<SerializedModel>
<Sampler>
<Environment NumLayers="8">
<Map Id="Worldclim - bio 2 - present - Mean Diurnal Range (Mean of monthly (max temp - min temp))" IsCategorical="0"/>
<Map Id="Worldclim - bio 5 - present - Max Temperature of Warmest Month" IsCategorical="0"/>
<Map Id="Worldclim - bio 6 - present - Min Temperature of Coldest Month" IsCategorical="0"/>
<Map Id="Worldclim - bio 16 - present - Precipitation of Wettest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 17 - present - Precipitation of Driest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 18 - present - Precipitation of Warmest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - bio 19 - present - Precipitation of Coldest Quarter" IsCategorical="0"/>
<Map Id="Worldclim - dem - Altitude" IsCategorical="0"/>
<Mask Id="Máscara do Brasil (30s)"/>
</Environment>
<Presence Label="Aiouea acarodomatifera" Count="14">
<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="0.6 0.259291749091 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="1.459999999999999964472863">
<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="-0.3028219709060611664064311 -1 -0.9958312399890069110952595 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5646802653665383697756397 -1 -1" Chromosome2="-0.1341679753161827137741824 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3205585670045480450873754 1 1" Performance="34.31171458145327335387265 0.5108000000000000317967874 0.5060000000000000053290705 0.5060000000000000053290705 0.5108000000000000317967874 0.9906029757243539624056439 0 0.5108000000000000317967874 34.63720120198879470763131 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-2.0301950342830403783978 -4.301708228278984691428377 -3.500327046757808702182047 -1 1.951851439588506709199578 2.209596435909833900268495 -0.7072558697718149822719624 2.667829479746822496366576" Chromosome2="4.519170597424533752928255 -6.127196288887817310353512 -2.338003858319840144730506 0.9879555292646674535816942 -1.42726679250900612139219 -1.67207562628008044036676 0.3472574366132394896311553 -1.6910921127893061566283" Performance="34.17151310217778359401564 0.4560000000000000164313008 0.4939999999999999946709295 0.5060000000000000053290705 0.4560000000000000164313008 1 0 0.4560000000000000164313008 34.17151310217778359401564 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2143446450177139139814386 -1 -1 -0.8466267781011549420355777 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 0.3505207490866006914131958 1 1 -0.6583200305765229964904961 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.6661759528629147553147 0.437199999999999977529086 0.5060000000000000053290705 0.5060000000000000053290705 0.437199999999999977529086 1 0 0.437199999999999977529086 32.6661759528629147553147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2023172964743915613894387 -1 -1 -0.8466267781011549420355777 -0.5377012288559321895320409 -1 -0.8980392156862745389744873" Chromosome2="1 0.3579917770655781650290805 1 1 -0.6583200305765229964904961 -0.3415226200667283440459698 0.9849764351474951107334732 -0.6549019607843137302793934" Performance="32.6661759528629147553147 0.437199999999999977529086 0.5060000000000000053290705 0.5060000000000000053290705 0.437199999999999977529086 1 0 0.437199999999999977529086 32.6661759528629147553147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2023172964743915613894387 -1 -1 -0.8466267781011549420355777 -0.5377012288559321895320409 -1 -0.8980392156862745389744873" Chromosome2="1 0.3579917770655781650290805 1 0.9954320904537198311246016 -0.6583200305765229964904961 -0.3415226200667283440459698 0.9849764351474951107334732 -0.6549019607843137302793934" Performance="32.6661759528629147553147 0.437199999999999977529086 0.5060000000000000053290705 0.5060000000000000053290705 0.437199999999999977529086 1 0 0.437199999999999977529086 32.6661759528629147553147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2023172964743915613894387 -0.9830665658430560727154557 -1 -0.8466267781011549420355777 -0.5377012288559321895320409 -1 -0.8980392156862745389744873" Chromosome2="1 0.3579917770655781650290805 1 1 -0.6583200305765229964904961 -0.3415226200667283440459698 0.9849764351474951107334732 -0.6549019607843137302793934" Performance="32.6661759528629147553147 0.437199999999999977529086 0.5060000000000000053290705 0.5060000000000000053290705 0.437199999999999977529086 1 0 0.437199999999999977529086 32.6661759528629147553147 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2023172964743915613894387 -1 -1 -0.8466267781011549420355777 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 0.3579917770655781650290805 1 0.9990266458840951768749505 -0.6583200305765229964904961 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.59082635926787929747661 0.4375999999999999889865876 0.5060000000000000053290705 0.5060000000000000053290705 0.4375999999999999889865876 0.9990859232175502979700354 0 0.4375999999999999889865876 32.6206441326981320116829 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5796040575845614606365075 -0.7098039215686273717409449 -0.9237837980465946063901583 -0.5202605618314879443175869 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7065783207224148876335335 -0.5607843137254902021737735 0.9355198675453676449009777 -0.3135675481851203927341487 0.9626115039800819950244204 -0.6549019607843137302793934" Performance="32.36589081677789891955399 0.4388000000000000233590924 0.5060000000000000053290705 0.5060000000000000053290705 0.4388000000000000233590924 0.9963536918869644321006263 0 0.4388000000000000233590924 32.48433872461605886883262 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9758911205322614579316109 -1 0.5796040575845614606365075 -0.7098039215686273717409449 -0.9229134254735605891184491 -0.5246022906433376320478601 -1 -0.8980392156862745389744873" Chromosome2="0.974050348691110068344301 1 0.7065783207224148876335335 -0.5607843137254902021737735 0.9533102607097605485364511 -0.3249319286873453282993296 1 -0.6549019607843137302793934" Performance="32.21685539119028618415541 0.4395999999999999907629444 0.5060000000000000053290705 0.5060000000000000053290705 0.4395999999999999907629444 0.9945404913557779336130693 0 0.4395999999999999907629444 32.39370912618309716890508 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9758911205322614579316109 -1 0.5796040575845614606365075 -0.7001381465253213587374148 -0.9229134254735605891184491 -0.5529411764705882692538808 -0.9863710492605068935745294 -0.8980392156862745389744873" Chromosome2="0.974050348691110068344301 1 0.7065783207224148876335335 -0.5534992858356495570859579 0.9533102607097605485364511 -0.3411764705882353032606602 0.9713771769196771765919607 -0.6549019607843137302793934" Performance="31.92097466910954750574092 0.4411999999999999810817997 0.5060000000000000053290705 0.5060000000000000053290705 0.4411999999999999810817997 0.9909338168631006693587437 0 0.4411999999999999810817997 32.21302384266041229921029 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.9651907179132104275254278 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5547731428065697523166477 -1 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.2857968958595971109559741 1 0.9936165530876867046927714" Performance="31.65116759988277550519342 0.4388000000000000233590924 0.5060000000000000053290705 0.5060000000000000053290705 0.4388000000000000233590924 0.9890610756608932963018788 0 0.4388000000000000233590924 32.00122659637917621466841 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5618661578784271970476993 -1 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.2845956691236042890302826 1 0.9970511664887742320217967" Performance="31.65116759988277550519342 0.4388000000000000233590924 0.5060000000000000053290705 0.5060000000000000053290705 0.4388000000000000233590924 0.9890610756608932963018788 0 0.4388000000000000233590924 32.00122659637917621466841 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -1 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 1 1" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.9651907179132104275254278 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -1 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 1 1" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.9651907179132104275254278 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -1 -1" Chromosome2="-0.1372549019607842701873324 1 0.9889847571631112943535413 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 1 0.9936165530876867046927714" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -1 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 0.9824929565304156842131533 1" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.9651907179132104275254278 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -0.994547773353956832131928 -1" Chromosome2="-0.1372549019607842701873324 1 0.9889847571631112943535413 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 1 0.9936165530876867046927714" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -0.9836541752500290725080845 -1" Chromosome2="-0.1372549019607842701873324 1 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 0.991271988742730814081483 0.9970511664887742320217967" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.994637086213137289192332 -1 -0.9108796610186497000327677 -0.9921568627450980670801073 -0.5674623540421417366985679 -0.9836541752500290725080845 -1" Chromosome2="-0.1372549019607842701873324 0.9858319080863775507594937 1 0.4100048386802276345619589 -0.6078431372549020217377347 -0.3020966720116938786233618 0.991271988742730814081483 0.9970511664887742320217967" Performance="31.57775684154418982529933 0.4391999999999999793054428 0.5060000000000000053290705 0.5060000000000000053290705 0.4391999999999999793054428 0.9881602914389799874328446 0 0.4391999999999999793054428 31.95610784517559466166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9947312732785940081470244 0.5796040575845614606365075 -0.7098039215686273717409449 -0.943256821162227976351744 -0.5332160874852858167827208 -0.9783158190548419952392578 -0.8980392156862745389744873" Chromosome2="1 0.9796285111084580554674517 0.7065783207224148876335335 -0.5607843137254902021737735 0.9578609988735667934989237 -0.3344715304619338969160935 1 -0.6549019607843137302793934" Performance="31.19382779267788308175113 0.4451999999999999846345133 0.5060000000000000053290705 0.5060000000000000053290705 0.4451999999999999846345133 0.9820305480682839371908699 0 0.4451999999999999846345133 31.76462061596567565402438 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5796040575845614606365075 -0.7098039215686273717409449 -0.943256821162227976351744 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7065783207224148876335335 -0.5607843137254902021737735 0.9578609988735667934989237 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="30.90789367646980068116136 0.4467999999999999749533686 0.5060000000000000053290705 0.5060000000000000053290705 0.4467999999999999749533686 0.9785138764547895995349336 0 0.4467999999999999749533686 31.58656654768231319962979 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9947312732785940081470244 0.5796040575845614606365075 -0.7098039215686273717409449 -0.943256821162227976351744 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 0.9796285111084580554674517 0.7065783207224148876335335 -0.5607843137254902021737735 0.9578609988735667934989237 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="30.90789367646980068116136 0.4467999999999999749533686 0.5060000000000000053290705 0.5060000000000000053290705 0.4467999999999999749533686 0.9785138764547895995349336 0 0.4467999999999999749533686 31.58656654768231319962979 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.553412869316982303224961 -0.7098039215686273717409449 -1 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7352993628468713627199804 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="28.65105045713981724020414 0.4600000000000000199840144 0.5060000000000000053290705 0.5060000000000000053290705 0.4600000000000000199840144 0.9504347826086956274593831 0 0.4600000000000000199840144 30.14520404914070539348359 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.553412869316982303224961 -0.7098039215686273717409449 -1 -0.5529411764705882692538808 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7352993628468713627199804 -0.5607843137254902021737735 1 -0.3411764705882353032606602 0.9457189941383672415753381 -0.6549019607843137302793934" Performance="28.65105045713981724020414 0.4600000000000000199840144 0.5060000000000000053290705 0.5060000000000000053290705 0.4600000000000000199840144 0.9504347826086956274593831 0 0.4600000000000000199840144 30.14520404914070539348359 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -1 -1 -1" Chromosome2="-0.1372549019607842701873324 0.3411764705882351922383577 0.678431372549019640061374 1 1 1 1 1" Performance="29.0117101573034723571709 0.3568000000000000060396133 0.5060000000000000053290705 0.5060000000000000053290705 0.3568000000000000060396133 0.9943946188340807568195601 0 0.3568000000000000060396133 29.17524854601431272271839 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.9469057098031044006347656 -1 -1 -1" Chromosome2="-0.1372549019607842701873324 0.3411764705882351922383577 0.678431372549019640061374 0.8692907052380698385007918 0.5488804383203387260437012 -0.2100256253033876419067383 1 1" Performance="29.0117101573034723571709 0.3568000000000000060396133 0.5060000000000000053290705 0.5060000000000000053290705 0.3568000000000000060396133 0.9943946188340807568195601 0 0.3568000000000000060396133 29.17524854601431272271839 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -1 -1 -1" Chromosome2="-0.1372549019607842701873324 0.3411764705882351922383577 0.678431372549019640061374 0.8499495190464787519601941 1 -0.2100256253033876419067383 1 1" Performance="29.0117101573034723571709 0.3568000000000000060396133 0.5060000000000000053290705 0.5060000000000000053290705 0.3568000000000000060396133 0.9943946188340807568195601 0 0.3568000000000000060396133 29.17524854601431272271839 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.9469057098031044006347656 -1 -1 -1" Chromosome2="-0.1372549019607842701873324 0.3411764705882351922383577 0.678431372549019640061374 1 0.5488804383203387260437012 -0.2100256253033876419067383 1 0.9747020507231354269350732" Performance="29.0117101573034723571709 0.3568000000000000060396133 0.5060000000000000053290705 0.5060000000000000053290705 0.3568000000000000060396133 0.9943946188340807568195601 0 0.3568000000000000060396133 29.17524854601431272271839 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="2.37000000000000010658141">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="92" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.3264092975980875666053294 -0.9767057549024185103547779 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -1 -0.8745098039215686291925067 -0.8901960784313724950322921" Chromosome2="-0.1075329591122948791337421 0.9763389135516442607354293 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 -0.6156862745098039546576274" Performance="35.05832259488601465591273 0.5068000000000000282440737 0.5063999999999999612754209 0.5063999999999999612754209 0.5068000000000000282440737 0.9992107340173638219127383 0 0.5068000000000000282440737 35.08601479282826574035425 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4133479666110931316502786 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="-0.06460176671252526592326149 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8274509803921568096285455 1" Performance="35.05832259488601465591273 0.5068000000000000282440737 0.5063999999999999612754209 0.5063999999999999612754209 0.5068000000000000282440737 0.9992107340173638219127383 0 0.5068000000000000282440737 35.08601479282826574035425 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3983310733430694416945528 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -0.8526406705689927312263876 -0.8745098039215686291925067 -1" Chromosome2="-0.1165967923661134081347868 1 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 0.9687415060720273585204154" Performance="35.05832259488601465591273 0.5068000000000000282440737 0.5063999999999999612754209 0.5063999999999999612754209 0.5068000000000000282440737 0.9992107340173638219127383 0 0.5068000000000000282440737 35.08601479282826574035425 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3264092975980875666053294 -0.9767057549024185103547779 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -0.9755015021464863433919845 -0.8745098039215686291925067 -0.8901960784313724950322921" Chromosome2="-0.1075329591122948791337421 0.9763389135516442607354293 1 -0.5607843137254902021737735 1 0.9819368685549888509100924 -0.8274509803921568096285455 -0.6156862745098039546576274" Performance="35.05832259488601465591273 0.5068000000000000282440737 0.5063999999999999612754209 0.5063999999999999612754209 0.5068000000000000282440737 0.9992107340173638219127383 0 0.5068000000000000282440737 35.08601479282826574035425 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4133479666110931316502786 -0.9953123667441746702522209 -0.1631425703638325064304126 -0.7176470588235294156831401 -0.9820004761989774566544043 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="-0.06460176671252526592326149 0.9765218964997021133811472 1 -0.5607843137254902021737735 0.9681644769192769839349921 -0.3411764705882353032606602 -0.8274509803921568096285455 1" Performance="35.05832259488601465591273 0.5068000000000000282440737 0.5063999999999999612754209 0.5063999999999999612754209 0.5068000000000000282440737 0.9992107340173638219127383 0 0.5068000000000000282440737 35.08601479282826574035425 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4016711884368659446487015 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -1 -0.8745098039215686291925067 -1" Chromosome2="-0.08394742731777138367021962 1 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 1" Performance="34.98845827105336070417252 0.5071999999999999841904241 0.5063999999999999612754209 0.5063999999999999612754209 0.5071999999999999841904241 0.998422712933753953024052 0 0.5071999999999999841904241 35.04373229675802292604203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4016711884368659446487015 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -1 -0.8745098039215686291925067 -1" Chromosome2="-0.08394742731777138367021962 0.992361438729696843097372 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 1" Performance="34.98845827105336070417252 0.5071999999999999841904241 0.5063999999999999612754209 0.5063999999999999612754209 0.5071999999999999841904241 0.998422712933753953024052 0 0.5071999999999999841904241 35.04373229675802292604203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4118139467276576426435497 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -0.9788328072486015551945115 -0.974053894193508740251275 -0.8745098039215686291925067 -0.9472612340909403183530912" Chromosome2="-0.07671946215795891199640266 1 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 1" Performance="34.98845827105336070417252 0.5071999999999999841904241 0.5063999999999999612754209 0.5063999999999999612754209 0.5071999999999999841904241 0.998422712933753953024052 0 0.5071999999999999841904241 35.04373229675802292604203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8745098039215686291925067 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8274509803921568096285455 -0.6156862745098039546576274" Performance="34.91874274427091506822762 0.507600000000000051159077 0.5063999999999999612754209 0.5063999999999999612754209 0.507600000000000051159077 0.997635933806146568691986 0 0.507600000000000051159077 35.00148858015781172525749 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.996505969587494377925907 -1 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8745098039215686291925067 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8274509803921568096285455 -0.6156862745098039546576274" Performance="34.91874274427091506822762 0.507600000000000051159077 0.5063999999999999612754209 0.5063999999999999612754209 0.507600000000000051159077 0.997635933806146568691986 0 0.507600000000000051159077 35.00148858015781172525749 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4133479666110931316502786 -1 -0.1631425703638325064304126 -0.7176470588235294156831401 -1 -1 -0.8745098039215686291925067 -1" Chromosome2="-0.06460176671252526592326149 1 1 -0.5607843137254902021737735 1 1 -0.8274509803921568096285455 0.9597899976319500536803275" Performance="34.84917559133772613222391 0.5080000000000000071054274 0.5063999999999999612754209 0.5063999999999999612754209 0.5080000000000000071054274 0.9968503937007874293740883 0 0.5080000000000000071054274 34.95928357108918760332017 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.937511256414240823353623 -1 -0.9906685079827353135328849 -0.9756421128880571336239313 -0.9862990136491134318674767 -0.8745098039215686291925067 -1" Chromosome2="1 1 1 1 0.9638515127484094113796687 0.9865178721025585906190258 -0.8274509803921568096285455 1" Performance="30.80913351028456759195251 0.5328000000000000513367127 0.5063999999999999612754209 0.5063999999999999612754209 0.5328000000000000513367127 0.9504504504504504014406052 0 0.5328000000000000513367127 32.41529686864063819484727 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.20412776619908612474319 0.4255999999999999783284466 0.5063999999999999612754209 0.5063999999999999612754209 0.4255999999999999783284466 1 0 0.4255999999999999783284466 32.20412776619908612474319 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8274509803921568096285455 1" Performance="32.20412776619908612474319 0.4255999999999999783284466 0.5063999999999999612754209 0.5063999999999999612754209 0.4255999999999999783284466 1 0 0.4255999999999999783284466 32.20412776619908612474319 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1881338282056103927697421 -1 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3132813803754210812968495 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.20412776619908612474319 0.4255999999999999783284466 0.5063999999999999612754209 0.5063999999999999612754209 0.4255999999999999783284466 1 0 0.4255999999999999783284466 32.20412776619908612474319 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="2.560000000000000053290705">
<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">
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<Rule Type="!" Prediction="0" Chromosome1="-0.342299354076385453637954 -1 -1 -0.8020629996935207950414792 -0.9104857790604260481259757 -0.5607843137254902021737735 -1 -1" Chromosome2="0.5924351982005378047801969 1 0.9641197802417952322784345 -0.5167417820478306111908751 -0.6861295067112553880406267 -0.3411764705882353032606602 -0.7502670224171642532340343 0.9898730148236418724394525" Performance="34.89133586281413812457686 0.4799999999999999822364316 0.4964000000000000079047879 0.5036000000000000476063633 0.4799999999999999822364316 1 0 0.4799999999999999822364316 34.89133586281413812457686 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.342299354076385453637954 -1 -1 -0.8020629996935207950414792 -0.9104857790604260481259757 -0.5607843137254902021737735 -1 -1" Chromosome2="0.5924351982005378047801969 0.982957510681201962476905 0.9641197802417952322784345 -0.5167417820478306111908751 -0.6861295067112553880406267 -0.3411764705882353032606602 -0.7502670224171642532340343 1" Performance="34.89133586281413812457686 0.4799999999999999822364316 0.4964000000000000079047879 0.5036000000000000476063633 0.4799999999999999822364316 1 0 0.4799999999999999822364316 34.89133586281413812457686 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5665703310512367751883289 -1 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 0.7120163104581616053678772 1 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5665703310512367751883289 -0.9999232932384456429275588 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 0.7120163104581616053678772 1 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5665703310512367751883289 -0.9999232932384456429275588 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.9899105269814262308969433" Chromosome2="1 1 0.7120163104581616053678772 1 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.999672445689181010664015 0.5665703310512367751883289 -1 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 0.7120163104581616053678772 1 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9784004941582680192624366 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8784066157855201506521325 -1" Chromosome2="0.9893057591095566483119228 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8208959008570593240960989 0.9623765431876692977297694" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.999672445689181010664015 0.5665703310512367751883289 -1 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 0.7120163104581616053678772 0.9962320000707328704336874 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9157961119452248111016956 -1 -0.7176470588235294156831401 -0.7739182157181750953967025 -1 -0.8823529411764705621123994 -0.9650295607798771158059026" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7000909466766660482761608 1 -0.8352941176470588535707407 0.9988495107082759894012725" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9784004941582680192624366 -0.9778431910400589011089778 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8784066157855201506521325 -1" Chromosome2="0.9893057591095566483119228 0.9829001532453629508268023 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8208959008570593240960989 0.9623765431876692977297694" Performance="32.49120387365625362008359 0.4331999999999999739763723 0.5036000000000000476063633 0.5036000000000000476063633 0.4331999999999999739763723 0.9981532779316713011041884 0 0.4331999999999999739763723 32.55131710931519251062127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3127866452778962913505723 -1 0.5398487963241522802348982 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="0.05008175551672194858454645 1 0.841684460570560899483894 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3127866452778962913505723 -1 0.5398487963241522802348982 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.9575933688837621193812311" Chromosome2="0.05008175551672194858454645 1 