858411124 0 0.4971999999999999753086399 28.25476315981638109064988 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9976325254293455513376898 -1 -1 -0.8241744202700124199978404 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="0.9886146727949380874633789 0.9511799620930105891858375 0.998453144329999209283244 -0.5207827762771849444689565 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="25.16638827107080444989151 0.5003999999999999559463504 0.5060000000000000053290705 0.5060000000000000053290705 0.5003999999999999559463504 0.9008792965627497872915797 0 0.5003999999999999559463504 27.93536089361985474965877 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8206747314119650082986368 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="1 0.9511799620930105891858375 1 -0.510311590905112577587488 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="24.28652463186290688668123 0.5068000000000000282440737 0.5060000000000000053290705 0.5060000000000000053290705 0.5068000000000000282440737 0.8895027624309391756085574 0 0.5068000000000000282440737 27.30348421346078424676307 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9976325254293455513376898 -1 -1 -0.8206747314119650082986368 -0.9688282402200718568252569 -0.808203385513294181308197 -1 -0.8901960784313724950322921" Chromosome2="0.9886146727949380874633789 0.9511799620930105891858375 1 -0.510311590905112577587488 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="24.28652463186290688668123 0.5068000000000000282440737 0.5060000000000000053290705 0.5060000000000000053290705 0.5068000000000000282440737 0.8895027624309391756085574 0 0.5068000000000000282440737 27.30348421346078424676307 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -0.8365629323011359863571101 -0.9688282402200718568252569 -0.808203385513294181308197 -0.9995410488803445625549671 -0.8901960784313724950322921" Chromosome2="0.9804013920533988235561651 0.4901960784313725838501341 1 -0.528652079328666535396053 -0.6393541606737823679296184 -0.4699791211516176070439599 1 -0.8588235294117647633527213" Performance="21.5458079530558244130134 0.3804000000000000158983937 0.5060000000000000053290705 0.5060000000000000053290705 0.3804000000000000158983937 0.8958990536277602334536141 0 0.3804000000000000158983937 24.04937014478414170071119 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.7812418815573838326571376 -0.9921568627450980670801073 -0.9294117647058823816763606 -0.9764705882352940902180194 -1" Chromosome2="1 0.9796302113682031631469727 1 -0.5079149568651221136050822 -0.2392156862745098422351475 -0.4745098039215686069880462 -0.4745098039215686069880462 1" Performance="23.43118099701719714289538 0.2144000000000000072386541 0.4939999999999999946709295 0.5060000000000000053290705 0.2144000000000000072386541 1 0 0.2144000000000000072386541 23.43118099701719714289538 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8082114317578692475052549 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9202088241292791792602657 1 -0.501029100617868650147102 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="20.21447736008657969364322 0.3896000000000000018651747 0.5060000000000000053290705 0.5060000000000000053290705 0.3896000000000000018651747 0.8757700205338808663313444 0 0.3896000000000000018651747 23.08194718490542740596538 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8039215686274510108688673 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.9837793355855422028355406 0.9215686274509804487564679 1 -0.501029100617868650147102 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="19.80182308023439929911547 0.3924000000000000265565347 0.5060000000000000053290705 0.5060000000000000053290705 0.3924000000000000265565347 0.869520897043832841077915 0 0.3924000000000000265565347 22.77325725874554152028395 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 1 1 -0.4823529411764705399079389 0.9766049892641603946685791 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.9500361126847565174102783 1 1 1 -0.4823529411764705399079389 0.9766049892641603946685791 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 0.9911544019946965100587022 1 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.9721735627540657453948825 1 0.9911544019946965100587022 1 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -0.9969304462863226579116827 -0.8901960784313724950322921" Chromosome2="1 1 0.9714585150622071507697797 0.9911544019946965100587022 1 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.9721735627540657453948825 1 1 1 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9830330219344202147269129 -1 -1 -1 -1 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="0.996883189866700769599106 0.9721735627540657453948825 1 0.9911544019946965100587022 1 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="18.1381890470015036953555 0.4875999999999999778843573 0.5060000000000000053290705 0.5060000000000000053290705 0.4875999999999999778843573 0.8219852337981952139500663 0 0.4875999999999999778843573 22.0663198086774805517507 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9921568627450980670801073 -0.9294117647058823816763606 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.5529411764705882692538808 -0.4745098039215686069880462 1 -0.8588235294117647633527213" Performance="17.36631588736782205728559 0.5664000000000000145661261 0.5060000000000000053290705 0.5060000000000000053290705 0.5664000000000000145661261 0.7959039548022598387078119 0 0.5664000000000000145661261 21.81961250799719209680916 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="19.85999999999999943156581">
<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="-1 -0.9682880286769620648001933 -0.9895994245876059691724436 -0.8810574235218071592612432 -0.9921568627450980670801073 -0.9034239188347961135860942 -0.9749070965400596922023624 -0.9549618755333788566730391" Chromosome2="1 1 0.9896137194794624170057773 -0.5163929888838597603850644 -0.4901960784313725838501341 -0.5313361431380696497939198 -0.3357760726557332264796685 -0.8331235483231170801943222" Performance="29.33287606544573478117854 0.331199999999999994404476 0.4904000000000000025757174 0.5096000000000000529354338 0.331199999999999994404476 1 0 0.331199999999999994404476 29.33287606544573478117854 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9830626994896103365562112 -0.9682880286769620648001933 -1 -0.8735509541629591367950525 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9749070965400596922023624 -0.9549618755333788566730391" Chromosome2="0.9852481542391257063329135 1 1 -0.5147357203846775197675356 -0.4901960784313725838501341 -0.5137254901960783826098123 -0.3357760726557332264796685 -0.8331235483231170801943222" Performance="29.01228855914034099328092 0.3240000000000000102140518 0.4904000000000000025757174 0.5096000000000000529354338 0.3240000000000000102140518 1 0 0.3240000000000000102140518 29.01228855914034099328092 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9682880286769620648001933 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.9034239188347961135860942 -0.9749070965400596922023624 -0.9549618755333788566730391" Chromosome2="1 1 1 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.5313361431380696497939198 -0.3357760726557332264796685 -0.8331235483231170801943222" Performance="28.95851225978577758723986 0.322799999999999975841547 0.4904000000000000025757174 0.5096000000000000529354338 0.322799999999999975841547 1 0 0.322799999999999975841547 28.95851225978577758723986 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9926189492586292573150786 -0.9682880286769620648001933 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9749070965400596922023624 -0.9549618755333788566730391" Chromosome2="1 1 0.9778719413547943828390885 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.5137254901960783826098123 -0.3357760726557332264796685 -0.8331235483231170801943222" Performance="28.68811873593058692222257 0.3168000000000000260236277 0.4904000000000000025757174 0.5096000000000000529354338 0.3168000000000000260236277 1 0 0.3168000000000000260236277 28.68811873593058692222257 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -0.9692808763199561861156894 -0.8534205020868523838828423 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9921568627450980670801073 -1" Chromosome2="1 1 1 -0.5167683527203950077932859 -0.4901960784313725838501341 -0.5137254901960783826098123 -0.3254901960784313263985723 -0.828312661350588008701834" Performance="28.2684924820981642312745 0.3075999999999999845456955 0.4904000000000000025757174 0.5096000000000000529354338 0.3075999999999999845456955 1 0 0.3075999999999999845456955 28.2684924820981642312745 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9838993872205415991416544 -1 -0.9692808763199561861156894 -0.8534205020868523838828423 -0.9921568627450980670801073 -0.9137254901960784048142727 -0.9921568627450980670801073 -1" Chromosome2="0.9794711288823573225315045 1 1 -0.5167683527203950077932859 -0.4901960784313725838501341 -0.5137254901960783826098123 -0.3254901960784313263985723 -0.828312661350588008701834" Performance="28.2684924820981642312745 0.3075999999999999845456955 0.4904000000000000025757174 0.5096000000000000529354338 0.3075999999999999845456955 1 0 0.3075999999999999845456955 28.2684924820981642312745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8934541120360620647389283 -0.9886957569437664350431305 -0.792178386345940843682456 -0.950753390892512317833507 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5960049533507892904893311 1 -0.6321459231148496282770566 1 -0.8274509803921568096285455" Performance="25.3739847351588956314572 0.427200000000000024158453 0.5096000000000000529354338 0.5096000000000000529354338 0.427200000000000024158453 0.9279026217228464323838466 0 0.427200000000000024158453 27.34552542598355273639754 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9820802222584953389272755 -1 -1 -0.8934541120360620647389283 -0.9886957569437664350431305 -0.792178386345940843682456 -0.950753390892512317833507 -0.8901960784313724950322921" Chromosome2="0.9918815057372322163686817 1 1 -0.5960049533507892904893311 1 -0.6321459231148496282770566 1 -0.8274509803921568096285455" Performance="25.3739847351588956314572 0.427200000000000024158453 0.5096000000000000529354338 0.5096000000000000529354338 0.427200000000000024158453 0.9279026217228464323838466 0 0.427200000000000024158453 27.34552542598355273639754 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9820802222584953389272755 -0.9838248898203556525032809 -1 -0.8934541120360620647389283 -0.9886957569437664350431305 -0.792178386345940843682456 -0.950753390892512317833507 -0.8901960784313724950322921" Chromosome2="0.9918815057372322163686817 1 1 -0.5960049533507892904893311 1 -0.6321459231148496282770566 1 -0.8274509803921568096285455" Performance="25.3739847351588956314572 0.427200000000000024158453 0.5096000000000000529354338 0.5096000000000000529354338 0.427200000000000024158453 0.9279026217228464323838466 0 0.427200000000000024158453 27.34552542598355273639754 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4520825003876405290270668 -1 0.8110059485190055372783036 -1 -0.9712510327236207885448493 -0.7878722076103383820111503 -0.9867637313674298971122312 -0.8901960784313724950322921" Chromosome2="0.1381041985443409725320407 1 0.8996390972973085098374213 1 0.9841524086772434065650828 -0.6071148902809127001489742 1 -0.8274509803921568096285455" Performance="25.19152501317148562520742 0.4268000000000000127009514 0.5096000000000000529354338 0.5096000000000000529354338 0.4268000000000000127009514 0.9259606373008434365701191 0 0.4268000000000000127009514 27.20582711442710177607296 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4520825003876405290270668 -0.9778089621295668054656858 0.8039215686274510108688673 -0.8585459039359721877815446 -0.9906527274216596623546138 -0.7878722076103383820111503 -0.9665892831669388174375968 -0.8901960784313724950322921" Chromosome2="0.1381041985443409725320407 0.9815943559044844057837054 0.9215686274509804487564679 -0.5978703724127684138167638 1 -0.6071148902809127001489742 1 -0.8274509803921568096285455" Performance="26.10845791322238440557157 0.355200000000000015720758 0.5096000000000000529354338 0.5096000000000000529354338 0.355200000000000015720758 0.9639639639639639989709963 0 0.355200000000000015720758 27.08447503147368706777343 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9042273580124778886712988 -1 -0.7906256087221243955553973 -0.9702513717735806730857462 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 0.996054417983281870085932 -0.6049870983214773456637658 0.9604048775018829697813771 -0.6228785020924236803807617 0.962939098063442466823858 -0.8274509803921568096285455" Performance="24.86255690229970483073885 0.4304000000000000047961635 0.5096000000000000529354338 0.5096000000000000529354338 0.4304000000000000047961635 0.9210037174721189545678612 0 0.4304000000000000047961635 26.99506682832944903793759 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4520825003876405290270668 -1 0.8039215686274510108688673 -0.8585459039359721877815446 -1 -0.7878722076103383820111503 -1 -0.8901960784313724950322921" Chromosome2="0.1381041985443409725320407 1 0.9215686274509804487564679 -0.5978703724127684138167638 1 -0.6071148902809127001489742 1 -0.8274509803921568096285455" Performance="25.95477215317288255391759 0.35599999999999998312461 0.5096000000000000529354338 0.5096000000000000529354338 0.35599999999999998312461 0.9617977528089887151452331 0 0.35599999999999998312461 26.98568600037834741556253 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4520825003876405290270668 -1 0.8039215686274510108688673 -0.8585459039359721877815446 -1 -0.7878722076103383820111503 -0.9867637313674298971122312 -0.8901960784313724950322921" Chromosome2="0.1381041985443409725320407 1 0.9215686274509804487564679 -0.5978703724127684138167638 1 -0.6071148902809127001489742 1 -0.8274509803921568096285455" Performance="25.95477215317288255391759 0.35599999999999998312461 0.5096000000000000529354338 0.5096000000000000529354338 0.35599999999999998312461 0.9617977528089887151452331 0 0.35599999999999998312461 26.98568600037834741556253 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4520825003876405290270668 -1 0.8039215686274510108688673 -0.8585459039359721877815446 -0.9906527274216596623546138 -0.7878722076103383820111503 -0.9867637313674298971122312 -0.8901960784313724950322921" Chromosome2="0.1381041985443409725320407 1 0.9215686274509804487564679 -0.5978703724127684138167638 1 -0.6071148902809127001489742 1 -0.8274509803921568096285455" Performance="25.95477215317288255391759 0.35599999999999998312461 0.5096000000000000529354338 0.5096000000000000529354338 0.35599999999999998312461 0.9617977528089887151452331 0 0.35599999999999998312461 26.98568600037834741556253 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.8996905698543882223816581 -0.985122729757082815638114 -0.9812785984979180975429358" Chromosome2="1 1 1 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.537408839699055285166196 -0.3481664700702213344207792 -0.8062423500613074001108771" Performance="26.64095756353589905529589 0.2731999999999999984012788 0.4904000000000000025757174 0.5096000000000000529354338 0.2731999999999999984012788 1 0 0.2731999999999999984012788 26.64095756353589905529589 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.8902848355799802826382461 -0.9884474896225512452474504 -0.9812785984979180975429358" Chromosome2="0.9948270187733021518994292 1 1 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.5239911433435664456226277 -0.3297358424345706584546178 -0.8062423500613074001108771" Performance="26.5236820525506189483167 0.2707999999999999851674204 0.4904000000000000025757174 0.5096000000000000529354338 0.2707999999999999851674204 1 0 0.2707999999999999851674204 26.5236820525506189483167 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9331680228391895370876341 -1 -0.7906256087221243955553973 -0.9702513717735806730857462 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 1 -0.5816153210605511381103838 0.9604048775018829697813771 -0.6228785020924236803807617 0.962939098063442466823858 -0.8274509803921568096285455" Performance="23.74895083822699959341662 0.4375999999999999889865876 0.5096000000000000529354338 0.5096000000000000529354338 0.4375999999999999889865876 0.9058500914076782484229966 0 0.4375999999999999889865876 26.21730798892062352933863 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9768144812212505856408029 -0.902425268600736796287265 -1 -0.7972400121216756119224556 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9978372666762390652550607 -0.5791494240369536861123834 0.9763732754415080927756776 -0.6510477385034069142122348 1 -0.8274509803921568096285455" Performance="23.62829065202409140056261 0.4384000000000000119015908 0.5096000000000000529354338 0.5096000000000000529354338 0.4384000000000000119015908 0.9041970802919707672629102 0 0.4384000000000000119015908 26.13179268881776451394217 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9768144812212505856408029 -0.902425268600736796287265 -1 -0.7972400121216756119224556 -0.9874115700980550247578549 -0.8901960784313724950322921" Chromosome2="1 1 0.9978372666762390652550607 -0.5791494240369536861123834 0.9763732754415080927756776 -0.6510477385034069142122348 1 -0.8274509803921568096285455" Performance="23.62829065202409140056261 0.4384000000000000119015908 0.5096000000000000529354338 0.5096000000000000529354338 0.4384000000000000119015908 0.9041970802919707672629102 0 0.4384000000000000119015908 26.13179268881776451394217 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.9838993872205415991416544 -1 -0.9692808763199561861156894 -1 -0.9921568627450980670801073 -0.8755559928593558138842923 -0.9921568627450980670801073 -1" Chromosome2="0.9794711288823573225315045 1 1 1 -0.4901960784313725838501341 -0.462317790787331317492459 -0.3254901960784313263985723 -0.828312661350588008701834" Performance="25.8691651024827322657984 0.2575999999999999956479257 0.4904000000000000025757174 0.5096000000000000529354338 0.2575999999999999956479257 1 0 0.2575999999999999956479257 25.8691651024827322657984 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -0.9355356763713364998125144" Chromosome2="1 1 1 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.5137254901960783826098123 1 -0.8016251654999848597071832" Performance="25.68776630389500326145935 0.2540000000000000035527137 0.4904000000000000025757174 0.5096000000000000529354338 0.2540000000000000035527137 1 0 0.2540000000000000035527137 25.68776630389500326145935 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8814718615312830962693624 -1 -0.7803921568627451010868867 -0.9702513717735806730857462 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 1 -0.5477007657361681047802904 1 -0.6235294117647058875775201 0.962939098063442466823858 -0.8274509803921568096285455" Performance="22.04116808777140334996147 0.4408000000000000251354493 0.5096000000000000529354338 0.5096000000000000529354338 0.4408000000000000251354493 0.8847549909255898459292666 0 0.4408000000000000251354493 24.91217152074265328565161 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9592154128715777439140311 -1 -1 -0.8761958293233286232393198 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -0.9405189190889080563806601" Chromosome2="0.9633807894320060016823959 1 1 -0.5080252535294229598861193 -0.4901960784313725838501341 -0.5137254901960783826098123 1 -0.7891684564078124131114578" Performance="24.90729958453547254748628 0.2388000000000000122568622 0.4904000000000000025757174 0.5096000000000000529354338 0.2388000000000000122568622 1 0 0.2388000000000000122568622 24.90729958453547254748628 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.857590183063793976003808 -0.9738169240195360121248314 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="0.9928619511026356425631434 1 1 -0.541488539159319604010534 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="21.30978402152794970447758 0.4460000000000000075495166 0.5096000000000000529354338 0.5096000000000000529354338 0.4460000000000000075495166 0.8744394618834080423752653 0 0.4460000000000000075495166 24.36965044513196332331972 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8723172608126431581965221 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 1 -0.6039182184631869398927506 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="21.94443025245102063536251 0.3719999999999999973354647 0.5096000000000000529354338 0.5096000000000000529354338 0.3719999999999999973354647 0.9064516129032258451303505 0 0.3719999999999999973354647 24.20915792975023350663832 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9592154128715777439140311 -1 -0.9775457126260908014003803 -0.8761958293233286232393198 -0.9804551217409870345065315 -1 -1 -0.9405189190889080563806601" Chromosome2="0.9633807894320060016823959 1 0.9759219892805924834178199 -0.5080252535294229598861193 -0.4706613284456245271947239 1 1 -0.7891684564078124131114578" Performance="24.14464973715404738641155 0.2243999999999999883648627 0.4904000000000000025757174 0.5096000000000000529354338 0.2243999999999999883648627 1 0 0.2243999999999999883648627 24.14464973715404738641155 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9592154128715777439140311 -1 -0.9775457126260908014003803 -0.8761958293233286232393198 -0.9804551217409870345065315 -1 -0.9933776845961498347392649 -0.9405189190889080563806601" Chromosome2="0.9633807894320060016823959 1 0.9759219892805924834178199 -0.5080252535294229598861193 -0.4706613284456245271947239 1 0.988568880789292392385903 -0.7891684564078124131114578" Performance="24.14464973715404738641155 0.2243999999999999883648627 0.4904000000000000025757174 0.5096000000000000529354338 0.2243999999999999883648627 1 0 0.2243999999999999883648627 24.14464973715404738641155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.857590183063793976003808 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="0.9928619511026356425631434 1 1 -0.541488539159319604010534 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="20.54784046098529159962709 0.4516000000000000014210855 0.5096000000000000529354338 0.5096000000000000529354338 0.4516000000000000014210855 0.8635961027457926819650424 0 0.4516000000000000014210855 23.79334551841271405692169 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9714129588943212212370781 -0.9151457848526219907014934 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 1 -0.5393857937131580904122075 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="20.44109971088128219207647 0.4524000000000000243360887 0.5096000000000000529354338 0.5096000000000000529354338 0.4524000000000000243360887 0.8620689655172413257133712 0 0.4524000000000000243360887 23.71167566462228748491725 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8811899405901504334082119 -1 -0.7803921568627451010868867 -0.950753390892512317833507 -0.8901960784313724950322921" Chromosome2="0.9926759386196351009346017 1 1 -0.5608797172053145985159972 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="20.98030106458494614685151 0.3780000000000000026645353 0.5096000000000000529354338 0.5096000000000000529354338 0.3780000000000000026645353 0.8920634920634921138926643 0 0.3780000000000000026645353 23.51884283040661216546141 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9797780842054635286331177 -0.9138895589858293533325195 0.8039215686274510108688673 -0.8651902388967979140588227 -0.9680021043647738521187307 -1 -0.9618224230295729926254467 -1" Chromosome2="0.9820975966285914182662964 1 0.9215686274509804487564679 -0.4908816605993020498743817 0.9152976723716539364517075 -0.08830294325107745923020275 -0.4488286664928584079881091 1" Performance="20.22518372211297688068043 0.394799999999999984279242 0.4904000000000000025757174 0.5096000000000000529354338 0.394799999999999984279242 0.8632218844984802519348932 0 0.394799999999999984279242 23.42987832596890740433082 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8476461103262327156926403 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 0.9045410671969875693321228 1 -0.5863355979576214682680302 0.988147137686610221862793 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="20.8548971406026169006509 0.3788000000000000255795385 0.5096000000000000529354338 0.5096000000000000529354338 0.3788000000000000255795385 0.8901795142555438689058178 0 0.3788000000000000255795385 23.42774328843496789431811 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.5606309571540822878077392 0.3019607843137255276388942 -1 -1 -1 -0.8024552607872322829152267 -0.9950028321687497401271116 -1" Chromosome2="-0.02716636755595025487508565 0.4901960784313725838501341 1 1 1 -0.5929324899234024170979751 -0.4406430671320241687638486 1" Performance="19.2926791372833434934364 0.4712000000000000077271523 0.5096000000000000529354338 0.5096000000000000529354338 0.4712000000000000077271523 0.842954159592529728151078 0 0.4712000000000000077271523 22.8869849181468048016086 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.5606309571540822878077392 0.3019607843137255276388942 -1 -1 -1 -0.8024552607872322829152267 -0.9950028321687497401271116 -1" Chromosome2="-0.02716636755595025487508565 0.4901960784313725838501341 1 1 1 -0.5929324899234024170979751 -0.4406430671320241687638486 0.9789380378535260662786754" Performance="19.2926791372833434934364 0.4712000000000000077271523 0.5096000000000000529354338 0.5096000000000000529354338 0.4712000000000000077271523 0.842954159592529728151078 0 0.4712000000000000077271523 22.8869849181468048016086 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9797780842054635286331177 -1 0.8039215686274510108688673 -0.8431372549019607864906334 -0.9680021043647738521187307 -1 -0.9843137254901961341602146 -1" Chromosome2="0.9820975966285914182662964 1 0.9215686274509804487564679 -0.4431372549019607642861729 0.9152976723716539364517075 -0.08830294325107745923020275 -0.4274509803921568984463875 1" Performance="19.37358056781698678605608 0.3788000000000000255795385 0.4904000000000000025757174 0.5096000000000000529354338 0.3788000000000000255795385 0.8574445617740232838954739 0 0.3788000000000000255795385 22.59455763266340611039595 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8811899405901504334082119 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5608797172053145985159972 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="19.52195102023583217487612 0.3876000000000000000888178 0.5096000000000000529354338 0.5096000000000000529354338 0.3876000000000000000888178 0.8699690402476780715090854 0 0.3876000000000000000888178 22.43982270297570735806403 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8811899405901504334082119 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5608797172053145985159972 0.9763732754415080927756776 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="19.52195102023583217487612 0.3876000000000000000888178 0.5096000000000000529354338 0.5096000000000000529354338 0.3876000000000000000888178 0.8699690402476780715090854 0 0.3876000000000000000888178 22.43982270297570735806403 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.8039215686274510108688673 -0.8431372549019607864906334 -1 -0.9507622302820285531410605 -0.9715503369188667193157016 -1" Chromosome2="1 1 0.9215686274509804487564679 -0.4431372549019607642861729 1 -0.1305969606007577055173385 -0.4491990983782920832112495 1" Performance="18.89534030640612627394148 0.3699999999999999955591079 0.4904000000000000025757174 0.5096000000000000529354338 0.3699999999999999955591079 0.8540540540540541014635778 0 0.3699999999999999955591079 22.12429086509578013419741 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7379244096963262222743651 -1 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9794299946028311998347249 1 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="18.21796043081794280737995 0.4699999999999999733546474 0.5096000000000000529354338 0.5096000000000000529354338 0.4699999999999999733546474 0.8297872340425531678675952 0 0.4699999999999999733546474 21.95497795508828886568153 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7379244096963262222743651 -0.9584533071500205281267881 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9794299946028311998347249 1 1 -0.6235294117647058875775201 1 -0.8274509803921568096285455" Performance="18.21796043081794280737995 0.4699999999999999733546474 0.5096000000000000529354338 0.5096000000000000529354338 0.4699999999999999733546474 0.8297872340425531678675952 0 0.4699999999999999733546474 21.95497795508828886568153 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7379244096963262222743651 -0.9584533071500205281267881 -1 -0.7803921568627451010868867 -0.9965977389013992437938327 -0.8901960784313724950322921" Chromosome2="1 1 0.9794299946028311998347249 1 1 -0.6235294117647058875775201 0.9810377627892313823210202 -0.8274509803921568096285455" Performance="18.21796043081794280737995 0.4699999999999999733546474 0.5096000000000000529354338 0.5096000000000000529354338 0.4699999999999999733546474 0.8297872340425531678675952 0 0.4699999999999999733546474 21.95497795508828886568153 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="20.08999999999999985789145">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="98" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -1 -1 -0.9843137254901961341602146 -0.8901960784313724950322921" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 1 1 -0.4588235294117647411482608 -0.6705882352941177071414813" Performance="27.79171497446433392042309 0.3059999999999999942268403 0.4975999999999999867661415 0.5023999999999999577227072 0.3059999999999999942268403 1 0 0.3059999999999999942268403 27.79171497446433392042309 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -0.9879257840615126573524662 -1 -1 -0.9843137254901961341602146 -0.8901960784313724950322921" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 1 1 -0.4588235294117647411482608 -0.6705882352941177071414813" Performance="27.79171497446433392042309 0.3059999999999999942268403 0.4975999999999999867661415 0.5023999999999999577227072 0.3059999999999999942268403 1 0 0.3059999999999999942268403 27.79171497446433392042309 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -1 -0.9835245081664700794732425 -0.9843137254901961341602146 -0.8901960784313724950322921" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 1 1 -0.4588235294117647411482608 -0.6941176470588235059011595" Performance="27.79171497446433392042309 0.3059999999999999942268403 0.4975999999999999867661415 0.5023999999999999577227072 0.3059999999999999942268403 1 0 0.3059999999999999942268403 27.79171497446433392042309 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 -1 -0.7568627450980391913049061 -0.960784313725490224378234 -1 -0.9472112989366454627315761 -0.8823529411764705621123994" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.6470588235294116863371983 1 -0.5727336209751779927401572 -0.866666666666666696272614" Performance="25.71898913122315377677296 0.3563999999999999945821116 0.5023999999999999577227072 0.5023999999999999577227072 0.3563999999999999945821116 0.9539842873176206383689646 0 0.3563999999999999945821116 26.95955213637627068123948 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="1 1 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="1 1 0.9838428440679972686311316 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9827489577280946742021683 -1 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="1 1 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9827489577280946742021683 -1 -0.8274509803921568096285455 -0.9939430319908552080576669 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="1 1 1 -0.5294117647058823594719001 0.9967566958469588067615064 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9791289904775718477836222 -0.9827489577280946742021683 -1 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="1 1 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9965367358798782326800847 -1 -1 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="0.9787049164788590438490701 1 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9902818731599204449267404 -0.5978407307217519228714764 -0.9990111892489162981334516 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -1 -0.8922898126492166959167207" Chromosome2="0.9896233378828543925109784 0.9423135649412870407104492 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9902818731599204449267404 -0.5978407307217519228714764 -0.9990111892489162981334516 -0.8274509803921568096285455 -1 -0.809387661121662049801273 -0.9961984038236550986766815 -0.8922898126492166959167207" Chromosome2="0.9896233378828543925109784 0.9423135649412870407104492 1 -0.5294117647058823594719001 1 -0.4782205927341636741978448 1 -0.8625795293125979590342922" Performance="22.82711208677731207217221 0.5223999999999999754862756 0.5023999999999999577227072 0.5023999999999999577227072 0.5223999999999999754862756 0.8667687595712098014288927 0 0.5223999999999999754862756 26.33587313191799594846998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3550366136327605115496908 -0.5978407307217519228714764 -1 -0.8274509803921568096285455 -0.960784313725490224378234 -0.9811255883070684191693545 -1 -0.8823529411764705621123994" Chromosome2="0.1239444616844183749693187 0.9423135649412870407104492 1 -0.5294117647058823594719001 -0.6470588235294116863371983 1 -0.5720291803201407176970861 -0.866666666666666696272614" Performance="24.39789531215001261443831 0.3635999999999999787725358 0.5023999999999999577227072 0.5023999999999999577227072 0.3635999999999999787725358 0.935093509350935048196618 0 0.3635999999999999787725358 26.0913962808757204925314 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3247740353835463222864632 -0.5978407307217519228714764 -0.9990111892489162981334516 -0.8274509803921568096285455 -0.960784313725490224378234 -1 -0.9882731096292075578801928 -0.8823529411764705621123994" Chromosome2="0.09809981837801733106640967 0.9423135649412870407104492 1 -0.5294117647058823594719001 -0.6470588235294116863371983 1 -0.5438970583702334993247973 -0.866666666666666696272614" Performance="24.25547158365717592687361 0.364400000000000001687539 0.5023999999999999577227072 0.5023999999999999577227072 0.364400000000000001687539 0.9330406147091108159941086 0 0.364400000000000001687539 25.99615836789610412438378 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3247740353835463222864632 -0.5978407307217519228714764 -0.9990111892489162981334516 -0.8274509803921568096285455 -0.960784313725490224378234 -0.9844735141689937574227542 -0.9882731096292075578801928 -0.8823529411764705621123994" Chromosome2="0.09809981837801733106640967 0.9423135649412870407104492 1 -0.5294117647058823594719001 -0.6470588235294116863371983 1 -0.5438970583702334993247973 -0.866666666666666696272614" Performance="24.25547158365717592687361 0.364400000000000001687539 0.5023999999999999577227072 0.5023999999999999577227072 0.364400000000000001687539 0.9330406147091108159941086 0 0.364400000000000001687539 25.99615836789610412438378 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1.295704363196658936985273 -1 0.8034649543599545751249025 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -1" Chromosome2="2.423087349408081792034864 1 0.9460174614481519084208117 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 1" Performance="23.32450563641750918009166 0.4312000000000000277111667 0.5023999999999999577227072 0.5023999999999999577227072 0.4312000000000000277111667 0.8979591836734693854893408 0 0.4312000000000000277111667 25.97501764055586193080671 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8034649543599545751249025 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -1" Chromosome2="1 1 0.9460174614481519084208117 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 1" Performance="23.32450563641750918009166 0.4312000000000000277111667 0.5023999999999999577227072 0.5023999999999999577227072 0.4312000000000000277111667 0.8979591836734693854893408 0 0.4312000000000000277111667 25.97501764055586193080671 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8034649543599545751249025 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -1" Chromosome2="1 1 0.9460174614481519084208117 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 0.9944570820109966957645042" Performance="23.32450563641750918009166 0.4312000000000000277111667 0.5023999999999999577227072 0.5023999999999999577227072 0.4312000000000000277111667 0.8979591836734693854893408 0 0.4312000000000000277111667 25.97501764055586193080671 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1.295704363196658936985273 -1 0.8034649543599545751249025 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -0.9879993371432647109031677" Chromosome2="2.423087349408081792034864 1 0.9460174614481519084208117 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 0.998670416115783110555526" Performance="23.32450563641750918009166 0.4312000000000000277111667 0.5023999999999999577227072 0.5023999999999999577227072 0.4312000000000000277111667 0.8979591836734693854893408 0 0.4312000000000000277111667 25.97501764055586193080671 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -1" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 1" Performance="23.26464521829795728535828 0.4315999999999999836575171 0.5023999999999999577227072 0.5023999999999999577227072 0.4315999999999999836575171 0.897126969416126018863622 0 0.4315999999999999836575171 25.93238862659451982040082 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.895173271111513457753972 -1" Chromosome2="0.9890799052806363844680959 0.5202809716687388785771873 0.9483437208434692955449918 0.965586525313556154337391 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5367192817685677574957026 1" Performance="23.26464521829795728535828 0.4315999999999999836575171 0.5023999999999999577227072 0.5023999999999999577227072 0.4315999999999999836575171 0.897126969416126018863622 0 0.4315999999999999836575171 25.93238862659451982040082 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 -1 -1 -0.960784313725490224378234 -0.7667918014073873411717841 -0.843778892586409368092859 -1" Chromosome2="1 0.4901960784313725838501341 1 1 -0.6470588235294116863371983 -0.4673370879506778541312428 -0.5527852530353793980566479 1" Performance="23.23101148901717394323896 0.3563999999999999945821116 0.5023999999999999577227072 0.5023999999999999577227072 0.3563999999999999945821116 0.9236812570145903622531591 0 0.3563999999999999945821116 25.15046322808542100801787 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 -1 -1 -0.960784313725490224378234 -0.7667918014073873411717841 -0.843778892586409368092859 -0.9965055661362617334120273" Chromosome2="1 0.4901960784313725838501341 1 1 -0.6470588235294116863371983 -0.4673370879506778541312428 -0.5527852530353793980566479 