0.841684460570560899483894 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 0.9944468660073148003064603" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5062077505440980562667619 -0.7176470588235294156831401 -0.7882352941176470340067794 -1 -1 -1" Chromosome2="0.9600056815892458184080738 1 0.7569245295751833024766597 -0.5607843137254902021737735 -0.7019607843137254388210522 0.8599238772876560688018799 1 1" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3127866452778962913505723 -1 0.5398487963241522802348982 -0.7176470588235294156831401 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -0.9575933688837621193812311" Chromosome2="0.05008175551672194858454645 1 0.841684460570560899483894 -0.5607843137254902021737735 -0.7019607843137254388210522 1 -0.8352941176470588535707407 0.9944468660073148003064603" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 0.9623765431876692977297694" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9791758533377769024852455 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9791758533377769024852455 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.993919501826167062219497" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 0.9853549467772245717966939" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9791758533377769024852455 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.993919501826167062219497" Chromosome2="1 1 0.9909968476933546099871819 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.8352941176470588535707407 0.9853549467772245717966939" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3127866452778962913505723 -0.9955461906350177025970538 0.5398487963241522802348982 -0.7176470588235294156831401 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -0.9575933688837621193812311" Chromosome2="0.05008175551672194858454645 1 0.841684460570560899483894 -0.5607843137254902021737735 -0.7019607843137254388210522 1 -0.8352941176470588535707407 0.9944468660073148003064603" Performance="32.41574644205421407150425 0.4335999999999999854338739 0.5036000000000000476063633 0.5036000000000000476063633 0.4335999999999999854338739 0.997232472324723229206711 0 0.4335999999999999854338739 32.50570688546417130737609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -1 -0.9224951719481087053509327" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 -0.5877190749160315919041864" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9876625009469295335406969 -1 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9876625009469295335406969 -1 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.9623184675971666601768106" Chromosome2="1 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9157961119452248111016956 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -1 -1" Chromosome2="0.9995929982256273049756601 1 0.9690948040315917610953989 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9157961119452248111016956 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -1 -1" Chromosome2="1 1 0.9690948040315917610953989 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -1 -0.9224951719481087053509327" Chromosome2="1 1 0.9816504339628582265220302 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 -0.5877190749160315919041864" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9890049362739363747465404 -1 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 0.9801588168592898497877286 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.1904989341474632169593 0.4348000000000000198063788 0.5036000000000000476063633 0.5036000000000000476063633 0.4348000000000000198063788 0.994480220791168378902114 0 0.4348000000000000198063788 32.3691696035321854196809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.720590441732430031507306 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -0.9580047235754775014626716" Chromosome2="1 1 1 -0.5218670394490747543869702 -0.7019607843137254388210522 1 -0.8352941176470588535707407 -0.6490446240396476884626509" Performance="32.04126503631189848420036 0.4355999999999999872102308 0.5036000000000000476063633 0.5036000000000000476063633 0.4355999999999999872102308 0.9926538108356289802358674 0 0.4355999999999999872102308 32.27838818181651703298485 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9434262720438150173762892 -0.720590441732430031507306 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -0.9580047235754775014626716" Chromosome2="1 0.9926733948214321312519814 1 -0.5218670394490747543869702 -0.7019607843137254388210522 1 -0.8352941176470588535707407 -0.6490446240396476884626509" Performance="32.04126503631189848420036 0.4355999999999999872102308 0.5036000000000000476063633 0.5036000000000000476063633 0.4355999999999999872102308 0.9926538108356289802358674 0 0.4355999999999999872102308 32.27838818181651703298485 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9602966838412814176706433 -0.9874714061106536489020868 -1 -0.720590441732430031507306 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -0.9580047235754775014626716" Chromosome2="0.9978482626378536446409839 0.964541323556035168351741 1 -0.5218670394490747543869702 -0.7019607843137254388210522 1 -0.8352941176470588535707407 -0.6490446240396476884626509" Performance="32.04126503631189848420036 0.4355999999999999872102308 0.5036000000000000476063633 0.5036000000000000476063633 0.4355999999999999872102308 0.9926538108356289802358674 0 0.4355999999999999872102308 32.27838818181651703298485 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9434262720438150173762892 -0.720590441732430031507306 -1 -0.5607843137254902021737735 -0.8823529411764705621123994 -0.9580047235754775014626716" Chromosome2="1 0.9926733948214321312519814 1 -0.5218670394490747543869702 1 -0.3411764705882353032606602 -0.8352941176470588535707407 -0.6490446240396476884626509" Performance="31.96692556882834423959139 0.4359999999999999986677324 0.5036000000000000476063633 0.5036000000000000476063633 0.4359999999999999986677324 0.9917431192660550731687863 0 0.4359999999999999986677324 32.23307018503505361195494 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9917428985105029015656442 -1 -1 -0.8039215686274510108688673 -0.9921568627450980670801073 -0.5607843137254902021737735 -0.8990626821597040851941074 -1" Chromosome2="1 1 1 -0.4666666666666666740681535 -0.4352941176470588313662802 -0.3411764705882353032606602 -0.8385503962917738585147731 1" Performance="31.57806744794256559316636 0.4351999999999999757527291 0.5036000000000000476063633 0.5036000000000000476063633 0.4351999999999999757527291 0.9880514705882352810561997 0 0.4351999999999999757527291 31.95994175196419817552851 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="2.800000000000000266453526">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="103" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1973577940489019688641292 -1 -1 -0.8029873996697953764112299 -0.5294117647058823594719001 -0.9035262796639534910170255 -0.9871821937596668705694469" Chromosome2="1 0.3605102133776216799532222 1 1 -0.6932517572025184149353549 -0.3411764705882353032606602 -0.8261297213984317711066296 1" Performance="35.46755591256558659551956 0.4951999999999999735322831 0.4948000000000000175859327 0.4948000000000000175859327 0.4951999999999999735322831 0.999192245557350533502472 0 0.4951999999999999735322831 35.49622814854987495891692 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2924055399555786083354292 -0.9463369299657642397249901 -0.245244047213710958388333 -0.7216717315251540698639587 -1 -0.5294117647058823594719001 -0.9649886977500640172777935 -0.9722557448382889155880093" Chromosome2="-0.1172110971209465168918484 0.9435871307738125102204663 1 -0.5478248352545660448953413 1 -0.3411764705882353032606602 1 0.9273244642785617442015678" Performance="35.11409331173927483860098 0.4971999999999999753086399 0.4948000000000000175859327 0.4948000000000000175859327 0.4971999999999999753086399 0.9951729686242960504216626 0 0.4971999999999999753086399 35.28441227687301307014422 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2924055399555786083354292 -0.9463369299657642397249901 -0.245244047213710958388333 -0.7216717315251540698639587 -0.9939259950485493932959002 -0.5294117647058823594719001 -0.9649886977500640172777935 -0.9722557448382889155880093" Chromosome2="-0.1172110971209465168918484 0.9435871307738125102204663 1 -0.5478248352545660448953413 0.9962733934116032585848188 -0.3411764705882353032606602 1 0.9273244642785617442015678" Performance="35.11409331173927483860098 0.4971999999999999753086399 0.4948000000000000175859327 0.4948000000000000175859327 0.4971999999999999753086399 0.9951729686242960504216626 0 0.4971999999999999753086399 35.28441227687301307014422 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.468180619449472645854371 -1 0.5751949849561983629797624 -0.7030194074550409899515557 -0.9843137254901961341602146 -0.5282871869593567248912791 -0.9663344824161285151475909 -0.8980392156862745389744873" Chromosome2="0.1751319164961390451029644 1 0.8896649047168864177237424 -0.4158917958037661177783662 -0.6078431372549020217377347 -0.1214846586282639362419644 1 -0.6078431372549020217377347" Performance="34.39668915551961703158668 0.4832000000000000183852933 0.5051999999999999824140673 0.4948000000000000175859327 0.4832000000000000183852933 1 0 0.4832000000000000183852933 34.39668915551961703158668 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.468180619449472645854371 -0.9996034340695181263924951 0.5751949849561983629797624 -0.7030194074550409899515557 -0.9843137254901961341602146 -0.5282871869593567248912791 -0.9663344824161285151475909 -0.8980392156862745389744873" Chromosome2="0.1751319164961390451029644 1 0.8896649047168864177237424 -0.4158917958037661177783662 -0.6078431372549020217377347 -0.1214846586282639362419644 1 -0.6078431372549020217377347" Performance="34.39668915551961703158668 0.4832000000000000183852933 0.5051999999999999824140673 0.4948000000000000175859327 0.4832000000000000183852933 1 0 0.4832000000000000183852933 34.39668915551961703158668 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9778084883719314612804396 -1 -0.5294117647058823594719001 -0.9775941581393663426524654 -0.9259521678067620387153625" Chromosome2="1 1 1 -0.5606212116063288286582633 1 -0.3411764705882353032606602 1 -0.5679889566173740300669692" Performance="34.1681371948572518704168 0.4768000000000000015987212 0.5051999999999999824140673 0.4948000000000000175859327 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.1681371948572518704168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9778084883719314612804396 -1 -0.5294117647058823594719001 -0.9775941581393663426524654 -0.9259521678067620387153625" Chromosome2="1 0.9796001822465941755169183 1 -0.5606212116063288286582633 1 -0.3411764705882353032606602 1 -0.5679889566173740300669692" Performance="34.1681371948572518704168 0.4768000000000000015987212 0.5051999999999999824140673 0.4948000000000000175859327 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.1681371948572518704168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9778084883719314612804396 -1 -0.5294117647058823594719001 -0.9775941581393663426524654 -0.9259521678067620387153625" Chromosome2="0.998569435643396174917541 1 1 -0.5606212116063288286582633 1 -0.3411764705882353032606602 1 -0.5679889566173740300669692" Performance="34.1681371948572518704168 0.4768000000000000015987212 0.5051999999999999824140673 0.4948000000000000175859327 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.1681371948572518704168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -0.9834803777365860311121537 -0.9778084883719314612804396 -1 -0.5294117647058823594719001 -0.9775941581393663426524654 -0.9259521678067620387153625" Chromosome2="0.998569435643396174917541 1 0.9969805950849232045740678 -0.5606212116063288286582633 1 -0.3411764705882353032606602 1 -0.5679889566173740300669692" Performance="34.1681371948572518704168 0.4768000000000000015987212 0.5051999999999999824140673 0.4948000000000000175859327 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.1681371948572518704168 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 -1 -0.9778084883719314612804396 -1 -0.5294117647058823594719001 -0.9775941581393663426524654 -0.9259521678067620387153625" Chromosome2="0.998569435643396174917541 1 1 -0.5606212116063288286582633 0.9893922711536288217004653 -0.3411764705882353032606602 1 -0.5679889566173740300669692" Performance="34.1681371948572518704168 0.4768000000000000015987212 0.5051999999999999824140673 0.4948000000000000175859327 0.4768000000000000015987212 1 0 0.4768000000000000015987212 34.1681371948572518704168 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9854367210840184743148029 -1 0.5465861750130464047359169 -1 -0.9813639281977278860935598 -0.5294117647058823594719001 -1 -0.8553842156741987556856088" Chromosome2="1 1 0.698172030040066005085464 0.9817961883834667169423938 1 -0.3411764705882353032606602 1 -0.6009929171580747908620879" Performance="33.07157143426683632014829 0.509199999999999985966781 0.4948000000000000175859327 0.4948000000000000175859327 0.509199999999999985966781 0.9717203456402199179819945 0 0.509199999999999985966781 34.03404238950822957576747 