1" Performance="23.23101148901717394323896 0.3563999999999999945821116 0.5023999999999999577227072 0.5023999999999999577227072 0.3563999999999999945821116 0.9236812570145903622531591 0 0.3563999999999999945821116 25.15046322808542100801787 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3014141415229987241986009 0.7999717178297978126266798 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.9450980392156862475161461 -1" Chromosome2="1 0.5157560438572669214707389 0.9483437208434692955449918 1 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5764705882352940680135589 1" Performance="22.17450652366615315713716 0.4315999999999999836575171 0.5023999999999999577227072 0.5023999999999999577227072 0.4315999999999999836575171 0.8841519925857275197245144 0 0.4315999999999999836575171 25.07997121492219960714465 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -0.9450980392156862475161461 -0.9920826925663277506828308" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5764705882352940680135589 1" Performance="22.11670742060099570380771 0.4319999999999999951150187 0.5023999999999999577227072 0.5023999999999999577227072 0.4319999999999999951150187 0.883333333333333303727386 0 0.4319999999999999951150187 25.03778198558603307333215 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -0.973830875804026940834035 -0.960784313725490224378234 -0.7960012559375967411412489 -0.9450980392156862475161461 -0.9920826925663277506828308" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 -0.6470588235294116863371983 -0.4571397972798991182763473 -0.5764705882352940680135589 1" Performance="22.11670742060099570380771 0.4319999999999999951150187 0.5023999999999999577227072 0.5023999999999999577227072 0.4319999999999999951150187 0.883333333333333303727386 0 0.4319999999999999951150187 25.03778198558603307333215 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8274509803921568096285455 -0.9957612506865013424217636 -0.7803921568627451010868867 -1 -0.8922898126492166959167207" Chromosome2="1 1 1 -0.5294117647058823594719001 1 -0.4823529411764705399079389 1 -0.8625795293125979590342922" Performance="21.73451653121751547814711 0.4524000000000000243360887 0.5023999999999999577227072 0.5023999999999999577227072 0.4524000000000000243360887 0.8726790450928382236739367 0 0.4524000000000000243360887 24.90550982452584349857716 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8144122621050222665672891 -0.960784313725490224378234 -1 -1 -0.8823529411764705621123994" Chromosome2="0.1215686274509804043475469 1 0.9812268128359242780334171 -0.5299197394120068738132545 -0.6470588235294116863371983 1 1 -0.866666666666666696272614" Performance="22.02302092113709619525252 0.3775999999999999912070336 0.5023999999999999577227072 0.5023999999999999577227072 0.3775999999999999912070336 0.9004237288135593653137789 0 0.3775999999999999912070336 24.45850794065108146924103 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3062898570584193791432881 0.7999717178297978126266798 -1 -0.960784313725490224378234 -0.7960012559375967411412489 -1 -1" Chromosome2="1 0.5202809716687388785771873 0.9483437208434692955449918 1 -0.6470588235294116863371983 -0.4571397972798991182763473 1 1" Performance="20.38731588892052570827218 0.5300000000000000266453526 0.5023999999999999577227072 0.5023999999999999577227072 0.5300000000000000266453526 0.8369811320754716454928257 0 0.5300000000000000266453526 24.35815469145148526308731 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8449927664715705111220245 0.3019607843137255276388942 -1 -1 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -1" Chromosome2="-0.1743895810512898769673029 0.4901960784313725838501341 1 1 -0.6470588235294116863371983 -0.4823529411764705399079389 1 1" Performance="23.09448926878048879984817 0.2972000000000000197175609 0.5023999999999999577227072 0.5023999999999999577227072 0.2972000000000000197175609 0.9488559892328398692740166 0 0.2972000000000000197175609 24.33929861943816064240309 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8449927664715705111220245 0.3019607843137255276388942 -1 -1 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -1" Chromosome2="-0.1743895810512898769673029 0.4901960784313725838501341 1 0.9577977856955467439448171 -0.6470588235294116863371983 -0.4823529411764705399079389 1 1" Performance="23.09448926878048879984817 0.2972000000000000197175609 0.5023999999999999577227072 0.5023999999999999577227072 0.2972000000000000197175609 0.9488559892328398692740166 0 0.2972000000000000197175609 24.33929861943816064240309 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8449927664715705111220245 0.3019607843137255276388942 -1 -0.9634134056460526007725775 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -0.9923496068056141261592984" Chromosome2="-0.1743895810512898769673029 0.4901960784313725838501341 1 1 -0.6470588235294116863371983 -0.4823529411764705399079389 1 1" Performance="23.09448926878048879984817 0.2972000000000000197175609 0.5023999999999999577227072 0.5023999999999999577227072 0.2972000000000000197175609 0.9488559892328398692740166 0 0.2972000000000000197175609 24.33929861943816064240309 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.26915502234346982968205 -0.9930908352964453733591199 -0.8274509803921568096285455 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -0.8823529411764705621123994" Chromosome2="1 0.4618893493521079030017518 1 -0.5294117647058823594719001 -0.6470588235294116863371983 -0.4823529411764705399079389 1 -0.866666666666666696272614" Performance="22.93187999448650771228131 0.2979999999999999871214129 0.5023999999999999577227072 0.5023999999999999577227072 0.2979999999999999871214129 0.9463087248322147315704456 0 0.2979999999999999871214129 24.23297956864177038482921 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 -0.9990414350857617087342533 -0.7568627450980391913049061 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8823529411764705621123994" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.6470588235294116863371983 1 -0.5764705882352940680135589 -0.866666666666666696272614" Performance="22.64115032684290085285284 0.2943999999999999950262008 0.5023999999999999577227072 0.5023999999999999577227072 0.2943999999999999950262008 0.9442934782608695121197684 0 0.2943999999999999950262008 23.97681531015305722576159 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9227742366148067310049896 0.3019607843137255276388942 -1 -1 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -1" Chromosome2="-0.1401294177929943707283655 0.4901960784313725838501341 0.9844638354455431672462851 1 -0.6470588235294116863371983 -0.4823529411764705399079389 1 1" Performance="22.29313852374466264905095 0.3012000000000000232702746 0.5023999999999999577227072 0.5023999999999999577227072 0.3012000000000000232702746 0.936254980079681220495047 0 0.3012000000000000232702746 23.81096923174430202152507 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.4431372549019607642861729 0.2784313725490195068346111 -1 -0.8588235294117647633527213 -0.9843137254901961341602146 -0.8890225230731881866930166 -1 -0.8901960784313724950322921" Chromosome2="0.466666666666666563045851 0.5058823529411764496899195 1 -0.4431372549019607642861729 -0.6470588235294116863371983 -0.45831668057682384276319 1 -0.6862745098039215729812668" Performance="23.65045562873885742760649 0.2215999999999999914290782 0.4975999999999999867661415 0.5023999999999999577227072 0.2215999999999999914290782 1 0 0.2215999999999999914290782 23.65045562873885742760649 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.8096402694847938397160192 -0.8274509803921568096285455 -0.960784313725490224378234 -0.7803921568627451010868867 -1 -1" Chromosome2="1 0.4901960784313725838501341 0.9439438352374777130293637 -0.5294117647058823594719001 -0.6470588235294116863371983 -0.4823529411764705399079389 1 1" Performance="20.74975905742335768877638 0.3804000000000000158983937 0.5023999999999999577227072 0.5023999999999999577227072 0.3804000000000000158983937 0.8832807570977917466237272 0 0.3804000000000000158983937 23.49169150429716168559935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.8039215686274510108688673 -1 -0.8988455263044479170986278 -0.7937627802514960473345695 -0.9502221334714204825644401 -0.9936718479279549320892784" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 1 -0.63453660166478731419204 -0.4259159360569029773024852 -0.6156780174529343785394531 0.9703633949881599329856385" Performance="20.91795443138945742589385 0.35599999999999998312461 0.5023999999999999577227072 0.5023999999999999577227072 0.35599999999999998312461 0.8943820224719101208421534 0 0.35599999999999998312461 23.38816513057363977168279 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1.295704363196658936985273 0.1003473494933424664532495 2.902331196258220558092944 -0.3808968858004900259750514 1.033376849489397342196639 -1 -1 -4.768030526264704249683746" Chromosome2="2.423087349408081792034864 0.06078431533118167084950301 1.822128035910515642115115 0.185570843586234796029899 -0.7512520697087674559355719 1 1 3.044551951925631883000278" Performance="20.03652298797742048463988 0.4168000000000000038191672 0.4975999999999999867661415 0.5023999999999999577227072 0.4168000000000000038191672 0.8589251439539347110496692 0 0.4168000000000000038191672 23.32743793684075228611619 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.3019607843137255276388942 -1 -0.8274509803921568096285455 -1 -1 -1 -0.8823529411764705621123994" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 1 1 -0.866666666666666696272614" Performance="20.22972972046200723639231 0.3891999999999999904076731 0.5023999999999999577227072 0.5023999999999999577227072 0.3891999999999999904076731 0.8735868448098663696654853 0 0.3891999999999999904076731 23.15709060942297981000593 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="22.33999999999999985789145">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.7886506535456168087705464 -1 -1 -0.8361642061030333250570834 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 -0.4353943787186461689131534 -0.5454863109300155388226017 1 -0.5721236199363135543904946 -0.866666666666666696272614" Performance="26.06806785849245500230609 0.4183999999999999941380224 0.5195999999999999507949155 0.5195999999999999507949155 0.4183999999999999941380224 0.945506692160611894593103 0 0.4183999999999999941380224 27.5704741961406547545721 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.7886506535456168087705464 -1 -1 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9840545339173958350187377 1 -0.4353943787186461689131534 -0.5321437471205729963230624 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.33296249025437774093916 0.4228000000000000091482377 0.5195999999999999507949155 0.5195999999999999507949155 0.4228000000000000091482377 0.935666982024597970735158 0 0.4228000000000000091482377 27.0747637534872360731697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8274509803921568096285455 -0.9774336245900485664606094 -1 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9785423197597264977076748 -0.4588235294117647411482608 -0.5656391605852592041614457 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.33296249025437774093916 0.4228000000000000091482377 0.5195999999999999507949155 0.5195999999999999507949155 0.4228000000000000091482377 0.935666982024597970735158 0 0.4228000000000000091482377 27.0747637534872360731697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.7886506535456168087705464 -1 -1 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9840545339173958350187377 1 -0.4353943787186461689131534 -0.5321437471205729963230624 0.9817597314274759678909277 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.33296249025437774093916 0.4228000000000000091482377 0.5195999999999999507949155 0.5195999999999999507949155 0.4228000000000000091482377 0.935666982024597970735158 0 0.4228000000000000091482377 27.0747637534872360731697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8274509803921568096285455 -0.9774336245900485664606094 -1 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9869290258378741187428318 0.9785423197597264977076748 -0.4588235294117647411482608 -0.5656391605852592041614457 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.33296249025437774093916 0.4228000000000000091482377 0.5195999999999999507949155 0.5195999999999999507949155 0.4228000000000000091482377 0.935666982024597970735158 0 0.4228000000000000091482377 27.0747637534872360731697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -1 -0.8274509803921568096285455 -0.9834277010813821107149124 -0.9752163238202532502540976 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9785423197597264977076748 -0.4588235294117647411482608 -0.5410917732051062634113237 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.2015397157120375482009 0.4235999999999999765520897 0.5195999999999999507949155 0.5195999999999999507949155 0.4235999999999999765520897 0.9338999055712936536721713 0 0.4235999999999999765520897 26.98526851257739878064967 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -0.9840996316908037222503935 -1 -0.8274509803921568096285455 -0.9834277010813821107149124 -0.9752163238202532502540976 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9902516159502898762667655 0.9785423197597264977076748 -0.4588235294117647411482608 -0.5410917732051062634113237 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="25.2015397157120375482009 0.4235999999999999765520897 0.5195999999999999507949155 0.5195999999999999507949155 0.4235999999999999765520897 0.9338999055712936536721713 0 0.4235999999999999765520897 26.98526851257739878064967 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.3411764705882351922383577 -1 -1 -0.9652198354341159358682489 -1 -0.8516364394677550242462871 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 -0.5138048680279372337764698 1 -0.5497411419078358507661619 -0.866666666666666696272614" Performance="24.94071539125824799043585 0.4252000000000000223820962 0.5195999999999999507949155 0.5195999999999999507949155 0.4252000000000000223820962 0.9303857008466603906171599 0 0.4252000000000000223820962 26.80685587553844229091737 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.3411764705882351922383577 -0.9812304497172590345144272 -1 -0.9652198354341159358682489 -1 -0.8516364394677550242462871 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 -0.5138048680279372337764698 1 -0.5497411419078358507661619 -0.866666666666666696272614" Performance="24.94071539125824799043585 0.4252000000000000223820962 0.5195999999999999507949155 0.5195999999999999507949155 0.4252000000000000223820962 0.9303857008466603906171599 0 0.4252000000000000223820962 26.80685587553844229091737 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.3411764705882351922383577 -1 -1 -0.9652198354341159358682489 -0.9807925885678201449735525 -0.8516364394677550242462871 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 -0.5138048680279372337764698 1 -0.5497411419078358507661619 -0.866666666666666696272614" Performance="24.94071539125824799043585 0.4252000000000000223820962 0.5195999999999999507949155 0.5195999999999999507949155 0.4252000000000000223820962 0.9303857008466603906171599 0 0.4252000000000000223820962 26.80685587553844229091737 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -1 -0.9652198354341159358682489 -1 -0.8412951379754987080161754 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 1 -0.5138048680279372337764698 1 -0.5334107776340202278220204 -0.866666666666666696272614" Performance="24.42702412626358210445687 0.4284000000000000030198066 0.5195999999999999507949155 0.5195999999999999507949155 0.4284000000000000030198066 0.9234360410830999565945376 0 0.4284000000000000030198066 26.4523183409790654252447 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -0.9845974969024631207048515 -1 -0.9652198354341159358682489 -1 -0.8412951379754987080161754 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9986298624426126480102539 1 -0.5138048680279372337764698 1 -0.5334107776340202278220204 -0.866666666666666696272614" Performance="24.42702412626358210445687 0.4284000000000000030198066 0.5195999999999999507949155 0.5195999999999999507949155 0.4284000000000000030198066 0.9234360410830999565945376 0 0.4284000000000000030198066 26.4523183409790654252447 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2570099536941258255851039 -1 -1 -0.9843137254901961341602146 -0.960784313725490224378234 -0.9919675287378372230406853 -0.8901960784313724950322921" Chromosome2="1 0.475009724058612525787737 1 1 -0.5999999999999999777955395 -0.4117647058823529215842996 -0.5471665706473759493988496 -0.866666666666666696272614" Performance="23.24807304376754757413437 0.4359999999999999986677324 0.5195999999999999507949155 0.5195999999999999507949155 0.4359999999999999986677324 0.9073394495412844262816066 0 0.4359999999999999986677324 25.6222443050623098770302 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9723842228678140076070235 0.3326396551730036454941342 0.8098488822141114429342679 -1 -0.960784313725490224378234 -0.8143387225373880378143099 -1 -0.8901960784313724950322921" Chromosome2="0.9441820733023412737239255 0.4582601098620257551452539 0.9707658314545566380360242 0.9741903975872057142026961 -0.4980392156862745167700268 -0.534349991100618315620352 1 -0.866666666666666696272614" Performance="22.82774743178037724078422 0.4388000000000000233590924 0.5195999999999999507949155 0.5195999999999999507949155 0.4388000000000000233590924 0.9015496809480401108061187 0 0.4388000000000000233590924 25.32056514930543400510032 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 0.5123625614062076172317006 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.9357254917943670369240294 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9258304482560698600579485 -0.4588235294117647411482608 -0.5607843137254902021737735 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="23.55787095933141372938735 0.3659999999999999920063942 0.5195999999999999507949155 0.5195999999999999507949155 0.3659999999999999920063942 0.9355191256830600599059267 0 0.3659999999999999920063942 25.181602719378791022109 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9899476070021246965069395 -0.9244132855763802503190618 -0.9449104488916237887252692 -1 -1 -0.8811399833043561669043697" Chromosome2="1 1 1 0.988529301033570173551368 -0.4931530748997625668295086 1 -0.5531130299994757582027205 -0.8745783677945534462239152" Performance="23.36736406449520231376482 0.3483999999999999874766843 0.5195999999999999507949155 0.5195999999999999507949155 0.3483999999999999874766843 0.9402985074626866168756578 0 0.3483999999999999874766843 24.85100622732029407302434 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9899476070021246965069395 -0.9244132855763802503190618 -0.960784313725490224378234 -0.9902988210493741672024726 -1 -0.8811399833043561669043697" Chromosome2="1 1 1 0.988529301033570173551368 -0.4980392156862745167700268 0.9973912719897060075169293 -0.5531130299994757582027205 -0.8745783677945534462239152" Performance="23.14826059273972447272172 0.3496000000000000218491891 0.5195999999999999507949155 0.5195999999999999507949155 0.3496000000000000218491891 0.9370709382151030109042722 0 0.3496000000000000218491891 24.70278358736815604856929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9460742257667144050614638 -0.9924815248606013717846963 -0.9970083909907511143799752 