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9854367210840184743148029 -1 0.5465861750130464047359169 -1 -1 -0.5294117647058823594719001 -1 -0.8553842156741987556856088" Chromosome2="1 1 0.698172030040066005085464 0.9817961883834667169423938 1 -0.3411764705882353032606602 1 -0.6009929171580747908620879" Performance="33.0057193376462549849748 0.5096000000000000529354338 0.4948000000000000175859327 0.4948000000000000175859327 0.5096000000000000529354338 0.9709576138147566481961803 0 0.5096000000000000529354338 33.99295589018701235772824 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9854367210840184743148029 -0.9806686770170927047729492 0.5465861750130464047359169 -1 -1 -0.5294117647058823594719001 -1 -0.8553842156741987556856088" Chromosome2="1 1 0.698172030040066005085464 0.9817961883834667169423938 1 -0.3411764705882353032606602 1 -0.6009929171580747908620879" Performance="33.0057193376462549849748 0.5096000000000000529354338 0.4948000000000000175859327 0.4948000000000000175859327 0.5096000000000000529354338 0.9709576138147566481961803 0 0.5096000000000000529354338 33.99295589018701235772824 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.4428904850865962306016854 -1 0.5751949849561983629797624 -0.7030194074550409899515557 -0.9631523723256523172864263 -0.5622573770817463900684174 -1 -0.9292496442469543316278191" Chromosome2="0.1883824040422650836212881 0.99632910744327563001832 0.8896649047168864177237424 -0.4158917958037661177783662 -0.624378846190807856864069 -0.1269232556272317791190574 1 -0.6386525634430898490379036" Performance="33.98130686350980766974317 0.4716000000000000191846539 0.5051999999999999824140673 0.4948000000000000175859327 0.4716000000000000191846539 1 0 0.4716000000000000191846539 33.98130686350980766974317 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.4428904850865962306016854 -1 0.5751949849561983629797624 -0.7030194074550409899515557 -0.9843137254901961341602146 -0.5779635743073681108938899 -1 -0.8980392156862745389744873" Chromosome2="0.1883824040422650836212881 1 0.8896649047168864177237424 -0.4158917958037661177783662 -0.6078431372549020217377347 -0.1350157068786668190796263 1 -0.6078431372549020217377347" Performance="33.76444882936184654909084 0.4656000000000000138555833 0.5051999999999999824140673 0.4948000000000000175859327 0.4656000000000000138555833 1 0 0.4656000000000000138555833 33.76444882936184654909084 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -4.212547597907191132549087 -1 -1.091326703919137219855884 1.989629814331479229494448 -0.9887573660628216076773356 -0.6637500838231668032207722 4.005550164011888902848568" Chromosome2="1 -5.986668163807402187615025 -1 0.6477815955726714536311306 -1.435149281449525027198888 0.9772624141108747775064103 0.1622075252026322356169175 -2.613053408888992290570741" Performance="33.48774607189106689020264 0.4580000000000000182076576 0.5051999999999999824140673 0.4948000000000000175859327 0.4580000000000000182076576 1 0 0.4580000000000000182076576 33.48774607189106689020264 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2924055399555786083354292 -1 -0.245244047213710958388333 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -0.9437033773719013529657218 -0.9722557448382889155880093" Chromosome2="-0.1172110971209465168918484 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 0.9771050909026102182508566 0.9273244642785617442015678" Performance="33.08724801169175577797432 0.4359999999999999986677324 0.4948000000000000175859327 0.4948000000000000175859327 0.4359999999999999986677324 0.9972477064220183207154946 0 0.4359999999999999986677324 33.17856516351795193031649 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7168045048579605449390328 -1 -0.5294117647058823594719001 -0.8823529411764705621123994 -0.8407696996698109659362785" Chromosome2="1 1 1 -0.5376144835254692555537304 1 -0.3411764705882353032606602 -0.8352941176470588535707407 -0.6261892512169371372010573" Performance="33.06909597880469675601489 0.4308000000000000162536651 0.4948000000000000175859327 0.4948000000000000175859327 0.4308000000000000162536651 0.9990714948932218897326152 0 0.4308000000000000162536651 33.09982933937979510119476 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2763331950349264820587791 -1 -1 -0.7012223591414910028873919 -1 -0.5294117647058823594719001 -0.8823529411764705621123994 -0.9805331765077053285395436" Chromosome2="-0.1099931025506283160941834 1 1 -0.5513227762860348768469976 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="33.06909597880469675601489 0.4308000000000000162536651 0.4948000000000000175859327 0.4948000000000000175859327 0.4308000000000000162536651 0.9990714948932218897326152 0 0.4308000000000000162536651 33.09982933937979510119476 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9929810753902015285632388 -0.7168045048579605449390328 -1 -0.5294117647058823594719001 -0.8823529411764705621123994 -0.8407696996698109659362785" Chromosome2="1 1 0.995442005704440524560539 -0.5376144835254692555537304 1 -0.3411764705882353032606602 -0.8352941176470588535707407 -0.6261892512169371372010573" Performance="33.06909597880469675601489 0.4308000000000000162536651 0.4948000000000000175859327 0.4948000000000000175859327 0.4308000000000000162536651 0.9990714948932218897326152 0 0.4308000000000000162536651 33.09982933937979510119476 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2473274582903629559282876 -0.9742073529296451095405018 -1 -0.7228476595352677502859251 -0.9660549881506939051689642 -0.5294117647058823594719001 -0.8823529411764705621123994 -1" Chromosome2="-0.09117064816889418332745976 0.9574910285986132363333923 1 -0.5347636324375097949257452 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.99300594202121317266574 0.4312000000000000277111667 0.4948000000000000175859327 0.4948000000000000175859327 0.4312000000000000277111667 0.9981447124304266838024091 0 0.4312000000000000277111667 33.05433123187626875960632 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2473274582903629559282876 -0.9742073529296451095405018 -0.9910121262482889381573159 -0.7228476595352677502859251 -0.9660549881506939051689642 -0.5294117647058823594719001 -0.8823529411764705621123994 -1" Chromosome2="-0.09117064816889418332745976 0.9574910285986132363333923 1 -0.5347636324375097949257452 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.99300594202121317266574 0.4312000000000000277111667 0.4948000000000000175859327 0.4948000000000000175859327 0.4312000000000000277111667 0.9981447124304266838024091 0 0.4312000000000000277111667 33.05433123187626875960632 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7185898368349572518098967 -1 -0.5294117647058823594719001 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.544457892697719936236922 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="32.61539601465025128845809 0.4331999999999999739763723 0.4948000000000000175859327 0.4948000000000000175859327 0.4331999999999999739763723 0.9935364727608494428423569 0 0.4331999999999999739763723 32.82757795898348263108346 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -0.5294117647058823594719001 -0.8893940678414177236632554 -1" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 1 1 -0.3411764705882353032606602 -0.7827608576701844400602681 0.6933135283179581165313721" Performance="32.55483527710068614169359 0.415200000000000013500312 0.4948000000000000175859327 0.4948000000000000175859327 0.415200000000000013500312 1 0 0.415200000000000013500312 32.55483527710068614169359 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2594550875960160429833934 -1 -1 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -0.8823529411764705621123994 -1" Chromosome2="-0.1165710746992957014267489 1 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.8352941176470588535707407 1" Performance="30.66617493657020787622969 0.3708000000000000184741111 0.4948000000000000175859327 0.4948000000000000175859327 0.3708000000000000184741111 0.9989212513484357902626698 0 0.3708000000000000184741111 30.6992917561561391437408 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="2.859999999999999875655021">
<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">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -1 -0.8610839829150546131941724 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 1 1 0.9844489494142564245393601 -0.8273701523096385068711811 1" Performance="31.91100446548684743675039 0.4344000000000000083488771 0.4979999999999999982236432 0.4979999999999999982236432 0.4344000000000000083488771 0.9880294659300183912620241 0 0.4344000000000000083488771 32.29762427727746398886666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -1 -0.8610839829150546131941724 -1" Chromosome2="0.9956547429525777204162296 0.3803921568627450788824262 0.7019607843137254388210522 1 1 1 -0.8273701523096385068711811 1" Performance="31.91100446548684743675039 0.4344000000000000083488771 0.4979999999999999982236432 0.4979999999999999982236432 0.4344000000000000083488771 0.9880294659300183912620241 0 0.4344000000000000083488771 32.29762427727746398886666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -1 -0.8610839829150546131941724 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 1 1 1 -0.8273701523096385068711811 0.9897274201270193083601612" Performance="31.91100446548684743675039 0.4344000000000000083488771 0.4979999999999999982236432 0.4979999999999999982236432 0.4344000000000000083488771 0.9880294659300183912620241 0 0.4344000000000000083488771 32.29762427727746398886666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -0.7805275595135308108751815 -1 -0.8745098039215686291925067 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 1 -0.6827875584665121788674469 1 -0.8274509803921568096285455 1" Performance="31.8371584436056096478751 0.4348000000000000198063788 0.4979999999999999982236432 0.4979999999999999982236432 0.4348000000000000198063788 0.9871205151793928100900644 0 0.4348000000000000198063788 32.25255473271136708035556 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -0.9832399452657059057969491 -1 -0.9789321636781096458435059 -0.8745098039215686291925067 -1" Chromosome2="1 0.3803921568627450788824262 0.7019607843137254388210522 0.9946331696377860298596829 1 0.9717907912057378583270406 -0.8274509803921568096285455 1" Performance="31.61671801963368721999359 0.4359999999999999986677324 0.4979999999999999982236432 0.4979999999999999982236432 0.4359999999999999986677324 0.9844036697247706690916402 0 0.4359999999999999986677324 32.11763526691586179140359 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9843137254901961341602146 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="1 1 1 1 -0.6078431372549020217377347 -0.3803921568627450788824262 -0.8274509803921568096285455 1" Performance="31.40944088577034776221808 0.4308000000000000162536651 0.4979999999999999982236432 0.4979999999999999982236432 0.4308000000000000162536651 0.9842154131847725695436679 0 0.4308000000000000162536651 31.91317720186289008665881 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9688815272102753173300016 -1 -1 -1 -0.9843137254901961341602146 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="0.9630470432961980575825578 1 1 1 -0.6078431372549020217377347 -0.3803921568627450788824262 -0.8274509803921568096285455 1" Performance="31.40944088577034776221808 0.4308000000000000162536651 0.4979999999999999982236432 0.4979999999999999982236432 0.4308000000000000162536651 0.9842154131847725695436679 0 0.4308000000000000162536651 31.91317720186289008665881 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9688815272102753173300016 -1 -1 -1 -0.9843137254901961341602146 -0.5607843137254902021737735 -0.8745098039215686291925067 -0.9546369677192942937438147" Chromosome2="0.9630470432961980575825578 1 1 1 -0.6078431372549020217377347 -0.3803921568627450788824262 -0.8274509803921568096285455 0.9730949122458696365356445" Performance="31.40944088577034776221808 0.4308000000000000162536651 0.4979999999999999982236432 0.4979999999999999982236432 0.4308000000000000162536651 0.9842154131847725695436679 0 0.4308000000000000162536651 31.91317720186289008665881 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9688815272102753173300016 -1 -1 -1 -0.9843137254901961341602146 -0.5607843137254902021737735 -0.8745098039215686291925067 -0.9546369677192942937438147" Chromosome2="0.9630470432961980575825578 0.9890690297260880115004511 1 1 -0.6078431372549020217377347 -0.3803921568627450788824262 -0.8274509803921568096285455 0.9730949122458696365356445" Performance="31.40944088577034776221808 0.4308000000000000162536651 0.4979999999999999982236432 0.4979999999999999982236432 0.4308000000000000162536651 0.9842154131847725695436679 0 0.4308000000000000162536651 31.91317720186289008665881 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9710394156375720120522033 -0.9843137254901961341602146 -0.5607843137254902021737735 -0.8745098039215686291925067 -1" Chromosome2="1 1 1 1 -0.6078431372549020217377347 -0.3803921568627450788824262 -0.8274509803921568096285455 1" Performance="31.40944088577034776221808 0.4308000000000000162536651 0.4979999999999999982236432 0.4979999999999999982236432 0.4308000000000000162536651 0.9842154131847725695436679 0 0.4308000000000000162536651 31.91317720186289008665881 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="3.660000000000000142108547">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="r" Prediction="0" Chromosome1="-1.957537940452237279487235 -4.341940077809330666980259 -3.414203346831983232334551 -1 2.076583675464280354105995 2.359313868644907774552166 -1 3.158302847160664228454152" Chromosome2="2.252650160667730716568258 -6.216257106163476819915559 -2.307571519482058963745885 1 -1.490784448532055384006867 -1.749334166013341462786457 1 -2.028884540867763153215719" Performance="34.03066881142783017821785 0.4380000000000000004440892 0.4859999999999999875655021 0.5140000000000000124344979 0.4380000000000000004440892 1 0 0.4380000000000000004440892 34.03066881142783017821785 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5472178703233759877733178 -0.7744808796062774280954955 -0.9707917464582446198662069 -1 -0.9042559415759409136015279 -1" Chromosome2="1 1 0.6757933429334439523472611 -0.4828173106280611581730966 -0.5478995730676282649440623 1 -0.5395738986850368013037382 1" Performance="31.81368528187625344116896 0.5323999999999999843680598 0.5140000000000000124344979 0.5140000000000000124344979 0.5323999999999999843680598 0.9654395191585274371703917 0 0.5323999999999999843680598 32.95254094177221304562408 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9799617826546492826977897 -1 0.5472178703233759877733178 -0.7744808796062774280954955 -0.9707917464582446198662069 -1 -0.9042559415759409136015279 -1" Chromosome2="1 1 0.6757933429334439523472611 -0.4828173106280611581730966 -0.5478995730676282649440623 1 -0.5395738986850368013037382 1" Performance="31.81368528187625344116896 0.5323999999999999843680598 0.5140000000000000124344979 0.5140000000000000124344979 0.5323999999999999843680598 0.9654395191585274371703917 0 0.5323999999999999843680598 32.95254094177221304562408 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9524079953719463143002599 0.5327399104930996553974865 -0.7796231773565348577292866 -0.9921568627450980670801073 -0.9907493721169065015175192 -0.9008301246650866067611219 -1" Chromosome2="1 1 0.6727796059661831362674889 -0.4909448120731798037574833 -0.545098039215686336333988 1 -0.5294418624726909827771237 1" Performance="31.43758353308355424360343 0.5348000000000000531130695 0.5140000000000000124344979 0.5140000000000000124344979 0.5348000000000000531130695 0.9611069558713537519523129 0 0.5348000000000000531130695 32.70976590173751930024082 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9524079953719463143002599 0.5327399104930996553974865 -0.7960784313725490779489746 -0.9845198367936902617003625 -1 -0.9022611531509864279954058 -1" Chromosome2="0.9831990478052334836434056 1 0.6727796059661831362674889 -0.4823529411764705399079389 -0.5687828673853302374752161 1 -0.5256570581299792044305264 1" Performance="31.12765025584709377426407 0.5368000000000000548894263 0.5140000000000000124344979 0.5140000000000000124344979 0.5368000000000000548894263 0.9575260804769001321545829 0 0.5368000000000000548894263 32.50840983918038773481385 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -0.7384156552870388967590998 -0.8098270467158785734795856 -1 -0.9042559415759409136015279 -0.877247544936835765838623" Chromosome2="1 1 0.6627450980392157742215886 -0.5516236955753048842865383 -0.6518024213087483254014387 0.9171200271230190992355347 -0.5395738986850368013037382 0.942428239466001627100411" Performance="32.30731236526834493361093 0.4440000000000000057731597 0.5140000000000000124344979 0.5140000000000000124344979 0.4440000000000000057731597 0.9990990990990991083009476 0 0.4440000000000000057731597 32.33644429706750145214755 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9746319205810626273844832 0.1921568627450980226711863 0.5529411764705882692538808 -1 -0.8702685989431020452400389 -0.567159535136283254885825 -1 -0.8980392156862745389744873" Chromosome2="0.9971452054878076065591586 0.333333333333333259318465 0.6627450980392157742215886 0.9644789586464563857504118 0.9994624644545282432517297 -0.2218880913355164574696232 1 -0.6156862745098039546576274" Performance="32.30731236526834493361093 0.4440000000000000057731597 0.5140000000000000124344979 0.5140000000000000124344979 0.4440000000000000057731597 0.9990990990990991083009476 0 0.4440000000000000057731597 32.33644429706750145214755 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9774745330912992802296912 0.5529411764705882692538808 -0.7384156552870388967590998 -0.8098270467158785734795856 -1 -0.9042559415759409136015279 -0.877247544936835765838623" Chromosome2="1 1 0.6627450980392157742215886 -0.5516236955753048842865383 -0.6518024213087483254014387 0.9171200271230190992355347 -0.5395738986850368013037382 0.942428239466001627100411" Performance="32.30731236526834493361093 0.4440000000000000057731597 0.5140000000000000124344979 0.5140000000000000124344979 0.4440000000000000057731597 0.9990990990990991083009476 0 0.4440000000000000057731597 32.33644429706750145214755 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9911507786148123777536512 -1 0.5529411764705882692538808 -0.7384156552870388967590998 -0.8098270467158785734795856 -1 -0.9042559415759409136015279 -0.877247544936835765838623" Chromosome2="0.9783932885569003312653535 1 0.6627450980392157742215886 -0.5516236955753048842865383 -0.6518024213087483254014387 0.9171200271230190992355347 -0.5395738986850368013037382 0.942428239466001627100411" Performance="32.30731236526834493361093 0.4440000000000000057731597 0.5140000000000000124344979 0.5140000000000000124344979 0.4440000000000000057731597 0.9990990990990991083009476 0 0.4440000000000000057731597 32.33644429706750145214755 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -0.8736969189360652698894683 -0.567159535136283254885825 -1 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 0.9644789586464563857504118 0.974829313412020281859327 -0.2218880913355164574696232 1 -0.6156862745098039546576274" Performance="32.15867842799490006200358 0.4447999999999999731770117 0.5140000000000000124344979 0.5140000000000000124344979 0.4447999999999999731770117 0.9973021582733813117371824 0 0.4447999999999999731770117 32.24567214781814783464142 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9881239970900902447326075 0.1094595796389489367195225 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -0.9843137254901961341602146 -0.9994367638478676152402613" Chromosome2="1 0.3514601167993154917645882 1 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 -0.4431372549019607642861729 1" Performance="32.14594482448233492277723 0.4395999999999999907629444 0.5140000000000000124344979 0.5140000000000000124344979 0.4395999999999999907629444 0.9990900818926297111133294 0 0.4395999999999999907629444 32.17522164126237527170815 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.08822588717258467161386193 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3500898390113575953108693 0.9838842355029683295342124 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 1 1" Performance="32.14594482448233492277723 0.4395999999999999907629444 0.5140000000000000124344979 0.5140000000000000124344979 0.4395999999999999907629444 0.9990900818926297111133294 0 0.4395999999999999907629444 32.17522164126237527170815 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9524079953719463143002599 0.5327399104930996553974865 -0.7960784313725490779489746 -0.9921568627450980670801073 -1 -0.8896235072699277823815578 -0.9743972432333976030349731" Chromosome2="1 1 0.6727796059661831362674889 -0.4823529411764705399079389 -0.545098039215686336333988 1 -0.5432856645105916815197133 1" Performance="30.57761144405218800557122 0.5403999999999999914734872 0.5140000000000000124344979 0.5140000000000000124344979 0.5403999999999999914734872 0.9511472982975573975394923 0 0.5403999999999999914734872 32.14813467775447719532167 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1002913274674438748323979 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3657681921533508795363332 1 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 1 1" Performance="32.07116826303284540244931 0.440000000000000002220446 0.5140000000000000124344979 0.5140000000000000124344979 0.440000000000000002220446 0.9981818181818181701103754 0 0.440000000000000002220446 32.1295856915629585159877 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1002913274674438748323979 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -1 -0.9994367638478676152402613" Chromosome2="1 0.3657681921533508795363332 1 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 1 1" Performance="32.07116826303284540244931 0.440000000000000002220446 0.5140000000000000124344979 0.5140000000000000124344979 0.440000000000000002220446 0.9981818181818181701103754 0 0.440000000000000002220446 32.1295856915629585159877 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1002913274674438748323979 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -1 -1" Chromosome2="0.9784895394135404433910708 0.3657681921533508795363332 1 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 1 1" Performance="32.07116826303284540244931 0.440000000000000002220446 0.5140000000000000124344979 0.5140000000000000124344979 0.440000000000000002220446 0.9981818181818181701103754 0 0.440000000000000002220446 32.1295856915629585159877 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1002913274674438748323979 -1 -0.7176470588235294156831401 -0.8111294255037805323027555 -0.5607843137254902021737735 -0.9945550528458423356070739 -1" Chromosome2="1 0.3657681921533508795363332 1 -0.5999999999999999777955395 -0.6800402069808594296418391 -0.3803921568627450788824262 1 1" Performance="32.07116826303284540244931 0.440000000000000002220446 0.5140000000000000124344979 0.5140000000000000124344979 0.440000000000000002220446 0.9981818181818181701103754 0 0.440000000000000002220446 32.1295856915629585159877 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9524079953719463143002599 0.5327399104930996553974865 -0.7960784313725490779489746 -0.9921568627450980670801073 -1 -0.9008301246650866067611219 -1" Chromosome2="1 1 0.6727796059661831362674889 -0.4823529411764705399079389 -0.545098039215686336333988 1 -0.5294418624726909827771237 1" Performance="30.51711000471064139105692 0.5407999999999999474198376 0.5140000000000000124344979 0.5140000000000000124344979 0.5407999999999999474198376 0.9504437869822485174253757 0 0.5407999999999999474198376 32.10827449522862764297315 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9862030301687877420491191 -0.9524079953719463143002599 0.5327399104930996553974865 -0.7960784313725490779489746 -0.9921568627450980670801073 -1 -0.9042559415759409136015279 -0.9743972432333976030349731" Chromosome2="1 1 0.6727796059661831362674889 -0.4823529411764705399079389 -0.545098039215686336333988 0.9886308342049067166001919 -0.5395738986850368013037382 1" Performance="30.39647157831099022473609 0.5415999999999999703348408 0.5140000000000000124344979 0.5140000000000000124344979 0.5415999999999999703348408 0.9490398818316100326697438 0 0.5415999999999999703348408 32.02865565527866209549757 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9494337537325918674468994 0.1910313075700519058752747 0.5607817316066551205366864 -0.8197954640376801105361437 -1 -0.9771914239399708268507538 -0.9121474426631864806935823 -0.8980392156862745389744873" Chromosome2="0.9939718215415874746909708 0.3002767715758332678355202 0.6641582363959803725350639 -0.5028331618756055609864575 1 1 1 -0.6156862745098039546576274" Performance="31.57131624066811070861149 0.4480000000000000093258734 0.5140000000000000124344979 0.5140000000000000124344979 0.4480000000000000093258734 0.9901785714285714634641522 0 0.4480000000000000093258734 31.88446725838438311484424 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -1 -0.8973404118014175478990069 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 1 1 1 -0.819498815940361780008061 -0.6156862745098039546576274" Performance="31.49869345872152237575392 0.448400000000000020783375 0.5140000000000000124344979 0.5140000000000000124344979 0.448400000000000020783375 0.9892952720785013198678826 0 0.448400000000000020783375 31.83952693167432457244104 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9494337537325918674468994 0.1910313075700519058752747 0.5529411764705882692538808 -0.8197954640376801105361437 -1 -1 -0.9121474426631864806935823 -0.8980392156862745389744873" Chromosome2="0.9939718215415874746909708 0.3002767715758332678355202 0.6627450980392157742215886 -0.5028331618756055609864575 1 1 1 -0.6156862745098039546576274" Performance="31.35397328383806225815533 0.449199999999999988187227 0.5140000000000000124344979 0.5140000000000000124344979 0.449199999999999988187227 0.9875333926981300081138215 0 0.449199999999999988187227 31.7497853902165410033831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9494337537325918674468994 0.1910313075700519058752747 0.5529411764705882692538808 -0.8197954640376801105361437 -0.9962056210043571669032758 -1 -0.9121474426631864806935823 -0.8980392156862745389744873" Chromosome2="0.9939718215415874746909708 0.3002767715758332678355202 0.6627450980392157742215886 -0.5028331618756055609864575 1 1 1 -0.6156862745098039546576274" Performance="31.35397328383806225815533 