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4730234680394340140985321 0.9864196996262044603298591 -0.5669134705807660212784072 -0.866666666666666696272614" Performance="21.95134905753456422417003 0.4447999999999999731770117 0.5195999999999999507949155 0.5195999999999999507949155 0.4447999999999999731770117 0.8893884892086331150906631 0 0.4447999999999999731770117 24.6813955025059996728487 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8117647058823529437887601 -1 -0.960784313725490224378234 -0.8317481059430188450320998 -0.9591940599753904228563783 -0.8901960784313724950322921" Chromosome2="1 1 0.9215686274509804487564679 1 -0.4980392156862745167700268 -0.5336457814020879597549651 -0.540862046765601789388711 -0.866666666666666696272614" Performance="22.72341788764996550753494 0.3708000000000000184741111 0.5195999999999999507949155 0.5195999999999999507949155 0.3708000000000000184741111 0.9234088457389427739840926 0 0.3708000000000000184741111 24.60818736197607492499628 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8261433843213452643539085 -1 -0.9511234891552918790935678 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="1 1 0.982526243132229915033804 1 -0.5067810283801392756686255 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.72308159976977393057496 0.4464000000000000190070182 0.5195999999999999507949155 0.5195999999999999507949155 0.4464000000000000190070182 0.8862007168458780892450477 0 0.4464000000000000190070182 24.51259763937620661522487 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9460742257667144050614638 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 1 -0.4730234680394340140985321 1 -0.5531130299994757582027205 -0.866666666666666696272614" Performance="21.609787122465711206587 0.4471999999999999864108702 0.5195999999999999507949155 0.5195999999999999507949155 0.4471999999999999864108702 0.8846153846153845812239069 0 0.4471999999999999864108702 24.42845500800471825186833 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 0.5058823529411764496899195 -0.846888691802105242345533 -1 -1 -0.8569174782866063599939821 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9294117647058823816763606 -0.449687150991592843318756 1 1 -0.5723673606486199272325166 -0.866666666666666696272614" Performance="22.25012564700378803195235 0.37359999999999998765432 0.5195999999999999507949155 0.5195999999999999507949155 0.37359999999999998765432 0.9164882226980728407994548 0 0.37359999999999998765432 24.27759036717469243171763 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 -0.8349565720806519930619061 -1 -0.960784313725490224378234 -0.7960784313725490779489746 -0.8262157554144733406786827 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 1 -0.4980392156862745167700268 -0.5529411764705882692538808 -0.4093159581548260206318446 -0.866666666666666696272614" Performance="22.19311458874571485466731 0.3760000000000000008881784 0.5195999999999999507949155 0.5195999999999999507949155 0.3760000000000000008881784 0.9148936170212765839337976 0 0.3760000000000000008881784 24.25759036444298999413149 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -0.9845543271916754601846833 -0.8349565720806519930619061 -1 -0.960784313725490224378234 -0.7960784313725490779489746 -0.8262157554144733406786827 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 1 -0.4980392156862745167700268 -0.5529411764705882692538808 -0.4093159581548260206318446 -0.866666666666666696272614" Performance="22.19311458874571485466731 0.3760000000000000008881784 0.5195999999999999507949155 0.5195999999999999507949155 0.3760000000000000008881784 0.9148936170212765839337976 0 0.3760000000000000008881784 24.25759036444298999413149 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.8870575747945729228050027 1 1 1 -0.4980392156862745167700268 1 -0.5531130299994757582027205 -0.866666666666666696272614" Performance="21.32896974168882664457669 0.449199999999999988187227 0.5195999999999999507949155 0.5195999999999999507949155 0.449199999999999988187227 0.8806767586821014903719629 0 0.449199999999999988187227 24.21884026280743285042263 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9244132855763802503190618 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 0.988529301033570173551368 -0.4980392156862745167700268 1 -0.5531130299994757582027205 -0.866666666666666696272614" Performance="21.32896974168882664457669 0.449199999999999988187227 0.5195999999999999507949155 0.5195999999999999507949155 0.449199999999999988187227 0.8806767586821014903719629 0 0.449199999999999988187227 24.21884026280743285042263 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.8261433843213452643539085 -1 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.982526243132229915033804 1 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.32896974168882664457669 0.449199999999999988187227 0.5195999999999999507949155 0.5195999999999999507949155 0.449199999999999988187227 0.8806767586821014903719629 0 0.449199999999999988187227 24.21884026280743285042263 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.8870575747945729228050027 1 1 1 -0.4980392156862745167700268 0.9598338032090986127187193 -0.5531130299994757582027205 -0.866666666666666696272614" Performance="21.32896974168882664457669 0.449199999999999988187227 0.5195999999999999507949155 0.5195999999999999507949155 0.449199999999999988187227 0.8806767586821014903719629 0 0.449199999999999988187227 24.21884026280743285042263 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9859265101866589997570145 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.8870575747945729228050027 1 1 0.9864391276819838294542819 -0.4980392156862745167700268 0.9598338032090986127187193 -0.5531130299994757582027205 -0.866666666666666696272614" Performance="21.32896974168882664457669 0.449199999999999988187227 0.5195999999999999507949155 0.5195999999999999507949155 0.449199999999999988187227 0.8806767586821014903719629 0 0.449199999999999988187227 24.21884026280743285042263 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 0.3411764705882351922383577 -1 -0.794477134383484440149914 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.525286009760902228293844 1 0.9869582407176494820433277 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="21.0515633404898352409873 0.4511999999999999899635839 0.5195999999999999507949155 0.5195999999999999507949155 0.4511999999999999899635839 0.8767730496453900457254349 0 0.4511999999999999899635839 24.01027648945655812440236 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -0.7568627450980391913049061 -1 -1 -0.9833641905361354407233421 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 1 -0.5509323167633749518401487 -0.866666666666666696272614" Performance="21.06545738842599746476481 0.3615999999999999769961789 0.5195999999999999507949155 0.5195999999999999507949155 0.3615999999999999769961789 0.9059734513274336764609984 0 0.3615999999999999769961789 23.25173806976447110628214 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 0.8117647058823529437887601 -1 -0.960784313725490224378234 -0.8049414772983745081091911 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9215686274509804487564679 1 -0.4980392156862745167700268 -0.5496473585552510421337047 1 -0.866666666666666696272614" Performance="20.76122527748211155085301 0.3827999999999999736211009 0.5195999999999999507949155 0.5195999999999999507949155 0.3827999999999999736211009 0.8944618599791013258126782 0 0.3827999999999999736211009 23.21085583008222030798606 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3411764705882351922383577 -1 -0.7568627450980391913049061 -0.960784313725490224378234 -1 -0.8990311674158029120462743 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 1 -0.5155564531908274350513466 -0.866666666666666696272614" Performance="20.99926634015288939849597 0.3619999999999999884536805 0.5195999999999999507949155 0.5195999999999999507949155 0.3619999999999999884536805 0.9049723756906077332118343 0 0.3619999999999999884536805 23.20431750651815150376933 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8501358450631743002290364 -1 -0.960784313725490224378234 -0.7960784313725490779489746 -0.9450980392156862475161461 -1" Chromosome2="1 1 0.9461039398941466505021936 1 -0.4980392156862745167700268 -0.5529411764705882692538808 -0.5058823529411764496899195 1" Performance="20.59039795450546606048192 0.3860000000000000097699626 0.5195999999999999507949155 0.5195999999999999507949155 0.3860000000000000097699626 0.8911917098445595319944346 0 0.3860000000000000097699626 23.10434189081136935328686 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.8117647058823529437887601 -1 -1 -1 -0.9018915425986051559448242 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 1 1 1 -0.5629713101359474780593928 -0.866666666666666696272614" Performance="20.45039466556698926069657 0.3847999999999999753974578 0.5195999999999999507949155 0.5195999999999999507949155 0.3847999999999999753974578 0.8898128898128898622843508 0 0.3847999999999999753974578 22.98280335078906944090704 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.8117647058823529437887601 -0.9710503054613417450724455 -1 -1 -0.9018915425986051559448242 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9230866645950646098839343 0.9215686274509804487564679 0.8828110693191939528645662 1 1 -0.5629713101359474780593928 -0.866666666666666696272614" Performance="20.45039466556698926069657 0.3847999999999999753974578 0.5195999999999999507949155 0.5195999999999999507949155 0.3847999999999999753974578 0.8898128898128898622843508 0 0.3847999999999999753974578 22.98280335078906944090704 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -1 0.8117647058823529437887601 -0.9710503054613417450724455 -1 -0.9859457532755839803684239 -0.9018915425986051559448242 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.9230866645950646098839343 0.9215686274509804487564679 0.8828110693191939528645662 1 1 -0.5629713101359474780593928 -0.866666666666666696272614" Performance="20.45039466556698926069657 0.3847999999999999753974578 0.5195999999999999507949155 0.5195999999999999507949155 0.3847999999999999753974578 0.8898128898128898622843508 0 0.3847999999999999753974578 22.98280335078906944090704 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4352941176470588313662802 -0.9912138195877725488358578 0.8117647058823529437887601 -1 -1 -1 -0.9018915425986051559448242 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 1 1 1 -0.5629713101359474780593928 -0.866666666666666696272614" Performance="20.45039466556698926069657 0.3847999999999999753974578 0.5195999999999999507949155 0.5195999999999999507949155 0.3847999999999999753974578 0.8898128898128898622843508 0 0.3847999999999999753974578 22.98280335078906944090704 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="23.01000000000000156319402">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="93" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6291280155641442162206545 -0.960784313725490224378234 -0.8407578832579447603023937 -0.9911492345306802675963809 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9772064724437347082997007 -0.5298989257965686094919988 -0.4980392156862745167700268 -0.4565760312017563826714195 1 -0.866666666666666696272614" Performance="25.73549289114885141316336 0.427999999999999991562305 0.5028000000000000246913601 0.5028000000000000246913601 0.427999999999999991562305 0.9271028037383177711205917 0 0.427999999999999991562305 27.75904979186418586323271 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9725744669124776198287918 -0.8173519443623186164771255 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9826073951305861475802317 -0.5294117647058823594719001 -0.5115700342345471662852674 -0.4610847953536540977381719 0.8200259325094521045684814 -0.866666666666666696272614" Performance="25.60666192592263357141746 0.4288000000000000144773082 0.5028000000000000246913601 0.5028000000000000246913601 0.4288000000000000144773082 0.925373134328358215583421 0 0.4288000000000000144773082 27.67171530704542803391632 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8407578832579447603023937 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4565760312017563826714195 1 -0.866666666666666696272614" Performance="25.54249136655970175979746 0.4292000000000000259348099 0.5028000000000000246913601 0.5028000000000000246913601 0.4292000000000000259348099 0.924510717614165922206837 0 0.4292000000000000259348099 27.62811818177274147956268 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8407578832579447603023937 -0.9911492345306802675963809 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4565760312017563826714195 1 -0.866666666666666696272614" Performance="25.54249136655970175979746 0.4292000000000000259348099 0.5028000000000000246913601 0.5028000000000000246913601 0.4292000000000000259348099 0.924510717614165922206837 0 0.4292000000000000259348099 27.62811818177274147956268 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8173519443623186164771255 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4610847953536540977381719 0.8200259325094521045684814 -0.866666666666666696272614" Performance="25.54249136655970175979746 0.4292000000000000259348099 0.5028000000000000246913601 0.5028000000000000246913601 0.4292000000000000259348099 0.924510717614165922206837 0 0.4292000000000000259348099 27.62811818177274147956268 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.991584579292011492057668 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8407578832579447603023937 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4565760312017563826714195 1 -0.866666666666666696272614" Performance="25.54249136655970175979746 0.4292000000000000259348099 0.5028000000000000246913601 0.5028000000000000246913601 0.4292000000000000259348099 0.924510717614165922206837 0 0.4292000000000000259348099 27.62811818177274147956268 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8417379093293531067132562 -1 -0.8877815196034954947634787" Chromosome2="0.1215686274509804043475469 1 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4488892103892330731618188 1 -0.8643367634830521062383468" Performance="25.35095278995106937713899 0.4304000000000000047961635 0.5028000000000000246913601 0.5028000000000000246913601 0.4304000000000000047961635 0.9219330855018587067561953 0 0.4304000000000000047961635 27.49760605039047689501785 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -0.9903901802143082466756141 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8417379093293531067132562 -1 -0.8877815196034954947634787" Chromosome2="0.1215686274509804043475469 1 1 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4488892103892330731618188 1 -0.8643367634830521062383468" Performance="25.35095278995106937713899 0.4304000000000000047961635 0.5028000000000000246913601 0.5028000000000000246913601 0.4304000000000000047961635 0.9219330855018587067561953 0 0.4304000000000000047961635 27.49760605039047689501785 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9843137254901961341602146 -1 -0.9764705882352940902180194 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.6078431372549020217377347 1 -0.4666666666666666740681535 -0.866666666666666696272614" Performance="25.16086244059775722803352 0.4315999999999999836575171 0.5028000000000000246913601 0.5028000000000000246913601 0.4315999999999999836575171 0.9193697868396663031020921 0 0.4315999999999999836575171 27.36751065867437660017458 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4237482584582670797068715 0.8082010107607964233267239 -0.6549019607843137302793934 -0.9735064582701034030520759 -0.9671662637949012264471094 -1 -0.8901960784313724950322921" Chromosome2="1 0.4950577842962238794832786 0.9592034375112431510146394 -0.5294117647058823594719001 -0.5264805066222950635790312 0.9744309855685903132282988 1 -0.866666666666666696272614" Performance="24.84722408347553113117101 0.4335999999999999854338739 0.5028000000000000246913601 0.5028000000000000246913601 0.4335999999999999854338739 0.915129151291512954458085 0 0.4335999999999999854338739 27.15160373637850454997533 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9120310025541468190724004 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9877091781236231327056885 -0.5294117647058823594719001 -0.4422717366767403568417194 1 -0.4514193103212834068393988 -0.866666666666666696272614" Performance="24.78496847271014758007368 0.4339999999999999968913755 0.5028000000000000246913601 0.5028000000000000246913601 0.4339999999999999968913755 0.9142857142857142571656937 0 0.4339999999999999968913755 27.10855926702672391570559 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9983102499702622978361433 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.5714075738971499118790121 1 1 -0.866666666666666696272614" Performance="24.59913633610798200379577 0.4351999999999999757527291 0.5028000000000000246913601 0.5028000000000000246913601 0.4351999999999999757527291 0.9117647058823529215842996 0 0.4351999999999999757527291 26.97969791702165665014945 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -0.961500525423416907422336 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 1 -0.4743172560763709300069024 -0.866666666666666696272614" Performance="24.59913633610798200379577 0.4351999999999999757527291 0.5028000000000000246913601 0.5028000000000000246913601 0.4351999999999999757527291 0.9117647058823529215842996 0 0.4351999999999999757527291 26.97969791702165665014945 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8082010107607964233267239 -0.6549019607843137302793934 -0.9735064582701034030520759 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9592034375112431510146394 -0.5294117647058823594719001 -0.5264805066222950635790312 1 1 -0.866666666666666696272614" Performance="24.53750212868292379653212 0.4355999999999999872102308 0.5028000000000000246913601 0.5028000000000000246913601 0.4355999999999999872102308 0.9109274563820017878157387 0 0.4355999999999999872102308 26.93683449408841212857624 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8082010107607964233267239 -0.6549019607843137302793934 -0.9735064582701034030520759 -1 -0.995499773416668176651001 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9592034375112431510146394 -0.5294117647058823594719001 -0.5264805066222950635790312 1 0.994858503419285056246224 -0.866666666666666696272614" Performance="24.53750212868292379653212 0.4355999999999999872102308 0.5028000000000000246913601 0.5028000000000000246913601 0.4355999999999999872102308 0.9109274563820017878157387 0 0.4355999999999999872102308 26.93683449408841212857624 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9338882066930334069354558 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9454250783349077424944085 -0.5294117647058823594719001 -0.4980392156862745167700268 1 1 -0.866666666666666696272614" Performance="24.47602198219844638060749 0.4359999999999999986677324 0.5028000000000000246913601 0.5028000000000000246913601 0.4359999999999999986677324 0.9100917431192661055661119 0 0.4359999999999999986677324 26.89401608931079223907545 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 0.9972442233854014181915204 1 -0.866666666666666696272614" Performance="24.47602198219844638060749 0.4359999999999999986677324 0.5028000000000000246913601 0.5028000000000000246913601 0.4359999999999999986677324 0.9100917431192661055661119 0 0.4359999999999999986677324 26.89401608931079223907545 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -0.9792752584604464960449377 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4980392156862745167700268 1 0.841435397853669941881094 -0.866666666666666696272614" Performance="24.47602198219844638060749 0.4359999999999999986677324 0.5028000000000000246913601 0.5028000000000000246913601 0.4359999999999999986677324 0.9100917431192661055661119 0 0.4359999999999999986677324 26.89401608931079223907545 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9926264189582850727688879 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 0.9296456360524254503019392 1 1 -0.866666666666666696272614" Performance="24.23163180535237160029283 0.4375999999999999889865876 0.5028000000000000246913601 0.5028000000000000246913601 0.4375999999999999889865876 0.9067641681901279504529612 0 0.4375999999999999889865876 26.72319072082207114249286 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8121226264424074026138101 -0.6549019607843137302793934 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9401652363877670559588751 -0.5294117647058823594719001 1 1 1 -0.866666666666666696272614" Performance="24.23163180535237160029283 0.4375999999999999889865876 0.5028000000000000246913601 0.5028000000000000246913601 0.4375999999999999889865876 0.9067641681901279504529612 0 0.4375999999999999889865876 26.72319072082207114249286 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8121226264424074026138101 -0.6549019607843137302793934 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9401652363877670559588751 -0.5294117647058823594719001 1 0.9941408501110142736933994 1 -0.866666666666666696272614" Performance="24.23163180535237160029283 0.4375999999999999889865876 0.5028000000000000246913601 0.5028000000000000246913601 0.4375999999999999889865876 0.9067641681901279504529612 0 0.4375999999999999889865876 26.72319072082207114249286 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.9095587142784909984172259 -0.9975421014692513743682412 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5275912374220214084985514 0.9554691056330357756820604 1 -0.866666666666666696272614" Performance="24.04993195604604849791031 0.4388000000000000233590924 0.5028000000000000246913601 0.5028000000000000246913601 0.4388000000000000233590924 0.9042844120328167312194978 0 0.4388000000000000233590924 26.59553967316785971775062 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -0.5137833198715073823592547 -0.6549019607843137302793934 -0.9489926346518365862792166 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 -0.5294117647058823594719001 -0.5654521223227136905720158 1 1 -0.866666666666666696272614" Performance="24.04993195604604849791031 0.4388000000000000233590924 0.5028000000000000246913601 0.5028000000000000246913601 0.4388000000000000233590924 0.9042844120328167312194978 0 0.4388000000000000233590924 26.59553967316785971775062 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.9095587142784909984172259 -0.9975421014692513743682412 -0.9964315359051643117282993 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5275912374220214084985514 0.9554691056330357756820604 0.9932219211765555000326344 -0.866666666666666696272614" Performance="24.04993195604604849791031 0.4388000000000000233590924 0.5028000000000000246913601 0.5028000000000000246913601 0.4388000000000000233590924 0.9042844120328167312194978 0 0.4388000000000000233590924 26.59553967316785971775062 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.9063907299056893629440879 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5118103640647646557226835 1 1 -0.866666666666666696272614" Performance="23.98966605770037574529852 0.4391999999999999793054428 0.5028000000000000246913601 0.5028000000000000246913601 0.4391999999999999793054428 0.9034608378870674361138526 0 0.4391999999999999793054428 26.5530779549949720319546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9695809811227402708055934 -0.6549019607843137302793934 -0.9063907299056893629440879 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5118103640647646557226835 1 1 -0.866666666666666696272614" Performance="23.98966605770037574529852 0.4391999999999999793054428 0.5028000000000000246913601 0.5028000000000000246913601 0.4391999999999999793054428 0.9034608378870674361138526 0 0.4391999999999999793054428 26.5530779549949720319546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9695809811227402708055934 -0.6549019607843137302793934 -0.9063907299056893629440879 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5118103640647646557226835 1 0.9863867549405943568885391 -0.866666666666666696272614" Performance="23.98966605770037574529852 0.4391999999999999793054428 0.5028000000000000246913601 0.5028000000000000246913601 0.4391999999999999793054428 0.9034608378870674361138526 0 0.4391999999999999793054428 26.5530779549949720319546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9837059862468213733421862 -1 -0.9695809811227402708055934 -0.6549019607843137302793934 -0.9063907299056893629440879 -1 -1 -0.8901960784313724950322921" Chromosome2="0.9996769337560094115247011 1 1 -0.5294117647058823594719001 -0.5118103640647646557226835 1 0.9863867549405943568885391 -0.866666666666666696272614" Performance="23.98966605770037574529852 0.4391999999999999793054428 0.5028000000000000246913601 0.5028000000000000246913601 0.4391999999999999793054428 0.9034608378870674361138526 0 0.4391999999999999793054428 26.5530779549949720319546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.9063907299056893629440879 -1 -0.9799070039350125105315215 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.5118103640647646557226835 1 0.9807356640696525129641259 -0.866666666666666696272614" Performance="23.98966605770037574529852 0.4391999999999999793054428 0.5028000000000000246913601 0.5028000000000000246913601 0.4391999999999999793054428 0.9034608378870674361138526 0 0.4391999999999999793054428 26.5530779549949720319546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3109538280204230398240384 -1 -0.5137833198715073823592547 -0.6549019607843137302793934 -0.9975680087537500684291558 -1 -0.9586645870585925877094269 -0.8901960784313724950322921" Chromosome2="0.05532565555882221208783278 1 1 -0.5294117647058823594719001 -0.5186615140646434474192006 0.8445525011047720909118652 0.9873588222544640302658081 -0.866666666666666696272614" Performance="23.39515075529287813083101 0.4431999999999999828581565 0.5028000000000000246913601 0.5028000000000000246913601 0.4431999999999999828581565 0.8953068592057761287961171 0 0.4431999999999999828581565 26.13087402909728851341242 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.9462934610342570440622012 -0.9975421014692513743682412 -0.9800413206401394905498137 -0.8901960784313724950322921" Chromosome2="1 1 0.9983339005282947375974345 -0.5294117647058823594719001 -0.4794769073831940398022766 0.9554691056330357756820604 0.9625383846734355541840955 -0.866666666666666696272614" Performance="23.16142301943225234595047 0.4447999999999999731770117 0.5028000000000000246913601 0.5028000000000000246913601 0.4447999999999999731770117 0.8920863309352518033534807 0 0.4447999999999999731770117 25.96320806210550813375448 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.9296805145726962926744363 1 1 -0.5294117647058823594719001 -0.4980392156862745167700268 1 1 -0.866666666666666696272614" Performance="23.10334930043997658799526 0.4451999999999999846345133 0.5028000000000000246913601 0.5028000000000000246913601 0.4451999999999999846345133 0.891284815813117692329115 0 0.4451999999999999846345133 25.92139896309445035171848 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -0.9975421014692513743682412 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9983339005282947375974345 -0.5294117647058823594719001 -0.4980392156862745167700268 0.9554691056330357756820604 1 -0.866666666666666696272614" Performance="23.10334930043997658799526 0.4451999999999999846345133 0.5028000000000000246913601 0.5028000000000000246913601 0.4451999999999999846345133 0.891284815813117692329115 0 0.4451999999999999846345133 25.92139896309445035171848 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -1 -0.6549019607843137302793934 -1 -1 -0.9586645870585925877094269 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 -0.5294117647058823594719001 -0.5146617505858079866243315 0.8445525011047720909118652 0.9873588222544640302658081 -0.866666666666666696272614" Performance="22.98762845953957167921544 0.4460000000000000075495166 0.5028000000000000246913601 0.5028000000000000246913601 0.4460000000000000075495166 0.8896860986547084904074723 0 0.4460000000000000075495166 25.83790900442199856001935 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9973838801814031151948825 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -0.7898626741204269885443523 -0.9538314773343088415202828 -0.8901960784313724950322921" Chromosome2="0.9819412330236239050407221 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 -0.4452459040616006946677885 -0.4960993612026308730023061 -0.866666666666666696272614" Performance="23.94821956010645536139236 0.3603999999999999981348253 0.5028000000000000246913601 0.5028000000000000246913601 0.3603999999999999981348253 0.9311875693673695719709826 0 0.3603999999999999981348253 25.71793304369000665587919 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -0.7898626741204269885443523 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 -0.4452459040616006946677885 -0.4823529411764705399079389 -0.866666666666666696272614" Performance="23.73598302891439004724816 0.3615999999999999769961789 0.5028000000000000246913601 0.5028000000000000246913601 0.3615999999999999769961789 0.9280973451327433343394091 0 0.3615999999999999769961789 25.57488517060620836218732 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2688209091281641427428895 0.4196078431372549655264947 -1 -1 -0.960784313725490224378234 -0.8022583221834079791889849 -1 -0.8901960784313724950322921" Chromosome2="0.1113690325751263282549886 0.4901960784313725838501341 1 1 -0.4980392156862745167700268 -0.4627877894642890010956648 1 -0.866666666666666696272614" Performance="22.473832794976875248949 0.4495999999999999996447286 0.5028000000000000246913601 0.5028000000000000246913601 0.4495999999999999996447286 0.8825622775800712194183006 0 0.4495999999999999996447286 25.46430248140524810196439 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -1 -0.8831478482887029635151066" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 1 1 -0.8635400238612019885309223" Performance="23.52565391488339585635003 0.3628000000000000113686838 0.5028000000000000246913601 0.5028000000000000246913601 0.3628000000000000113686838 0.9250275633958103815857044 0 0.3628000000000000113686838 25.43238152657835371428519 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -1 -0.8831478482887029635151066" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 0.9786964108546575280556112 1 -0.8635400238612019885309223" Performance="23.52565391488339585635003 0.3628000000000000113686838 0.5028000000000000246913601 0.5028000000000000246913601 0.3628000000000000113686838 0.9250275633958103815857044 0 0.3628000000000000113686838 25.43238152657835371428519 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9527664287553762045845929 -0.814621785463094605361789 -1 -1" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.5340888684806002206784115 -0.4667936064884125602070242 0.9263246425737937661537558 1" Performance="22.41743717452639472753617 0.4500000000000000111022302 0.5028000000000000246913601 0.5028000000000000246913601 0.4500000000000000111022302 0.8817777777777777714618423 0 0.4500000000000000111022302 25.42300082796592164413596 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.994135466337736195541197 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8212890934432838241363584 -1 -1" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9693623627535998821258545 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4527441626699530985433739 0.9263246425737937661537558 1" Performance="22.24907007982418249980583 0.4511999999999999899635839 0.5028000000000000246913601 0.5028000000000000246913601 0.4511999999999999899635839 0.8794326241134752253358897 0 0.4511999999999999899635839 25.29934581657427017375994 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.9497552684209997764241962 -0.8173519443623186164771255 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9826073951305861475802317 1 -0.4900755257884442106508516 -0.4610847953536540977381719 0.8200259325094521045684814 -0.866666666666666696272614" Performance="22.02647707120901898747434 0.4527999999999999802824391 0.5028000000000000246913601 0.5028000000000000246913601 0.4527999999999999802824391 0.8763250883392226242563083 0 0.4527999999999999802824391 25.13505246432319495397678 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.7098831869747734835129904 -0.6549019607843137302793934 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.915601812712898865953548 -0.5294117647058823594719001 1 1 1 -0.866666666666666696272614" Performance="22.45947419401816347317435 0.3800000000000000044408921 0.5028000000000000246913601 0.5028000000000000246913601 0.3800000000000000044408921 0.9052631578947368806709051 0 0.3800000000000000044408921 24.80988428408982926498538 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8196078431372548767086528 -0.6549019607843137302793934 -1 -0.9783115201443434161276969 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9215686274509804487564679 -0.5294117647058823594719001 1 1 1 -0.866666666666666696272614" Performance="22.00902016905456548556685 0.3827999999999999736211009 0.5028000000000000246913601 0.5028000000000000246913601 0.3827999999999999736211009 0.8986415882967606627573787 0 0.3827999999999999736211009 24.49143290905258041334491 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8117647058823529437887601 -0.6549019607843137302793934 -1 -1 -0.9884128617216684231649992 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9215686274509804487564679 -0.5294117647058823594719001 1 1 -0.4496679935463461230682469 -0.866666666666666696272614" Performance="21.94540191398873929529145 0.3831999999999999850786025 0.5028000000000000246913601 0.5028000000000000246913601 0.3831999999999999850786025 0.8977035490605428380561648 0 0.3831999999999999850786025 24.44615701581536271191908 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.7234205088864257282565973 -0.6549019607843137302793934 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9594748547738966015785422 -0.5294117647058823594719001 1 1 -0.4823529411764705399079389 -0.866666666666666696272614" Performance="22.03941041627642860589731 0.3715999999999999858779631 0.5028000000000000246913601 0.5028000000000000246913601 0.3715999999999999858779631 0.9031216361679225146374961 0 0.3715999999999999858779631 24.40359031790321964194845 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8285735335507813381639153 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9515140312354939400307785 1 -0.4980392156862745167700268 1 1 -0.866666666666666696272614" Performance="20.99795200223727320576472 0.4603999999999999759303648 0.5028000000000000246913601 0.5028000000000000246913601 0.4603999999999999759303648 0.8618592528236316274714568 0 0.4603999999999999759303648 24.36355116388618924361253 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9914676110732228986321957 0.4196078431372549655264947 -0.9993478111565521349035635 -1 -0.9921568627450980670801073 -0.9686274509803921572981267 -0.9764705882352940902180194 -0.8901960784313724950322921" Chromosome2="0.9805548459750740297735661 0.4901960784313725838501341 1 1 -0.3019607843137255276388942 -0.4039215686274509886644069 -0.4666666666666666740681535 -0.866666666666666696272614" Performance="20.99795200223727320576472 0.4603999999999999759303648 0.5028000000000000246913601 0.5028000000000000246913601 0.4603999999999999759303648 0.8618592528236316274714568 0 0.4603999999999999759303648 24.36355116388618924361253 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4237641415745190265340625 -1 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4802775980129233568405311 1 1 -0.4980392156862745167700268 1 1 -0.866666666666666696272614" Performance="20.99795200223727320576472 0.4603999999999999759303648 0.5028000000000000246913601 0.5028000000000000246913601 0.4603999999999999759303648 0.8618592528236316274714568 0 0.4603999999999999759303648 24.36355116388618924361253 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8117647058823529437887601 -1 -1 -0.7931728187237582217150589 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9215686274509804487564679 1 1 -0.4492676997948593653475768 1 -0.866666666666666696272614" Performance="21.63001208875707703782609 0.3851999999999999868549594 0.5028000000000000246913601 0.5028000000000000246913601 0.3851999999999999868549594 0.8930425752855659649043218 0 0.3851999999999999868549594 24.22058330403844550460235 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="24.61000000000000298427949">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9536708787083625349367821 -0.6549019607843137302793934 -1 -1 -0.9859695620041768471253363 -0.8850439572451160863408859" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 1 -0.5505917536141742285593637 -0.8578131628379969120246074" Performance="28.20848360917466024488931 0.3880000000000000115463195 0.4835999999999999743316437 0.4835999999999999743316437 0.3880000000000000115463195 0.956701030927835094352929 0 0.3880000000000000115463195 29.48516066907264843166558 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9536708787083625349367821 -0.6549019607843137302793934 -0.938491324073151278462035 -0.9878968338629132706074643 -0.9695810019135023827274722 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 0.9656609835635338034975916 0.9748343258704009750559294 -0.561199558214951488288591 -0.8588235294117647633527213" Performance="27.91671989218619387429499 0.3896000000000000018651747 0.4835999999999999743316437 0.4835999999999999743316437 0.3896000000000000018651747 0.9527720739219712742240631 0 0.3896000000000000018651747 29.30052281787645540589438 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9536708787083625349367821 -0.6549019607843137302793934 -0.938491324073151278462035 -1 -0.985670401233012971609071 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 0.9656609835635338034975916 1 -0.5549917385511974332601426 -0.8588235294117647633527213" Performance="27.84428420790482050506398 0.3900000000000000133226763 0.4835999999999999743316437 0.4835999999999999743316437 0.3900000000000000133226763 0.9517948717948717662906688 0 0.3900000000000000133226763 29.25450118826206846733839 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -0.9859695620041768471253363 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 1 -0.5505917536141742285593637 -0.8588235294117647633527213" Performance="27.34280999619553753632317 0.3927999999999999825028851 0.4835999999999999743316437 0.4835999999999999743316437 0.3927999999999999825028851 0.9450101832993890171863427 0 0.3927999999999999825028851 28.9338786813189834390414 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -0.9769423367248640799331838 -1 -0.9859695620041768471253363 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 0.9560057510104443823095721 1 -0.5505917536141742285593637 -0.8588235294117647633527213" Performance="27.34280999619553753632317 0.3927999999999999825028851 0.4835999999999999743316437 0.4835999999999999743316437 