0.449199999999999988187227 0.5140000000000000124344979 0.5140000000000000124344979 0.449199999999999988187227 0.9875333926981300081138215 0 0.449199999999999988187227 31.7497853902165410033831 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9907165493138812006890248 0.1574674186504982087431159 0.5529411764705882692538808 -1 -1 -0.5658187272105160703361548 -1 -0.8980392156862745389744873" Chromosome2="1 0.3220600164837418843966077 0.6627450980392157742215886 1 1 -0.1589003212323309432996155 1 -0.6156862745098039546576274" Performance="31.06661876820272283339364 0.4507999999999999785060822 0.5140000000000000124344979 0.5140000000000000124344979 0.4507999999999999785060822 0.9840283939662821666161108 0 0.4507999999999999785060822 31.57085604306985615608028 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9907165493138812006890248 0.1609035153572892506979031 0.5529411764705882692538808 -1 -0.9929367008202887312506846 -0.5658187272105160703361548 -1 -0.8980392156862745389744873" Chromosome2="1 0.3242151995868363112407451 0.6627450980392157742215886 1 1 -0.1589003212323309432996155 1 -0.6156862745098039546576274" Performance="30.99521143925991850665014 0.4511999999999999899635839 0.5140000000000000124344979 0.5140000000000000124344979 0.4511999999999999899635839 0.9831560283687943435637635 0 0.4511999999999999899635839 31.5262385062986361106141 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9907165493138812006890248 0.1618689068169900657778726 0.5529411764705882692538808 -1 -0.9929367008202887312506846 -0.5658187272105160703361548 -0.9796684551748293667827738 -0.8980392156862745389744873" Chromosome2="1 0.3304198080052931363326252 0.6627450980392157742215886 1 1 -0.1589003212323309432996155 0.9786368754421230775619733 -0.6156862745098039546576274" Performance="30.92397552545970640380801 0.4516000000000000014210855 0.5140000000000000124344979 0.5140000000000000124344979 0.4516000000000000014210855 0.9822852081488042674806138 0 0.4516000000000000014210855 31.48166669814608553679136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1913858637244462701509917 0.5529411764705882692538808 -0.8583610654550315466337906 -0.880027684755623318402229 -1 -1 -0.8693212181145048011998711" Chromosome2="1 0.3130094153969956161098764 0.6627450980392157742215886 -0.4803191479029400023925689 1 1 1 -0.5975419046112643295387556" Performance="30.92397552545970640380801 0.4516000000000000014210855 0.5140000000000000124344979 0.5140000000000000124344979 0.4516000000000000014210855 0.9822852081488042674806138 0 0.4516000000000000014210855 31.48166669814608553679136 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -0.8197954640376801105361437 -1 -1 -0.9121474426631864806935823 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 -0.5028331618756055609864575 1 1 1 -0.6156862745098039546576274" Performance="30.57034806345147970318976 0.4536000000000000031974423 0.5140000000000000124344979 0.5140000000000000124344979 0.4536000000000000031974423 0.9779541446208113164573206 0 0.4536000000000000031974423 31.2594902650621975226386 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -0.5840555430129303893238557 -1 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 1 1 -0.1998728877607460763243807 1 -0.6156862745098039546576274" Performance="30.4300779569610817532066 0.4544000000000000261124455 0.5140000000000000124344979 0.5140000000000000124344979 0.4544000000000000261124455 0.9762323943661971314966763 0 0.4544000000000000261124455 31.17093648251378823488267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -1 -0.5840555430129303893238557 -1 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 0.9644789586464563857504118 1 -0.1998728877607460763243807 1 -0.6156862745098039546576274" Performance="30.4300779569610817532066 0.4544000000000000261124455 0.5140000000000000124344979 0.5140000000000000124344979 0.4544000000000000261124455 0.9762323943661971314966763 0 0.4544000000000000261124455 31.17093648251378823488267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -0.8197954640376801105361437 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 -0.5028331618756055609864575 1 1 1 -0.6156862745098039546576274" Performance="28.53459027568997541379758 0.4656000000000000138555833 0.5140000000000000124344979 0.5140000000000000124344979 0.4656000000000000138555833 0.9527491408934707362021754 0 0.4656000000000000138555833 29.9497412812471885956711 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9501514402218163013458252 -0.9524079953719463143002599 0.5529411764705882692538808 -0.7960784313725490779489746 -0.9921568627450980670801073 -0.9684318550197141828306258 -0.9042559415759409136015279 -1" Chromosome2="1 1 0.6627450980392157742215886 -0.4823529411764705399079389 -0.545098039215686336333988 1 -0.5395738986850368013037382 1" Performance="28.46917656623630321632845 0.466000000000000025313085 0.5140000000000000124344979 0.5140000000000000124344979 0.466000000000000025313085 0.9519313304721029878052718 0 0.466000000000000025313085 29.90675446317880314950344 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8098270467158785734795856 -1 -0.9042559415759409136015279 -0.877247544936835765838623" Chromosome2="1 1 0.6627450980392157742215886 -0.5999999999999999777955395 -0.6518024213087483254014387 1 -0.5395738986850368013037382 0.942428239466001627100411" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8098270467158785734795856 -1 -0.9042559415759409136015279 -0.877247544936835765838623" Chromosome2="0.9584047219582966237183541 1 0.6627450980392157742215886 -0.5999999999999999777955395 -0.6518024213087483254014387 1 -0.5395738986850368013037382 0.942428239466001627100411" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -0.8445992141699752986383487 -1 -0.5607843137254902021737735 -0.9121474426631864806935823 -0.8980392156862745389744873" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 -0.5867812776091423376811917 1 -0.3803921568627450788824262 1 -0.6156862745098039546576274" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9878969659173005846142246 0.1921568627450980226711863 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8589078932305049818296538 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 -0.5999999999999999777955395 -0.6210911353032174675448118 -0.3803921568627450788824262 1 1" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2803978497418118109862917 0.1921568627450980226711863 0.5529411764705882692538808 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -1 -1" Chromosome2="-0.1065163071906449626657931 0.333333333333333259318465 0.6627450980392157742215886 -0.5999999999999999777955395 1 -0.3803921568627450788824262 1 1" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2803978497418118109862917 0.1921568627450980226711863 0.5529411764705882692538808 -0.7176470588235294156831401 -1 -0.5607843137254902021737735 -1 -0.9974967430938374013393855" Chromosome2="-0.1065163071906449626657931 0.333333333333333259318465 0.6627450980392157742215886 -0.5999999999999999777955395 1 -0.3803921568627450788824262 1 1" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8075697497057301443845745 -0.5607843137254902021737735 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.6627450980392157742215886 -0.5999999999999999777955395 -0.7059439575547721279491498 -0.3803921568627450788824262 1 -0.6156862745098039546576274" Performance="29.4440405182778270898325 0.3691999999999999726441047 0.5140000000000000124344979 0.5140000000000000124344979 0.3691999999999999726441047 0.9989165763813651066627131 0 0.3691999999999999726441047 29.4759754863019907134003 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1561223689637152856057867 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8224214387054626929085543 -1 -1 -1" Chromosome2="1 0.4003465320866287369128145 0.6627450980392157742215886 -0.5999999999999999777955395 1 1 1 1" Performance="29.2811899232367842671465 0.3699999999999999955591079 0.5140000000000000124344979 0.5140000000000000124344979 0.3699999999999999955591079 0.9967567567567567898834113 0 0.3699999999999999955591079 29.37646494467898605762457 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9501514402218163013458252 -0.9524079953719463143002599 0.5529411764705882692538808 -1 -1 -0.5607843137254902021737735 -0.9042559415759409136015279 -1" Chromosome2="1 1 0.6627450980392157742215886 1 1 -0.3803921568627450788824262 -0.5395738986850368013037382 1" Performance="29.2811899232367842671465 0.3699999999999999955591079 0.5140000000000000124344979 0.5140000000000000124344979 0.3699999999999999955591079 0.9967567567567567898834113 0 0.3699999999999999955591079 29.37646494467898605762457 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1561223689637152856057867 0.5529411764705882692538808 -0.7176470588235294156831401 -0.8224214387054626929085543 -1 -1 -1" Chromosome2="0.9963971650885308228851045 0.4003465320866287369128145 0.6627450980392157742215886 -0.5999999999999999777955395 1 1 1 1" Performance="29.2811899232367842671465 0.3699999999999999955591079 0.5140000000000000124344979 0.5140000000000000124344979 0.3699999999999999955591079 0.9967567567567567898834113 0 0.3699999999999999955591079 29.37646494467898605762457 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1921568627450980226711863 0.5529411764705882692538808 -1 -0.7882352941176470340067794 -0.5932630631227453488207857 -0.8823529411764705621123994 -1" Chromosome2="1 0.333333333333333259318465 0.6627450980392157742215886 1 -0.7019607843137254388210522 -0.3766963188867775702561858 -0.8274509803921568096285455 1" Performance="29.25073332163638184511001 0.364400000000000001687539 0.5140000000000000124344979 0.5140000000000000124344979 0.364400000000000001687539 0.9989023051591657820225123 0 0.364400000000000001687539 29.28287698462719035319424 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -1 -0.7882352941176470340067794 -0.5770301859409663336464291 -0.8823529411764705621123994 -0.8980392156862745389744873" Chromosome2="1 1 0.6627450980392157742215886 1 -0.7019607843137254388210522 -0.3585984598767102404792695 -0.8274509803921568096285455 -0.6156862745098039546576274" Performance="29.25073332163638184511001 0.364400000000000001687539 0.5140000000000000124344979 0.5140000000000000124344979 0.364400000000000001687539 0.9989023051591657820225123 0 0.364400000000000001687539 29.28287698462719035319424 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1182748533031827142814052 0.5529411764705882692538808 -1 -0.7882352941176470340067794 -0.9736704427748918977414405 -1 -0.8980392156862745389744873" Chromosome2="1 0.2891871263191364560540819 0.6627450980392157742215886 1 -0.7019607843137254388210522 0.90356825788815819944233 1 -0.6156862745098039546576274" Performance="29.00523504429724397368773 0.3655999999999999805488926 0.5140000000000000124344979 0.5140000000000000124344979 0.3655999999999999805488926 0.9956236323851203051660264 0 0.3655999999999999805488926 29.13273058295349571267252 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1182748533031827142814052 0.5529411764705882692538808 -1 -0.7882352941176470340067794 -0.9736704427748918977414405 -1 -0.8980392156862745389744873" Chromosome2="1 0.2891871263191364560540819 0.6627450980392157742215886 1 -0.7019607843137254388210522 0.90356825788815819944233 0.9703550879317133226464875 -0.6156862745098039546576274" Performance="29.00523504429724397368773 0.3655999999999999805488926 0.5140000000000000124344979 0.5140000000000000124344979 0.3655999999999999805488926 0.9956236323851203051660264 0 0.3655999999999999805488926 29.13273058295349571267252 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.7303738274629794080539114 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5999999999999999777955395 -0.7019607843137254388210522 1 -0.8274509803921568096285455 1" Performance="28.90751010929839281970999 0.3608000000000000095923269 0.5140000000000000124344979 0.5140000000000000124344979 0.3608000000000000095923269 0.9966740576496674330897463 0 0.3608000000000000095923269 29.00397566027491791373905 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.4721894286463366174899647 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5999999999999999777955395 -0.7019607843137254388210522 -0.3803921568627450788824262 -0.8274509803921568096285455 1" Performance="28.90751010929839281970999 0.3608000000000000095923269 0.5140000000000000124344979 0.5140000000000000124344979 0.3608000000000000095923269 0.9966740576496674330897463 0 0.3608000000000000095923269 29.00397566027491791373905 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.7303738274629794080539114 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -1 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5999999999999999777955395 -0.7019607843137254388210522 1 -0.8274509803921568096285455 0.7061350081115960186650682" Performance="28.90751010929839281970999 0.3608000000000000095923269 0.5140000000000000124344979 0.5140000000000000124344979 0.3608000000000000095923269 0.9966740576496674330897463 0 0.3608000000000000095923269 29.00397566027491791373905 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.7176470588235294156831401 -0.7882352941176470340067794 -0.5607843137254902021737735 -0.8823529411764705621123994 -1" Chromosome2="1 1 1 -0.5999999999999999777955395 -0.7019607843137254388210522 -0.3803921568627450788824262 -0.8274509803921568096285455 1" Performance="28.90751010929839281970999 0.3608000000000000095923269 0.5140000000000000124344979 0.5140000000000000124344979 0.3608000000000000095923269 0.9966740576496674330897463 0 0.3608000000000000095923269 29.00397566027491791373905 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="3.819999999999999840127884">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -1 -1 -1 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 1 1 1 0.9860253582926506998873606 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="31.22916077686698699267254 0.4420000000000000039968029 0.507600000000000051159077 0.507600000000000051159077 0.4420000000000000039968029 0.9846153846153846700417489 0 0.4420000000000000039968029 31.71711641400553105540894 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5690060260541298653436115 -0.9998828648916773254029522 -1 -0.6941176470588235059011595 -0.914580006803510925372791 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="0.2121195548031405975208941 0.974619849056408193987977 1 -0.5607843137254902021737735 0.9473796625192240083990214 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="30.4426468905379046248072 0.4464000000000000190070182 0.507600000000000051159077 0.507600000000000051159077 0.4464000000000000190070182 0.9749103942652329601870065 0 0.4464000000000000190070182 31.22609736198557328634706 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.9415363945609654949819856 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 0.5138070426184455641305249 -0.2343103526598390162760666 -0.3411764705882353032606602 1 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 0.9295487575000151991844177 0.7019607843137254388210522 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.9880785823744886453567915 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 1 0.8845674463492982919632368 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 1 0.993332918836838718590343 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 -0.5607843137254902021737735 0.9284618094563483747805321 1 0.9937972293088310760111881 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 0.9756692853514794538938304 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 0.9660242139812438288970498 0.7019607843137254388210522 -0.5607843137254902021737735 0.9284618094563483747805321 1 1 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -0.521568627450980315529705 -0.8895653419306173148584094 -0.8901960784313724950322921" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 -0.5607843137254902021737735 0.9991669693079433534066425 -0.3411764705882353032606602 -0.8339256536325110324980869 -0.6549019607843137302793934" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 0.9546640468534173251669017 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 1 0.9838565765259166262524104 -0.3411764705882353032606602 1 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 1 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 0.9546640468534173251669017 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.1918169665885357810797274 0.5686274509803921350936662 -1 -1 -0.521568627450980315529705 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3766122957180235708563032 0.7019607843137254388210522 1 1 -0.3411764705882353032606602 1 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3803921568627450788824262 0.7019607843137254388210522 -0.5607843137254902021737735 0.9837904055775316125576069 1 1 1" Performance="29.57945240975980638609144 0.3632000000000000228261854 0.507600000000000051159077 0.507600000000000051159077 0.3632000000000000228261854 0.9988986784140969632517226 0 0.3632000000000000228261854 29.6120648159447661385002 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="4.429999999999999715782906">
<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="r" Prediction="0" Chromosome1="-1 -4.28648374243713359277308 -0.9846871934108891721848522 -1.077793742937776189094734 1.945999383563723261758582 -0.9694816101691685616970062 -0.8223920429039806023752135 4.209254779557555892210985" Chromosome2="1 -6.095368816625655661312067 0.9999935932039302199925146 0.6381275306904792277151728 -1.422224728675354432638755 0.9462360527832061052322388 0.150156838241348039586498 -2.728209983772502233989599" Performance="34.04273023567046863036012 0.458399999999999974154008 0.4971999999999999753086399 0.5028000000000000246913601 0.458399999999999974154008 1 0 0.458399999999999974154008 34.04273023567046863036012 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 1 -0.6840587509138619237702983 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1 -0.797739802378189089004934 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 1 1 -0.5836618083850853011540494 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.9870579889128830997080399 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 0.9702828558669849279283426 -0.6840587509138619237702983 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.984678018692077383633432 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="0.9668085051371770877182144 0.3411764705882351922383577 0.678431372549019640061374 1 -0.6840587509138619237702983 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -0.9883666149197289918504339 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 1 -0.6840587509138619237702983 -0.3411764705882353032606602 0.9990522933120911108773043 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.9870579889128830997080399 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 0.9702828558669849279283426 -0.6840587509138619237702983 -0.3411764705882353032606602 0.9788116649470546271061266 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1 -0.797739802378189089004934 -0.5294117647058823594719001 -0.9864663300814769941737836 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 1 1 -0.5836618083850853011540494 -0.3411764705882353032606602 0.9662181081534442217417791 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -0.9883666149197289918504339 -0.8352941176470588535707407" Chromosome2="0.9727266061740617031361467 0.3411764705882351922383577 0.678431372549019640061374 1 -0.6840587509138619237702983 -0.3411764705882353032606602 0.9990522933120911108773043 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -0.9883666149197289918504339 -0.8352941176470588535707407" Chromosome2="0.9727266061740617031361467 0.3411764705882351922383577 0.678431372549019640061374 0.9933126157770554298664933 -0.6840587509138619237702983 -0.3411764705882353032606602 0.9990522933120911108773043 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1 -0.797739802378189089004934 -0.5294117647058823594719001 -0.9864663300814769941737836 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 1 0.9839202883568677338033126 -0.5836618083850853011540494 -0.3411764705882353032606602 0.9662181081534442217417791 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9871715085742913675659338 0.2156862745098038214308644 0.5686274509803921350936662 -0.9870579889128830997080399 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 0.9702828558669849279283426 -0.6840587509138619237702983 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.9795364983617624865530615 -0.797739802378189089004934 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 1 1 -0.5836618083850853011540494 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="32.72518827285846754193699 0.4331999999999999739763723 0.5028000000000000246913601 0.5028000000000000246913601 0.4331999999999999739763723 1 0 0.4331999999999999739763723 32.72518827285846754193699 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3748094303948877881182966 0.2156862745098038214308644 -1 -0.9656454778501185609584923 -1 -0.5294117647058823594719001 -0.9548926932559018698754016 -0.8352941176470588535707407" Chromosome2="-0.07868867277386870640043526 0.3411764705882351922383577 1 1 0.9003488949554807607711382 -0.3411764705882353032606602 -0.4697684089843506272110574 -0.6549019607843137302793934" Performance="32.57379949207006575306877 0.4339999999999999968913755 0.5028000000000000246913601 0.5028000000000000246913601 0.4339999999999999968913755 0.9981566820276497331576593 0 0.4339999999999999968913755 32.6339542464413909783616 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3748094303948877881182966 0.2156862745098038214308644 -1 -1 -1 -0.5294117647058823594719001 -0.9764705882352940902180194 -0.8352941176470588535707407" Chromosome2="-0.07868867277386870640043526 0.3411764705882351922383577 1 1 0.9003488949554807607711382 -0.3411764705882353032606602 -0.4745098039215686069880462 -0.6549019607843137302793934" Performance="32.49838744522640610057351 0.4344000000000000083488771 0.5028000000000000246913601 0.5028000000000000246913601 0.4344000000000000083488771 0.9972375690607734322057354 0 0.4344000000000000083488771 32.58841067914670475147432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3748094303948877881182966 0.2156862745098038214308644 -1 -1 -1 -0.5294117647058823594719001 -0.9958138931953511852057659 -0.8352941176470588535707407" Chromosome2="-0.07868867277386870640043526 0.3411764705882351922383577 1 1 1 -0.3411764705882353032606602 -0.451769771700377964496198 -0.6549019607843137302793934" Performance="32.49838744522640610057351 0.4344000000000000083488771 0.5028000000000000246913601 0.5028000000000000246913601 0.4344000000000000083488771 0.9972375690607734322057354 0 0.4344000000000000083488771 32.58841067914670475147432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3374104538470235614688875 0.2156862745098038214308644 -1 -1 -1 -0.5294117647058823594719001 -0.9764705882352940902180194 -0.8352941176470588535707407" Chromosome2="-0.07016624621197507793990411 0.3411764705882351922383577 0.9816890045216208893208432 0.9848323863907120223615266 1 -0.3411764705882353032606602 -0.4745098039215686069880462 -0.6549019607843137302793934" Performance="32.42316279371966913913639 0.4348000000000000198063788 0.5028000000000000246913601 0.5028000000000000246913601 0.4348000000000000198063788 0.9963201471941122155939752 0 0.4348000000000000198063788 32.54291593423202044732534 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3558309742680259013525301 0.2156862745098038214308644 -0.9971748500951190807839453 -1 -1 -0.5294117647058823594719001 -0.9764705882352940902180194 -0.8352941176470588535707407" Chromosome2="-0.05137579397975556433353361 0.3411764705882351922383577 0.9765574966849230875709509 1 1 -0.3411764705882353032606602 -0.4745098039215686069880462 -0.6549019607843137302793934" Performance="32.34812491556476743426174 0.4351999999999999757527291 0.5028000000000000246913601 0.5028000000000000246913601 0.4351999999999999757527291 0.9954044117647058431685991 0 0.4351999999999999757527291 32.49746990594133677632271 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3558309742680259013525301 0.2156862745098038214308644 -1 -1 -1 -0.5294117647058823594719001 -0.9764705882352940902180194 -0.8352941176470588535707407" Chromosome2="-0.05137579397975556433353361 0.3411764705882351922383577 1 0.9848323863907120223615266 1 -0.3411764705882353032606602 -0.4745098039215686069880462 -0.6549019607843137302793934" Performance="32.34812491556476743426174 0.4351999999999999757527291 0.5028000000000000246913601 0.5028000000000000246913601 0.4351999999999999757527291 0.9954044117647058431685991 0 0.4351999999999999757527291 32.49746990594133677632271 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -0.6941176470588235059011595 -0.9210336398378556888033586 -0.5294117647058823594719001 -0.9801009872411730050600909 -1" Chromosome2="-0.1294117647058823372674397 1 0.7856874916885121518106416 -0.5607843137254902021737735 0.8715968539123893910058882 -0.3411764705882353032606602 -0.5992508838344521304719592 1" Performance="32.17829259884209136544087 0.4284000000000000030198066 0.5028000000000000246913601 0.5028000000000000246913601 0.4284000000000000030198066 0.9962651727357609843238606 0 0.4284000000000000030198066 32.29892349893147240891267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -0.6941176470588235059011595 -0.9210336398378556888033586 -0.5294117647058823594719001 -0.9801009872411730050600909 -0.9995218421867553271198403" Chromosome2="-0.1294117647058823372674397 1 0.7856874916885121518106416 -0.5607843137254902021737735 0.8715968539123893910058882 -0.3411764705882353032606602 -0.5992508838344521304719592 0.9774811315409680512189539" Performance="32.17829259884209136544087 0.4284000000000000030198066 0.5028000000000000246913601 0.5028000000000000246913601 0.4284000000000000030198066 0.9962651727357609843238606 0 0.4284000000000000030198066 32.29892349893147240891267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -1 -0.9210336398378556888033586 -0.5294117647058823594719001 -0.9801009872411730050600909 -1" Chromosome2="-0.1294117647058823372674397 1 0.7856874916885121518106416 1 0.8715968539123893910058882 -0.3411764705882353032606602 -0.5992508838344521304719592 0.9912083026132371132987942" Performance="32.17829259884209136544087 0.4284000000000000030198066 