0.3927999999999999825028851 0.9450101832993890171863427 0 0.3927999999999999825028851 28.9338786813189834390414 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -0.9859695620041768471253363 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 0.9713038401969242841005325 -0.5505917536141742285593637 -0.8588235294117647633527213" Performance="27.34280999619553753632317 0.3927999999999999825028851 0.4835999999999999743316437 0.4835999999999999743316437 0.3927999999999999825028851 0.9450101832993890171863427 0 0.3927999999999999825028851 28.9338786813189834390414 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9536708787083625349367821 -0.6549019607843137302793934 -1 -0.9858841088101051308711931 -0.9859695620041768471253363 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 1 -0.5505917536141742285593637 -0.8588235294117647633527213" Performance="27.34280999619553753632317 0.3927999999999999825028851 0.4835999999999999743316437 0.4835999999999999743316437 0.3927999999999999825028851 0.9450101832993890171863427 0 0.3927999999999999825028851 28.9338786813189834390414 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2636746466735049310159411 0.4197885741101544665454526 -0.9969541650886336592307657 -0.9748807907677613515673443 -0.9921568627450980670801073 -0.8297522307152789267092885 -0.9450980392156862475161461 -1" Chromosome2="0.06914410021375205772642403 0.4625801766718450891424652 1 -0.5066500105590280300660311 -0.3411764705882353032606602 -0.4681455508419004596376567 -0.5058823529411764496899195 1" Performance="26.1966422647342511709212 0.4663999999999999812594353 0.4835999999999999743316437 0.4835999999999999743316437 0.4663999999999999812594353 0.9065180102915951776409997 0 0.4663999999999999812594353 28.89809354842018507270041 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -0.991751731629227584186026 -0.6549019607843137302793934 -0.960784313725490224378234 -0.8089259968552444668432599 -0.9515926272596926249747185 -0.8901960784313724950322921" Chromosome2="1 0.4823529411764706509302414 0.9796204903459810875432368 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4685829568228769281823531 -0.5207522619374133077130296 -0.8588235294117647633527213" Performance="27.13083926473981577487393 0.39400000000000001687539 0.4835999999999999743316437 0.4835999999999999743316437 0.39400000000000001687539 0.9421319796954314984560597 0 0.39400000000000001687539 28.79728090061284362377592 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -1 -1 -0.8818092079887932532855643" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 1 1 -0.8551934758803863001475065" Performance="26.57403948432737550433558 0.3971999999999999975131004 0.4835999999999999743316437 0.4835999999999999743316437 0.3971999999999999975131004 0.9345417925478348708523413 0 0.3971999999999999975131004 28.43536768096668509997471 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.4180439203875877529625882 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -1 -0.8817711436865376395388694" Chromosome2="0.9968766830163076075876916 0.4746132344099029953810032 1 -0.5294117647058823594719001 -0.4980392156862745167700268 1 1 -0.8535408449284533904943828" Performance="26.09671024689239615668157 0.4000000000000000222044605 0.4835999999999999743316437 0.4835999999999999743316437 0.4000000000000000222044605 0.9280000000000000470734562 0 0.4000000000000000222044605 28.12145500742715142905581 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -0.7960784313725490779489746 -0.9389114102380780035872476 -0.8901960784313724950322921" Chromosome2="1 0.4823529411764706509302414 1 -0.5294117647058823594719001 1 -0.4823529411764705399079389 -0.5136144396150069679762851 -0.8588235294117647633527213" Performance="24.67896131109653978796814 0.3331999999999999961808328 0.4835999999999999743316437 0.4835999999999999743316437 0.3331999999999999961808328 0.9387755102040816757025254 0 0.3331999999999999961808328 26.28845878790718160189499 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3176470588235293934786796 -1 -0.6549019607843137302793934 -1 -0.8045971536841330928879756 -1 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 -0.4659025872111536847874902 1 -0.8588235294117647633527213" Performance="23.29303941603845373720105 0.4176000000000000267341704 0.4835999999999999743316437 0.4835999999999999743316437 0.4176000000000000267341704 0.8888888888888888395456433 0 0.4176000000000000267341704 26.20466934304326045435118 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8039215686274510108688673 -0.9231751449406147003173828 -1 -0.8360931036208628652772745 -0.9450980392156862475161461 -1" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 0.9215686274509804487564679 1 1 -0.4469794053931299693260826 -0.5058823529411764496899195 1" Performance="23.33446450668055049959548 0.4103999999999999870325951 0.4835999999999999743316437 0.4835999999999999743316437 0.4103999999999999870325951 0.8918128654970760571529809 0 0.4103999999999999870325951 26.16520282388442097953885 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8013968846621205566194135 -1 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 0.9624263557046341954759328 1 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="23.17317315012335043888925 0.4183999999999999941380224 0.4835999999999999743316437 0.4835999999999999743316437 0.4183999999999999941380224 0.8871892925430210352644167 0 0.4183999999999999941380224 26.11976197740196425911563 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4220991978751400530711635 0.8039215686274510108688673 -0.6549019607843137302793934 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="1 0.464978956428745371365352 0.9215686274509804487564679 -0.5294117647058823594719001 1 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="24.31141246279938172847324 0.3371999999999999997335465 0.4835999999999999743316437 0.4835999999999999743316437 0.3371999999999999997335465 0.9323843416370106718105149 0 0.3371999999999999997335465 26.07445382460544536229463 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8066825433717588200721593 -1 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 0.9385157001521582387226772 1 1 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="22.93530306041788691118199 0.4199999999999999844568777 0.4835999999999999743316437 0.4835999999999999743316437 0.4199999999999999844568777 0.8838095238095238226350148 0 0.4199999999999999844568777 25.95050454034351261611846 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8039215686274510108688673 -0.6549019607843137302793934 -1 -0.8087263572824963109297869 -1 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 0.9215686274509804487564679 -0.5294117647058823594719001 1 -0.4740474670639829302132284 1 -0.8588235294117647633527213" Performance="23.86966465724658448266382 0.3396000000000000129674049 0.4835999999999999743316437 0.4835999999999999743316437 0.3396000000000000129674049 0.9257950530035335967582455 0 0.3396000000000000129674049 25.78288205343810446379393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -0.9520805555473808023947413 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 1 -0.5093200226472076597161731 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="22.64141361332681157136903 0.4219999999999999862332345 0.4835999999999999743316437 0.4835999999999999743316437 0.4219999999999999862332345 0.8796208530805686987008585 0 0.4219999999999999862332345 25.73996914015063097735947 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.8039215686274510108688673 -1 -0.960784313725490224378234 -0.808055143755878946265625 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 0.9215686274509804487564679 1 -0.4980392156862745167700268 -0.4686215700731079514262944 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="23.43629937209648517182359 0.3420000000000000262012634 0.4835999999999999743316437 0.4835999999999999743316437 0.3420000000000000262012634 0.9192982456140350588924548 0 0.3420000000000000262012634 25.49368443147900364920133 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8259870115211050967118922 -0.6549019607843137302793934 -0.960784313725490224378234 -0.7960784313725490779489746 -1 -0.8901960784313724950322921" Chromosome2="1 0.4823529411764706509302414 0.9484457015187717221493813 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4823529411764705399079389 1 -0.8588235294117647633527213" Performance="23.4231753287141977182273 0.3400000000000000244249065 0.4835999999999999743316437 0.4835999999999999743316437 0.3400000000000000244249065 0.9200000000000000399680289 0 0.3400000000000000244249065 25.45997318338499582068835 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -1 -0.7960784313725490779489746 -0.9450980392156862475161461 -0.9075023331350702271436148" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 1 1 -0.4823529411764705399079389 -0.5058823529411764496899195 -0.8324124645768189445504959" Performance="22.35502177662317890849408 0.4148000000000000020428104 0.4835999999999999743316437 0.4835999999999999743316437 0.4148000000000000020428104 0.8784956605593057243908106 0 0.4148000000000000020428104 25.44693477756117871990682 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8039215686274510108688673 -0.6549019607843137302793934 -1 -0.8160527477673614749065223 -1 -0.8901960784313724950322921" Chromosome2="1 0.4823529411764706509302414 0.9215686274509804487564679 -0.5294117647058823594719001 1 -0.4309941025353102861394916 1 -0.8588235294117647633527213" Performance="23.36487188870011166841323 0.3423999999999999821476138 0.4835999999999999743316437 0.4835999999999999743316437 0.3423999999999999821476138 0.9182242990654205794243126 0 0.3423999999999999821476138 25.44571289659961266238497 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -1 -0.7960784313725490779489746 -0.9450980392156862475161461 -1" Chromosome2="0.1294117647058823372674397 0.4823529411764706509302414 1 1 0.8128155845084360509034127 -0.4823529411764705399079389 -0.5058823529411764496899195 1" Performance="22.1795062154328590509067 0.415999999999999980904164 0.4835999999999999743316437 0.4835999999999999743316437 0.415999999999999980904164 0.8759615384615384581223907 0 0.415999999999999980904164 25.32018272672906178399899 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 0.6987231824305442096090246 -0.6549019607843137302793934 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 1 0.9455149002333886887328163 -0.5294117647058823594719001 1 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="22.00803808264616989731621 0.4264000000000000012434498 0.4835999999999999743316437 0.4835999999999999743316437 0.4264000000000000012434498 0.8705440900562851913591089 0 0.4264000000000000012434498 25.28078512510863973261621 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -1 -0.6549019607843137302793934 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1294117647058823372674397 1 1 -0.5294117647058823594719001 1 1 -0.5058823529411764496899195 -0.8588235294117647633527213" Performance="22.00803808264616989731621 0.4264000000000000012434498 0.4835999999999999743316437 0.4835999999999999743316437 0.4264000000000000012434498 0.8705440900562851913591089 0 0.4264000000000000012434498 25.28078512510863973261621 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="24.92999999999999971578291">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="101" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.99202265633413422296627 -0.6591116637903601249703911 -0.9398002406612960824006109 -1 -0.8576760214625620548645202 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5279326860089397221997842 -0.4804792988654156826733299 0.9775940745603293180465698 -0.5550703096915693413038184 -0.866666666666666696272614" Performance="29.28265945555123295207522 0.3936000000000000054178884 0.4971999999999999753086399 0.4971999999999999753086399 0.3936000000000000054178884 0.9756097560975609539468678 0 0.3936000000000000054178884 30.01472594194001430878416 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.99202265633413422296627 -0.6591116637903601249703911 -0.9517482779894381739183018 -1 -0.8576760214625620548645202 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5279326860089397221997842 -0.479627533082420010046576 1 -0.5550703096915693413038184 -0.866666666666666696272614" Performance="29.13194220187784466702396 0.3943999999999999728217404 0.4971999999999999753086399 0.4971999999999999753086399 0.3943999999999999728217404 0.9736308316430020148857238 0 0.3943999999999999728217404 29.920932303178702227342 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6591116637903601249703911 -0.9517482779894381739183018 -1 -0.8576760214625620548645202 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5279326860089397221997842 -0.479627533082420010046576 1 -0.5550703096915693413038184 -0.866666666666666696272614" Performance="29.13194220187784466702396 0.3943999999999999728217404 0.4971999999999999753086399 0.4971999999999999753086399 0.3943999999999999728217404 0.9736308316430020148857238 0 0.3943999999999999728217404 29.920932303178702227342 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9832430373709858395514516 0.4196078431372549655264947 -1 -0.6636103448518519964949292 -0.9494950610866733642367876 -0.9692331710603179217855541 -0.8928147917034918723544479 -0.8901960784313724950322921" Chromosome2="0.9884555025256416271872695 0.4901960784313725838501341 1 -0.5165933701404437083937182 -0.4871390863829383466310219 0.954434560929856679045713 -0.5456481200934474307118194 -0.866666666666666696272614" Performance="27.74042622695111504071974 0.4020000000000000239808173 0.4971999999999999753086399 0.4971999999999999753086399 0.4020000000000000239808173 0.9552238805970149071455921 0 0.4020000000000000239808173 29.0407587063394494464319 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6636103448518519964949292 -0.960784313725490224378234 -0.9692331710603179217855541 -0.8928147917034918723544479 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5165933701404437083937182 -0.4980392156862745167700268 0.954434560929856679045713 -0.5456481200934474307118194 -0.866666666666666696272614" Performance="27.59807627864630674707769 0.4027999999999999913846693 0.4971999999999999753086399 0.4971999999999999753086399 0.4027999999999999913846693 0.9533267130089374541412894 0 0.4027999999999999913846693 28.94923209645503092701802 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2664249319564286899719718 0.4196078431372549655264947 0.7053516636675625228747322 -0.6800919186479101874454045 -1 -0.8493869170724314132669974 -0.9467425674455715034483205 -0.8901960784313724950322921" Chromosome2="0.1150990718343447016813741 0.4901960784313725838501341 1 -0.3625698968311589220903102 1 -0.4392021444352890435780523 -0.5380175824916245685969329 -0.866666666666666696272614" Performance="26.48633638381421917529224 0.4092000000000000081712415 0.4971999999999999753086399 0.4971999999999999753086399 0.4092000000000000081712415 0.9384164222873900840227179 0 0.4092000000000000081712415 28.22450220900202566554071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6360539821104383984007313 -1 -0.7950878600901083448349027 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.527102533711449217079803 1 -0.4910175876086471657977484 1 -0.866666666666666696272614" Performance="25.88145814139361533534611 0.4128000000000000002664535 0.4971999999999999753086399 0.4971999999999999753086399 0.4128000000000000002664535 0.9302325581395348708113602 0 0.4128000000000000002664535 27.82256750199813666313275 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -0.9899627166881185269531329 -0.6360539821104383984007313 -1 -0.7950878600901083448349027 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.527102533711449217079803 1 -0.4910175876086471657977484 1 -0.866666666666666696272614" Performance="25.88145814139361533534611 0.4128000000000000002664535 0.4971999999999999753086399 0.4971999999999999753086399 0.4128000000000000002664535 0.9302325581395348708113602 0 0.4128000000000000002664535 27.82256750199813666313275 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -0.960784313725490224378234 -0.7883549709443254949192692 -0.9374843605104838939467982 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 -0.4980392156862745167700268 -0.5440816588770506223582402 -0.5053833851090945294970425 -0.866666666666666696272614" Performance="25.61719605821166467762851 0.4143999999999999905853088 0.4971999999999999753086399 0.4971999999999999753086399 0.4143999999999999905853088 0.9266409266409266765052166 0 0.4143999999999999905853088 27.64522407948675208899658 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6423945340410255333551959 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5216668869841268874054663 1 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="25.48610187504858259899265 0.415200000000000013500312 0.4971999999999999753086399 0.4971999999999999753086399 0.415200000000000013500312 0.9248554913294797508171996 0 0.415200000000000013500312 27.5568476523962786473021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6423945340410255333551959 -1 -0.9883358531838489779985935 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5216668869841268874054663 1 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="25.48610187504858259899265 0.415200000000000013500312 0.4971999999999999753086399 0.4971999999999999753086399 0.415200000000000013500312 0.9248554913294797508171996 0 0.415200000000000013500312 27.5568476523962786473021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4214638910577370722876367 -1 -1 -0.9508558581857120550751006 -0.9934970897662899202984477 -1 -0.8901960784313724950322921" Chromosome2="1 0.4880041295366808751232668 0.9918601512266643771553731 1 -0.4729457062541270184752307 0.977964293616621405114131 -0.5531232866937951797581263 -0.866666666666666696272614" Performance="25.48610187504858259899265 0.415200000000000013500312 0.4971999999999999753086399 0.4971999999999999753086399 0.415200000000000013500312 0.9248554913294797508171996 0 0.415200000000000013500312 27.5568476523962786473021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.9693379369987682458997824 -0.960784313725490224378234 -1 -1 -0.8929564233168318931888052" Chromosome2="1 0.4901960784313725838501341 1 1 -0.4980392156862745167700268 1 -0.5531232866937951797581263 -0.8698105971644066736203627" Performance="25.3556925187029023049945 0.415999999999999980904164 0.4971999999999999753086399 0.4971999999999999753086399 0.415999999999999980904164 0.9230769230769231281641396 0 0.415999999999999980904164 27.46866689526147453648264 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.9693379369987682458997824 -0.960784313725490224378234 -1 -1 -0.8929564233168318931888052" Chromosome2="1 0.4901960784313725838501341 0.9878716342589434207255294 1 -0.4980392156862745167700268 1 -0.5531232866937951797581263 -0.8698105971644066736203627" Performance="25.3556925187029023049945 0.415999999999999980904164 0.4971999999999999753086399 0.4971999999999999753086399 0.415999999999999980904164 0.9230769230769231281641396 0 0.415999999999999980904164 27.46866689526147453648264 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.9508558581857120550751006 -0.9934970897662899202984477 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 1 -0.4729457062541270184752307 0.977964293616621405114131 -0.5531232866937951797581263 -0.866666666666666696272614" Performance="25.29074316262208554917379 0.4163999999999999923616656 0.4971999999999999753086399 0.4971999999999999753086399 0.4163999999999999923616656 0.9221902017291065956072771 0 0.4163999999999999923616656 27.42464961696832403958979 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.9508558581857120550751006 -0.9934970897662899202984477 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9918601512266643771553731 0.979479939702691315694949 -0.4729457062541270184752307 0.977964293616621405114131 -0.5531232866937951797581263 -0.866666666666666696272614" Performance="25.29074316262208554917379 0.4163999999999999923616656 0.4971999999999999753086399 0.4971999999999999753086399 0.4163999999999999923616656 0.9221902017291065956072771 0 0.4163999999999999923616656 27.42464961696832403958979 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -0.9620944975150955702503097 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 -0.5905232638297176483987982 1 -0.5457072285743910233790643 -0.866666666666666696272614" Performance="24.96852605629447552360034 0.4183999999999999941380224 0.4971999999999999753086399 0.4971999999999999753086399 0.4183999999999999941380224 0.9177820267686424005049162 0 0.4183999999999999941380224 27.20528984883752343648666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4122427688698510062081937 0.7621267881682691758271631 -0.6772278212187705648261726 -1 -1 -0.9090802805628013238958829 -0.8901960784313724950322921" Chromosome2="1 0.4586760970197764630817971 1 -0.5113157834987452909913941 1 1 -0.5094073528482185864163512 -0.866666666666666696272614" Performance="24.96852605629447552360034 0.4183999999999999941380224 0.4971999999999999753086399 0.4971999999999999753086399 0.4183999999999999941380224 0.9177820267686424005049162 0 0.4183999999999999941380224 27.20528984883752343648666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4122427688698510062081937 0.7621267881682691758271631 -0.6772278212187705648261726 -1 -1 -0.9090802805628013238958829 -0.8901960784313724950322921" Chromosome2="0.9864178649100817652950468 0.4586760970197764630817971 1 -0.5113157834987452909913941 1 1 -0.5094073528482185864163512 -0.866666666666666696272614" Performance="24.96852605629447552360034 0.4183999999999999941380224 0.4971999999999999753086399 0.4971999999999999753086399 0.4183999999999999941380224 0.9177820267686424005049162 0 0.4183999999999999941380224 27.20528984883752343648666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 1 -0.4980392156862745167700268 1 -0.5531232866937951797581263 -0.866666666666666696272614" Performance="24.90458448970972327174422 0.418800000000000005595524 0.4971999999999999753086399 0.4971999999999999753086399 0.418800000000000005595524 0.9169054441260745536013133 0 0.418800000000000005595524 27.16156245908966582192079 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.960784313725490224378234 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.968347122762025502851202 1 -0.4980392156862745167700268 1 -0.5531232866937951797581263 -0.866666666666666696272614" Performance="24.90458448970972327174422 0.418800000000000005595524 0.4971999999999999753086399 0.4971999999999999753086399 0.418800000000000005595524 0.9169054441260745536013133 0 0.418800000000000005595524 27.16156245908966582192079 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -1 -1 -0.9339172207049429852432354 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 1 1 -0.5163020247026420816993664 -0.866666666666666696272614" Performance="24.15006672530170916957104 0.4235999999999999765520897 0.4971999999999999753086399 0.4971999999999999753086399 0.4235999999999999765520897 0.906515580736543924444959 0 0.4235999999999999765520897 26.64054235634844758351392 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.7955775856259128531178249 -1 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9869686161719296579875049 1 1 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.90370323130381180476434 0.4252000000000000223820962 0.4971999999999999753086399 0.4971999999999999753086399 0.4252000000000000223820962 0.9031044214487300436644546 0 0.4252000000000000223820962 26.46837139049578269123231 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 0.7955775856259128531178249 -1 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9869686161719296579875049 1 1 0.9860669817509395418397844 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.90370323130381180476434 0.4252000000000000223820962 0.4971999999999999753086399 0.4971999999999999753086399 0.4252000000000000223820962 0.9031044214487300436644546 0 0.4252000000000000223820962 26.46837139049578269123231 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2510398143526080816378965 0.4221331238731558244126063 -0.9753616273660083990648673 -1 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1057927861546133774250933 0.4849156096969864382373316 1 1 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.84250636649182197857044 0.4255999999999999783284466 0.4971999999999999753086399 0.4971999999999999753086399 0.4255999999999999783284466 0.9022556390977443108170064 0 0.4255999999999999783284466 26.42544455619510301858099 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6674916201709386598395213 -1 -1 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5261273789934789446576247 1 1 -0.5058823529411764496899195 1" Performance="22.94512301327013403806632 0.5056000000000000493827201 0.4971999999999999753086399 0.4971999999999999753086399 0.5056000000000000493827201 0.8686708860759493333603132 0 0.5056000000000000493827201 26.41405782219804265764651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -0.6674916201709386598395213 -1 -1 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 -0.5261273789934789446576247 1 0.9988744752181153430115046 -0.5058823529411764496899195 1" Performance="22.94512301327013403806632 0.5056000000000000493827201 0.4971999999999999753086399 0.4971999999999999753086399 0.5056000000000000493827201 0.8686708860759493333603132 0 0.5056000000000000493827201 26.41405782219804265764651 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2486268161439939561319079 -1 -1 -1 -0.9755608273268330243865876 -1 -0.9007169627456688143496422 -0.8901960784313724950322921" Chromosome2="0.07585239264219270638456294 1 1 1 -0.531212418533715591273392 1 -0.5624878332032547945118495 -0.866666666666666696272614" Performance="23.53885940866501158552637 0.4275999999999999801048034 0.4971999999999999753086399 0.4971999999999999753086399 0.4275999999999999801048034 0.8980355472404115690920889 0 0.4275999999999999801048034 26.21150073735718422085483 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2486268161439939561319079 -1 -1 -0.9852407581132390790301656 -0.9755608273268330243865876 -1 -0.9007169627456688143496422 -0.8901960784313724950322921" Chromosome2="0.07585239264219270638456294 1 1 1 -0.531212418533715591273392 1 -0.5624878332032547945118495 -0.866666666666666696272614" Performance="23.53885940866501158552637 0.4275999999999999801048034 0.4971999999999999753086399 0.4971999999999999753086399 0.4275999999999999801048034 0.8980355472404115690920889 0 0.4275999999999999801048034 26.21150073735718422085483 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -0.960784313725490224378234 -0.8013931061634246288960526 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 1 -0.4980392156862745167700268 -0.5413258735455719339313418 1 -0.866666666666666696272614" Performance="23.29871513731859167251059 0.4292000000000000259348099 0.4971999999999999753086399 0.4971999999999999753086399 0.4292000000000000259348099 0.8946877912395153620295218 0 0.4292000000000000259348099 26.0411680649404679854797 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.4196078431372549655264947 -1 -1 -1 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 1 1 1 0.9906018298817798051203454 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.17955601484134930956316 0.4299999999999999933386619 0.4971999999999999753086399 0.4971999999999999753086399 0.4299999999999999933386619 0.8930232558139534759789058 0 0.4299999999999999933386619 25.95627366245255274179726 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 -1 -0.9711051047779619693756104 -0.960784313725490224378234 -0.9571401481516659259796143 -0.9007169627456688143496422 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 0.9663291999604552984237671 -0.4980392156862745167700268 1 -0.5624878332032547945118495 -0.866666666666666696272614" Performance="23.0019470934062013611765 0.4312000000000000277111667 0.4971999999999999753086399 0.4971999999999999753086399 0.4312000000000000277111667 0.8905380333951762317212797 0 0.4312000000000000277111667 25.82926975697071370063895 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 0.7750758579915024704121151 -1 -0.9843137254901961341602146 -0.9137254901960784048142727 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.967413865852628895858345 0.9653466578107327000779492 -0.6392156862745097534173055 -0.4901960784313725838501341 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="22.47712821330132371144828 0.4348000000000000198063788 0.4971999999999999753086399 0.4971999999999999753086399 0.4348000000000000198063788 0.8831646734130634834869511 0 0.4348000000000000198063788 25.45066496651931231554045 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3098039215686274605587869 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.8980392156862745389744873 -0.9712270084775329603843375 -0.8980392156862745389744873" Chromosome2="1 0.4980392156862745167700268 1 -0.388235294117647011802319 -0.4745098039215686069880462 -0.5137254901960783826098123 -0.4925119223350865604871274 -0.6470588235294116863371983" Performance="25.2745937947114995836273 0.258400000000000018562929 0.5028000000000000246913601 0.4971999999999999753086399 0.258400000000000018562929 1 0 0.258400000000000018562929 25.2745937947114995836273 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.3098039215686274605587869 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.8980392156862745389744873 -0.9712270084775329603843375 -0.8980392156862745389744873" Chromosome2="0.9970697179922590747125355 0.4980392156862745167700268 1 -0.388235294117647011802319 -0.4745098039215686069880462 -0.5137254901960783826098123 -0.4925119223350865604871274 -0.6470588235294116863371983" Performance="25.2745937947114995836273 0.258400000000000018562929 0.5028000000000000246913601 0.4971999999999999753086399 0.258400000000000018562929 1 0 0.258400000000000018562929 25.2745937947114995836273 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9891162278751531866660684 0.4196078431372549655264947 -1 -0.714173747807185121949658 -0.9210838640815675049111633 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.4906803734946918460479992 -0.5035985789556546299294837 1 1 -0.866666666666666696272614" Performance="22.0770662306860181445245 0.4375999999999999889865876 0.4971999999999999753086399 0.4971999999999999753086399 0.4375999999999999889865876 0.8775137111517367083379781 0 0.4375999999999999889865876 25.15865672538594211005147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9891162278751531866660684 0.4196078431372549655264947 -0.9946439117193222045898438 -0.714173747807185121949658 -0.9210838640815675049111633 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9724806371309301367134026 -0.4906803734946918460479992 -0.5035985789556546299294837 1 1 -0.866666666666666696272614" Performance="22.0770662306860181445245 0.4375999999999999889865876 0.4971999999999999753086399 0.4971999999999999753086399 0.4375999999999999889865876 0.8775137111517367083379781 0 0.4375999999999999889865876 25.15865672538594211005147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.6549019607843137302793934 -1 -0.9294117647058823816763606 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 1 -0.4745098039215686069880462 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="23.03051907251342811377981 0.3592000000000000192734717 0.4971999999999999753086399 0.4971999999999999753086399 0.3592000000000000192734717 0.9164810690423162986562033 0 0.3592000000000000192734717 25.12929055542777234677487 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -1 -1 -0.9934970897662899202984477 -0.9874947324691821792796986 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 1 1 1 0.977964293616621405114131 -0.5885442274335951351460494 -0.866666666666666696272614" Performance="22.85826049725207553819928 0.3628000000000000113686838 0.4971999999999999753086399 0.4971999999999999753086399 0.3628000000000000113686838 0.9128996692392502554369571 0 0.3628000000000000113686838 25.03918148672419263789379 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 0.8117647058823529437887601 -0.9549775490803378286130965 -1 -0.8116142020773848830828001 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9215686274509804487564679 1 1 -0.551039456337495625604106 1 -0.866666666666666696272614" Performance="22.18886008584201974258576 0.3668000000000000149213975 0.4971999999999999753086399 0.4971999999999999753086399 0.3668000000000000149213975 0.9029443838604144234594173 0 0.3668000000000000149213975 24.57389456366803415221511 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9492484977976842763780496 0.4196078431372549655264947 0.8117647058823529437887601 -0.9549775490803378286130965 -0.9872149846496733882617036 -0.8116142020773848830828001 -1 -0.8901960784313724950322921" Chromosome2="0.9564269808205690948099686 0.4901960784313725838501341 0.9215686274509804487564679 1 0.9869746145732859465837805 -0.551039456337495625604106 1 -0.866666666666666696272614" Performance="22.18886008584201974258576 0.3668000000000000149213975 0.4971999999999999753086399 0.4971999999999999753086399 0.3668000000000000149213975 0.9029443838604144234594173 0 0.3668000000000000149213975 24.57389456366803415221511 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.6549019607843137302793934 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8874777819149387569908072" Chromosome2="1 1 1 -0.5294117647058823594719001 -0.4980392156862745167700268 1 -0.5058823529411764496899195 -0.8682591237397484507098966" Performance="21.75848682714350701417061 0.3668000000000000149213975 0.4971999999999999753086399 0.4971999999999999753086399 0.3668000000000000149213975 0.8974918211559432812407522 0 0.3668000000000000149213975 24.24366029221214802191753 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 -1 0.7569818289305260128330133 -1 -0.9565600770434328214975039 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9521513179072417232262637 1 -0.4966525046848783153663476 1 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="20.65059583185115243963992 0.4480000000000000093258734 0.4971999999999999753086399 0.4971999999999999753086399 0.4480000000000000093258734 0.8571428571428570952761561 0 0.4480000000000000093258734 24.09236180382634628927008 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="25.30999999999999872102308">
<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="-1 0.4196078431372549655264947 -1 -0.8274509803921568096285455 -0.9469146707365870829775645 -1 -1 -0.9448969453304544297012058" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4879638716835028033891319 1 -0.5663149862059172479078484 -0.8634861505924571467573969" Performance="23.71135429961979568247443 0.3755999999999999894306768 0.5011999999999999788613536 0.5011999999999999788613536 0.3755999999999999894306768 0.921192758253461141393359 0 0.3755999999999999894306768 25.7398401009745505518822 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.8274509803921568096285455 -0.9469146707365870829775645 -1 -1 -0.9448969453304544297012058" Chromosome2="1 0.4901960784313725838501341 0.9809499108351957818996425 -0.5294117647058823594719001 -0.4879638716835028033891319 1 -0.5663149862059172479078484 -0.8634861505924571467573969" Performance="23.71135429961979568247443 0.3755999999999999894306768 0.5011999999999999788613536 0.5011999999999999788613536 0.3755999999999999894306768 0.921192758253461141393359 0 0.3755999999999999894306768 25.7398401009745505518822 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3889423172289788732669535 -0.9714455173140571497825135 0.8137523284656744682052931 -1 -0.975560947029448288780884 -0.8086167803267929610200326 -1 -0.8901960784313724950322921" Chromosome2="0.1383024091766142937842687 0.947289646332783119575538 0.9800244840489222841739547 1 0.9854111415125540451853681 -0.4615160339238011943940876 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="21.68709928021774757667117 0.4591999999999999970690112 0.5011999999999999788613536 0.5011999999999999788613536 0.4591999999999999970690112 0.8693379790940766183027222 0 0.4591999999999999970690112 24.9466833403707148875128 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3889423172289788732669535 -0.9714455173140571497825135 0.8137523284656744682052931 -1 -1 -0.7970487603994054204292752 -1 -0.8901960784313724950322921" Chromosome2="0.1383024091766142937842687 0.947289646332783119575538 0.9800244840489222841739547 1 1 -0.4380473889753085936504817 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="21.47190169245859792113151 0.4607999999999999873878664 0.5011999999999999788613536 0.5011999999999999788613536 0.4607999999999999873878664 0.8663194444444444197728217 0 0.4607999999999999873878664 24.78520115201633799983938 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.37664119381384519869016 0.3025274654289483722280352 0.7522721670809950911262831 -0.9959637577283300124975085 -0.9240116322368936430109443 -1 -0.9706470718013816556535289 -0.8901960784313724950322921" Chromosome2="0.005187671207914176796371919 0.4646381550678508887131102 0.9422436550775470376350995 1 -0.4886537431218941351929175 0.9746712869057407857553699 -0.5343179242931963557339259 -0.866666666666666696272614" Performance="22.26148413934904723987529 0.3844000000000000194511074 0.5011999999999999788613536 0.5011999999999999788613536 0.3844000000000000194511074 0.9001040582726326233498071 0 0.3844000000000000194511074 24.73212284151957973676872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -0.9859186859778416023303294 -0.8274509803921568096285455 -0.9478028618909002389614216 -1 -0.9754385422034937969115731 -0.9381131008858402120509368" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4946046202172431072163761 0.9637146665591675986917153 -0.5611476795259985328456764 -0.8518267919500349671935169" Performance="22.13414022103413003605965 0.3851999999999999868549594 0.5011999999999999788613536 0.5011999999999999788613536 0.3851999999999999868549594 0.8982346832814122050692163 0 0.3851999999999999868549594 24.64182315937094713831357 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.37664119381384519869016 0.3025274654289483722280352 0.7522721670809950911262831 -1 -0.947265162123549830930358 -1 -0.9706470718013816556535289 -0.8901960784313724950322921" Chromosome2="0.005187671207914176796371919 0.4646381550678508887131102 0.9422436550775470376350995 1 -0.5123941673659810902563549 1 -0.5343179242931963557339259 -0.866666666666666696272614" Performance="22.07073844038199084138796 0.385599999999999998312461 0.5011999999999999788613536 0.5011999999999999788613536 0.385599999999999998312461 0.8973029045643153844835638 0 0.385599999999999998312461 24.59675359136212691169021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.37664119381384519869016 0.3025274654289483722280352 0.7522721670809950911262831 -0.9959637577283300124975085 -0.947265162123549830930358 -1 -0.9706470718013816556535289 -0.8901960784313724950322921" Chromosome2="0.005187671207914176796371919 0.4646381550678508887131102 0.9422436550775470376350995 1 -0.5123941673659810902563549 1 -0.5343179242931963557339259 -0.866666666666666696272614" Performance="22.07073844038199084138796 0.385599999999999998312461 0.5011999999999999788613536 0.5011999999999999788613536 0.385599999999999998312461 0.8973029045643153844835638 0 0.385599999999999998312461 24.59675359136212691169021 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.4196078431372549655264947 -1 -0.8274509803921568096285455 -0.9591543445487255015180494 -1 -0.9754385422034937969115731 -0.9381131008858402120509368" Chromosome2="1 0.4901960784313725838501341 1 -0.5294117647058823594719001 -0.4856314410074848431086991 0.9637146665591675986917153 -0.5611476795259985328456764 -0.8518267919500349671935169" Performance="21.69406788911382832907293 0.3880000000000000115463195 0.5011999999999999788613536 0.5011999999999999788613536 0.3880000000000000115463195 0.8917525773195876803711712 0 0.3880000000000000115463195 24.32745185253227049315683 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3054730802187551885751304 0.8039215686274510108688673 -1 -0.9065595028885439221610909 -0.9793255987266699102988809 -0.9741391048851337775005277 -1" Chromosome2="1 0.4843942604296569420796459 0.9215686274509804487564679 0.9906021103088278323411942 -0.5936155593059226909247172 1 -0.7265418319755879705823531 1" Performance="21.57714980916341218630805 0.3824000000000000176747506 0.5011999999999999788613536 0.5011999999999999788613536 0.3824000000000000176747506 0.8922594142259414606854762 0 0.3824000000000000176747506 24.18259697252077700113659 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2675835891731125348869114 0.8039215686274510108688673 -1 -0.9058710119595714260753994 -1 -1 -1" Chromosome2="1 0.4722244439657036774171672 0.9215686274509804487564679 1 -0.538067817757380995047356 1 -0.716786840351368970125634 1" Performance="21.26546491687716056162571 0.3844000000000000194511074 0.5011999999999999788613536 0.5011999999999999788613536 0.3844000000000000194511074 0.8876170655567117151463208 0 0.3844000000000000194511074 23.95792706344543177010564 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2970436804854841295053802 0.8039215686274510108688673 -0.9248595794197171926498413 -0.9058710119595714260753994 -1 -1 -1" Chromosome2="1 0.4878406837947812935141201 0.9215686274509804487564679 1 -0.538067817757380995047356 1 -0.7134206907870639380320199 1" Performance="21.2036584574692774651794 0.3847999999999999753974578 0.5011999999999999788613536 0.5011999999999999788613536 0.3847999999999999753974578 0.886694386694386715852545 0 0.3847999999999999753974578 23.91315291451986269066765 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-1 0.2862745098039216617991087 0.8159044864386613138407256 -0.8647695893440584535838411 -0.9921568627450980670801073 -0.9508427855368219994147694 -0.9657428066514511799667275 -0.8901960784313724950322921" Chromosome2="1 0.4980392156862745167700268 1 0.9719337973122795792946249 -0.5529411764705882692538808 0.9761332766202378552478081 -0.2338167276598659138908687 -0.6862745098039215729812668" Performance="20.40765478488840756199352 0.4012000000000000010658141 0.4988000000000000211386464 0.5011999999999999788613536 0.4012000000000000010658141 0.869391824526420720076203 0 0.4012000000000000010658141 23.47348365738884723441515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9175739444585310211621731 -1 0.8208804555282244175273831 -1 -0.9834267334062971599450975 -0.8689776668955291327733903 -0.9875092663163064221620857 -1" Chromosome2="0.8977770819846127015040338 1 0.9493295653683848644988075 1 -0.3059896871468543722016875 -0.344065876682463023250591 -0.3615867091671509103711912 1" Performance="20.46936580268711836083639 0.3916000000000000036415315 0.4988000000000000211386464 0.5011999999999999788613536 0.3916000000000000036415315 0.8733401430030643952662217 0 0.3916000000000000036415315 23.43802236354466472789682 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.8135980121733971115460804 -1 -1 -0.8150799856675106092041005 -0.9691249852293285504956089 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.9493903266748606739611205 0.3013277109712362289428711 1 -0.2727072707369547766020901 -0.5238930041808487203525146 -0.8274509803921568096285455" Performance="19.59881720744608202267045 0.470399999999999984812149 0.5011999999999999788613536 0.5011999999999999788613536 0.470399999999999984812149 0.8409863945578230914890128 0 0.470399999999999984812149 23.30455918701374429247153 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2862745098039216617991087 0.8159044864386613138407256 -0.8375344580112187298226445 -0.9921568627450980670801073 -1 -0.9657428066514511799667275 -0.8901960784313724950322921" Chromosome2="1 0.4980392156862745167700268 1 0.9968766195537603902465662 -0.5529411764705882692538808 1 -0.2338167276598659138908687 -0.6862745098039215729812668" Performance="20.18244810067622907467921 0.3967999999999999860555988 0.4988000000000000211386464 0.5011999999999999788613536 0.3967999999999999860555988 0.8679435483870967527053608 0 0.3967999999999999860555988 23.25318062238190464086074 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 -1 -0.8274509803921568096285455 -0.960784313725490224378234 -1 -0.9450980392156862475161461 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 -0.5294117647058823594719001 -0.4980392156862745167700268 0.9882897108838688549070639 -0.5058823529411764496899195 -0.866666666666666696272614" Performance="20.13296535263133080206899 0.398399999999999976374454 0.5011999999999999788613536 0.5011999999999999788613536 0.398399999999999976374454 0.8684738955823293471425472 0 0.398399999999999976374454 23.18200403609341719857184 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2862745098039216617991087 0.8159044864386613138407256 -1 -0.9848474103169799764856407 -0.9757264284012110433508269 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="1 0.4980392156862745167700268 1 1 -0.5613754510419016741096243 1 -0.2235294117647058653730596 -0.6862745098039215729812668" Performance="20.03829534280754032238292 0.39400000000000001687539 0.4988000000000000211386464 0.5011999999999999788613536 0.39400000000000001687539 0.867005076142131958505388 0 0.39400000000000001687539 23.11208537782837169061168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9761237621020811827676766 0.2862745098039216617991087 0.8159044864386613138407256 -1 -0.9848474103169799764856407 -0.9757264284012110433508269 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="0.9832523798761076960772698 0.4980392156862745167700268 1 1 -0.5613754510419016741096243 1 -0.2235294117647058653730596 -0.6862745098039215729812668" Performance="20.03829534280754032238292 0.39400000000000001687539 0.4988000000000000211386464 0.5011999999999999788613536 0.39400000000000001687539 0.867005076142131958505388 0 0.39400000000000001687539 23.11208537782837169061168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9175739444585310211621731 -1 0.8039215686274510108688673 -0.8327499576442527473574273 -0.9921568627450980670801073 -0.8847895930393361307864097 -0.9921568627450980670801073 -1" Chromosome2="0.8977770819846127015040338 1 0.9215686274509804487564679 -0.5031190315562793502479622 -0.294117647058823483696699 -0.3784971444287756892066454 -0.3647058823529412130426408 0.9725641779950819909572601" Performance="19.93554643140252480293384 0.3996000000000000107469589 0.4988000000000000211386464 0.5011999999999999788613536 0.3996000000000000107469589 0.8638638638638638234112932 0 0.3996000000000000107469589 23.07718526647870760371006 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8106431127549398318876683 -0.9644768260419368521851879 -0.9902613450857725707621171 -0.8375120844042703849297027 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9106749779045317794157199 0.9749010038695165025757206 1 -0.5446619507168827256649024 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="20.03238823554189451670027 0.3871999999999999886313162 0.5011999999999999788613536 0.5011999999999999788613536 0.3871999999999999886313162 0.8708677685950413360771449 0 0.3871999999999999886313162 23.00278981257953958561302 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9175739444585310211621731 -0.9873628709879186393649775 0.8208804555282244175273831 -1 -0.9921568627450980670801073 -0.8689776668955291327733903 -0.9875092663163064221620857 -1" Chromosome2="0.8977770819846127015040338 0.991626844327482936947149 0.9493295653683848644988075 1 -0.294117647058823483696699 -0.344065876682463023250591 -0.3615867091671509103711912 1" Performance="19.97203317198601624227194 0.3820000000000000062172489 0.4988000000000000211386464 0.5011999999999999788613536 0.3820000000000000062172489 0.870157068062827221410771 0 0.3820000000000000062172489 22.95221622051341370251976 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -0.9065856441544989374747843 0.8039215686274510108688673 -1 -0.9156165284415086480507284 -0.8021253325930778332875093 -0.9760765164962732498565856 -1" Chromosome2="0.1215686274509804043475469 0.8407162423245608806610107 0.9215686274509804487564679 1 -0.1669440725416529713864833 -0.2539555098587537029786176 -0.5986808053930016138011183 1" Performance="19.82918686861093959805658 0.39400000000000001687539 0.5011999999999999788613536 0.5011999999999999788613536 0.39400000000000001687539 0.8659898477157360607847636 0 0.39400000000000001687539 22.89771285531274713775929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4220856522831785140326133 -1 0.825707385286895356735215 -0.8274509803921568096285455 -0.9110326094427074750115025 -0.9351673102627198197467351 -0.9512334114561478148885953 -0.8901960784313724950322921" Chromosome2="0.07668011722926693085611305 1 0.9429948271615551380619991 -0.5294117647058823594719001 -0.535759488003803241440437 0.9942775281767050055137247 -0.6206342923753207507786556 -0.8274509803921568096285455" Performance="20.63979899931070605134664 0.322799999999999975841547 0.5011999999999999788613536 0.5011999999999999788613536 0.322799999999999975841547 0.9033457249070632189003049 0 0.322799999999999975841547 22.84817255479250874827812 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 0.815838480252048747765059 -1 -1 -0.8021253325930778332875093 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 1 0.9194926638067636437412489 1 -0.2628117161711641669441519 -0.2539555098587537029786176 -0.5058823529411764496899195 1" Performance="18.91538906689170929098509 0.4732000000000000095035091 0.5011999999999999788613536 0.5011999999999999788613536 0.4732000000000000095035091 0.8317836010143702107910713 0 0.4732000000000000095035091 22.74075738428139459301747 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9962952352382919984918885 0.2862745098039216617991087 0.8159044864386613138407256 -1 -0.9921568627450980670801073 -1 -0.9855809665828134669141036 -0.8901960784313724950322921" Chromosome2="0.9880670174956321938353199 0.4980392156862745167700268 1 1 -0.5529411764705882692538808 1 -0.2202092812068634219979657 -0.6862745098039215729812668" Performance="19.58090136925637025910873 0.3851999999999999868549594 0.4988000000000000211386464 0.5011999999999999788613536 0.3851999999999999868549594 0.8639667705088265314827822 0 0.3851999999999999868549594 22.66395194542534241577414 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.8039215686274510108688673 -0.866666666666666696272614 -1 -0.9007422541848877362014036 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9215686274509804487564679 -0.4274509803921568984463875 1 -0.4829874207159760013396976 -0.4431372549019607642861729 0.6279124944233427374484791" Performance="19.43814428800681781694948 0.3900000000000000133226763 0.4988000000000000211386464 0.5011999999999999788613536 0.3900000000000000133226763 0.8605128205128205198803926 0 0.3900000000000000133226763 22.58902345745726591985658 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.8039215686274510108688673 -0.866666666666666696272614 -1 -0.9007422541848877362014036 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9215686274509804487564679 -0.4274509803921568984463875 0.9840470701090845428993248 -0.4829874207159760013396976 -0.4431372549019607642861729 0.6279124944233427374484791" Performance="19.43814428800681781694948 0.3900000000000000133226763 0.4988000000000000211386464 0.5011999999999999788613536 0.3900000000000000133226763 0.8605128205128205198803926 0 0.3900000000000000133226763 22.58902345745726591985658 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2862745098039216617991087 0.8159044864386613138407256 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="1 0.4980392156862745167700268 1 1 -0.5529411764705882692538808 1 -0.2235294117647058653730596 -0.6862745098039215729812668" Performance="19.47601234714839435469003 0.3831999999999999850786025 0.4988000000000000211386464 0.5011999999999999788613536 0.3831999999999999850786025 0.8632567849686847427648217 0 0.3831999999999999850786025 22.56108806356488827304929 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.9962952352382919984918885 0.2862745098039216617991087 0.8159044864386613138407256 -0.9860333838938352135627952 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="0.9880670174956321938353199 0.4980392156862745167700268 1 0.99892649810542077926101 -0.5529411764705882692538808 1 -0.2235294117647058653730596 -0.6862745098039215729812668" Performance="19.47601234714839435469003 0.3831999999999999850786025 0.4988000000000000211386464 0.5011999999999999788613536 0.3831999999999999850786025 0.8632567849686847427648217 0 0.3831999999999999850786025 22.56108806356488827304929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 0.3019607843137255276388942 0.7978133105468503405433012 -1 -1 -0.7803921568627451010868867 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 0.4901960784313725838501341 0.9478411377192655917767183 1 1 -0.4823529411764705399079389 -0.5058823529411764496899195 1" Performance="18.5560480778649008470893 0.4672000000000000041744386 0.5011999999999999788613536 0.5011999999999999788613536 0.4672000000000000041744386 0.8287671232876712146264708 0 0.4672000000000000041744386 22.38994230882872216170654 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8039215686274510108688673 -1 -1 -0.8375120844042703849297027 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9215686274509804487564679 1 1 -0.5446619507168827256649024 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="18.93895524170841682121136 0.394799999999999984279242 0.5011999999999999788613536 0.5011999999999999788613536 0.394799999999999984279242 0.8541033434650455724579388 0 0.394799999999999984279242 22.17407926876181178954539 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.8039215686274510108688673 -0.9644768260419368521851879 -1 -0.8375120844042703849297027 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.9215686274509804487564679 0.9749010038695165025757206 1 -0.5446619507168827256649024 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="18.93895524170841682121136 0.394799999999999984279242 0.5011999999999999788613536 0.5011999999999999788613536 0.394799999999999984279242 0.8541033434650455724579388 0 0.394799999999999984279242 22.17407926876181178954539 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -0.9856766227632760557497704 0.8039215686274510108688673 -0.9466606384764114645591349 -0.9752683913933911652449638 -0.8021253325930778332875093 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 1 -0.2839155355044471473746626 -0.2539555098587537029786176 -0.5058823529411764496899195 1" Performance="18.20443251194576106399836 0.4792000000000000148325796 0.5011999999999999788613536 0.5011999999999999788613536 0.4792000000000000148325796 0.8213689482470785119261336 0 0.4792000000000000148325796 22.16352657450307006570256 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 0.8039215686274510108688673 -0.9466606384764114645591349 -1 -0.8021253325930778332875093 -0.9450980392156862475161461 -1" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 1 -0.2628117161711641669441519 -0.2539555098587537029786176 -0.5058823529411764496899195 1" Performance="18.15790480998098388454309 0.4796000000000000262900812 0.5011999999999999788613536 0.5011999999999999788613536 0.4796000000000000262900812 0.8206839032527105670666856 0 0.4796000000000000262900812 22.12533319834065181908045 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 0.8039215686274510108688673 -0.8274509803921568096285455 -0.960784313725490224378234 -0.7973729762398754639107779 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9215686274509804487564679 -0.5294117647058823594719001 -0.4980392156862745167700268 -0.4803720051567216819954353 1 -0.866666666666666696272614" Performance="19.54563349592947574251411 0.3291999999999999926281191 0.5011999999999999788613536 0.5011999999999999788613536 0.3291999999999999926281191 0.8857837181044957430842146 0 0.3291999999999999926281191 22.06592094259253400423404 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 0.8137523284656744682052931 -1 -1 -0.7803921568627451010868867 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 0.9800244840489222841739547 1 1 -0.4823529411764705399079389 -0.5557707415940631445749887 -0.8274509803921568096285455" Performance="18.81388335197247840824275 0.3924000000000000265565347 0.5011999999999999788613536 0.5011999999999999788613536 0.3924000000000000265565347 0.8532110091743119184570787 0 0.3924000000000000265565347 22.05068048779569878092843 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9341655401512980461120605 0.8039215686274510108688673 -0.866666666666666696272614 -1 -0.9294117647058823816763606 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9215686274509804487564679 -0.4274509803921568984463875 1 -0.4745098039215686069880462 -0.4431372549019607642861729 0.6279124944233427374484791" Performance="18.69847678603836982347275 0.3760000000000000008881784 0.4988000000000000211386464 0.5011999999999999788613536 0.3760000000000000008881784 0.8553191489361702259941467 0 0.3760000000000000008881784 21.86140320755729860024985 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 -1 -1 -0.960784313725490224378234 -0.9677201343654636689350923 -0.8604724045404616994403568 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 1 -0.4980392156862745167700268 -0.4090293525909894922776289 -0.7031652812937310148555525 -0.8274509803921568096285455" Performance="19.19167159642082154391574 0.3211999999999999855226918 0.5011999999999999788613536 0.5011999999999999788613536 0.3211999999999999855226918 0.8841843088418430696151518 0 0.3211999999999999855226918 21.70551027031819657509004 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -0.9817875968637289618712316 -1 -1 -0.960784313725490224378234 -0.9677201343654636689350923 -0.8604724045404616994403568 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 1 1 1 -0.4980392156862745167700268 -0.4090293525909894922776289 -0.7031652812937310148555525 -0.8274509803921568096285455" Performance="19.19167159642082154391574 0.3211999999999999855226918 0.5011999999999999788613536 0.5011999999999999788613536 0.3211999999999999855226918 0.8841843088418430696151518 0 0.3211999999999999855226918 21.70551027031819657509004 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"/>
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