0.5028000000000000246913601 0.5028000000000000246913601 0.4284000000000000030198066 0.9962651727357609843238606 0 0.4284000000000000030198066 32.29892349893147240891267 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -0.9801009872411730050600909 -1" Chromosome2="-0.1294117647058823372674397 1 0.7856874916885121518106416 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.5992508838344521304719592 1" Performance="32.10270687998850291933195 0.4288000000000000144773082 0.5028000000000000246913601 0.5028000000000000246913601 0.4288000000000000144773082 0.9953358208955224162295394 0 0.4288000000000000144773082 32.2531413077297770541918 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -0.9801009872411730050600909 -0.9422150062103020751180793" Chromosome2="-0.1294117647058823372674397 1 0.7856874916885121518106416 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.5992508838344521304719592 0.9916800736008506422791697" Performance="32.10270687998850291933195 0.4288000000000000144773082 0.5028000000000000246913601 0.5028000000000000246913601 0.4288000000000000144773082 0.9953358208955224162295394 0 0.4288000000000000144773082 32.2531413077297770541918 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -0.3975037192998855939407576 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -0.9801009872411730050600909 -1" Chromosome2="-0.1294117647058823372674397 0.9812530387064506420813359 0.7856874916885121518106416 -0.5607843137254902021737735 1 -0.3411764705882353032606602 -0.5992508838344521304719592 1" Performance="32.10270687998850291933195 0.4288000000000000144773082 0.5028000000000000246913601 0.5028000000000000246913601 0.4288000000000000144773082 0.9953358208955224162295394 0 0.4288000000000000144773082 32.2531413077297770541918 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5679064082645127742310365 -1 -1 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.7191013562783932222544081 1 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="31.75447194923539484534558 0.4384000000000000119015908 0.5028000000000000246913601 0.5028000000000000246913601 0.4384000000000000119015908 0.9881386861313868896772306 0 0.4384000000000000119015908 32.13564289599445089606888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5679064082645127742310365 -0.981284989272816154937118 -1 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.7191013562783932222544081 0.9880371415954932734493354 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="31.75447194923539484534558 0.4384000000000000119015908 0.5028000000000000246913601 0.5028000000000000246913601 0.4384000000000000119015908 0.9881386861313868896772306 0 0.4384000000000000119015908 32.13564289599445089606888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5679064082645127742310365 -1 -1 -0.5294117647058823594719001 -0.9878519297904008178434765 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.7191013562783932222544081 1 1 -0.3411764705882353032606602 1 -0.6549019607843137302793934" Performance="31.75447194923539484534558 0.4384000000000000119015908 0.5028000000000000246913601 0.5028000000000000246913601 0.4384000000000000119015908 0.9881386861313868896772306 0 0.4384000000000000119015908 32.13564289599445089606888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5679064082645127742310365 -0.981284989272816154937118 -1 -0.5294117647058823594719001 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.7191013562783932222544081 0.9880371415954932734493354 1 -0.3411764705882353032606602 0.9832947325582305220237345 -0.6549019607843137302793934" Performance="31.75447194923539484534558 0.4384000000000000119015908 0.5028000000000000246913601 0.5028000000000000246913601 0.4384000000000000119015908 0.9881386861313868896772306 0 0.4384000000000000119015908 32.13564289599445089606888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 -1 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 1" Performance="31.65316676219593361452098 0.4312000000000000277111667 0.5028000000000000246913601 0.5028000000000000246913601 0.4312000000000000277111667 0.9897959183673469274467038 0 0.4312000000000000277111667 31.97948806902269680563222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 -1 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -1 -0.9550927665705482016988981" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 1" Performance="31.65316676219593361452098 0.4312000000000000277111667 0.5028000000000000246913601 0.5028000000000000246913601 0.4312000000000000277111667 0.9897959183673469274467038 0 0.4312000000000000277111667 31.97948806902269680563222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 0.521568627450980315529705 -0.6941176470588235059011595 -1 -0.5294117647058823594719001 -1 -0.968619956859101183255234" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 0.9294117647058823816763606 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 1" Performance="31.65316676219593361452098 0.4312000000000000277111667 0.5028000000000000246913601 0.5028000000000000246913601 0.4312000000000000277111667 0.9897959183673469274467038 0 0.4312000000000000277111667 31.97948806902269680563222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 -1 -0.6941176470588235059011595 -0.9876521142130648689416716 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 1" Performance="31.65316676219593361452098 0.4312000000000000277111667 0.5028000000000000246913601 0.5028000000000000246913601 0.4312000000000000277111667 0.9897959183673469274467038 0 0.4312000000000000277111667 31.97948806902269680563222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 -1 -0.6941176470588235059011595 -0.9876521142130648689416716 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 1 -0.5607843137254902021737735 1 -0.3411764705882353032606602 0.9991766880158075014861652 1" Performance="31.65316676219593361452098 0.4312000000000000277111667 0.5028000000000000246913601 0.5028000000000000246913601 0.4312000000000000277111667 0.9897959183673469274467038 0 0.4312000000000000277111667 31.97948806902269680563222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1.077793742937776189094734 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="1 0.3411764705882351922383577 1 0.6381275306904792277151728 1 -0.3411764705882353032606602 1 1" Performance="31.24455448130152745989108 0.4411999999999999810817997 0.5028000000000000246913601 0.5028000000000000246913601 0.4411999999999999810817997 0.981867633726201227695185 0 0.4411999999999999810817997 31.82155456405871163383381 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1.077793742937776189094734 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="1 0.3411764705882351922383577 0.9852766498839586883917718 0.6381275306904792277151728 1 -0.3411764705882353032606602 1 1" Performance="31.24455448130152745989108 0.4411999999999999810817997 0.5028000000000000246913601 0.5028000000000000246913601 0.4411999999999999810817997 0.981867633726201227695185 0 0.4411999999999999810817997 31.82155456405871163383381 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -1.077793742937776189094734 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="1 0.3411764705882351922383577 0.9852766498839586883917718 0.6381275306904792277151728 1 -0.3411764705882353032606602 0.9861120720355150970348745 1" Performance="31.24455448130152745989108 0.4411999999999999810817997 0.5028000000000000246913601 0.5028000000000000246913601 0.4411999999999999810817997 0.981867633726201227695185 0 0.4411999999999999810817997 31.82155456405871163383381 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -0.158624716722132630408737 -1 -1 -1 -0.5251904900894324157434312 -1 -0.9550927665705482016988981" Chromosome2="-0.1294117647058823372674397 0.5582486789710088270766164 1 1 1 -0.3078569993432851981118858 1 1" Performance="29.78106402176393530112364 0.4415999999999999925393013 0.5028000000000000246913601 0.5028000000000000246913601 0.4415999999999999925393013 0.9664855072463768292934105 0 0.4415999999999999925393013 30.81377195878854990951368 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.9820543043112949233020004 -0.9843137254901961341602146 -1 -1 -0.8352941176470588535707407" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 0.9910135394691125254595931 -0.6078431372549020217377347 1 1 -0.6549019607843137302793934" Performance="29.56098215822111896500246 0.4507999999999999785060822 0.5028000000000000246913601 0.5028000000000000246913601 0.4507999999999999785060822 0.9609582963620231232937385 0 0.4507999999999999785060822 30.76198235670840119837521 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.7259391535073518308962548 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 1 1 -0.3411764705882353032606602 1 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.5551738087745272665074481 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.5686274509803921350936662 -0.6941176470588235059011595 -0.9854769473238026433747905 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 1 0.678431372549019640061374 -0.5607843137254902021737735 -0.7056442950359161914164474 -0.3411764705882353032606602 1 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.7259391535073518308962548 -0.8755921781636201162157818 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 1 0.9376855346445853722769925 -0.3411764705882353032606602 1 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -0.8352941176470588535707407" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 0.9333403169044426350708932 -0.6549019607843137302793934" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -0.8544884236085432682727969 -1 -1 -0.8352941176470588535707407" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 -0.6337256884819397750874259 1 1 -0.6549019607843137302793934" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5258172581054488814444881 -1 -1 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.6850014700426483305051306 1 1 -0.3411764705882353032606602 1 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -1 -1 -1 -0.8352941176470588535707407" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 1 -0.6549019607843137302793934" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -0.6941176470588235059011595 -0.9880905318539590087567603 -1 -1 -0.8352941176470588535707407" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 0.9501178209669888241606373 1 0.9333403169044426350708932 -0.6549019607843137302793934" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2156862745098038214308644 0.5686274509803921350936662 -1 -0.8001194591806152223156801 -0.5294117647058823594719001 -1 -1" Chromosome2="-0.1294117647058823372674397 0.3411764705882351922383577 0.678431372549019640061374 1 -0.6840587509138619237702983 -0.3411764705882353032606602 1 1" Performance="29.71622615771531172867981 0.3572000000000000174971149 0.5028000000000000246913601 0.5028000000000000246913601 0.3572000000000000174971149 1 0 0.3572000000000000174971149 29.71622615771531172867981 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="5.970000000000000639488462">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="97" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5556645626648922808854536 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -1 -0.9311350801959633605164868" Chromosome2="-0.1121789550761771170339642 0.9302296579505006102195352 0.7001561396006568127603487 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 0.9496753420680761337280273" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -1 -1" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5556645626648922808854536 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -0.9849252405648047936637113 -0.9311350801959633605164868" Chromosome2="-0.1121789550761771170339642 0.9302296579505006102195352 0.7001561396006568127603487 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 0.9496753420680761337280273" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -1 -0.9669258361216634956036842" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5556645626648922808854536 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.9652877042168065413463296 -1 -0.9311350801959633605164868" Chromosome2="-0.1121789550761771170339642 0.9302296579505006102195352 0.7001561396006568127603487 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 0.9496753420680761337280273" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -0.9943775176873494991980351 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -1 -1" Chromosome2="-0.1121789550761771170339642 0.9984053239097883114538945 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -0.9943775176873494991980351 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -0.9743129162816330790519714 -1" Chromosome2="-0.1121789550761771170339642 0.9984053239097883114538945 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -0.98930255960283886018658 -1" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2141181294193991169194646 -1 -0.998567963828859150865469 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9953090483322739601135254" Chromosome2="1 0.3732110650166554077777903 1 0.9951641510605164775427056 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2150313741158443314738236 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.3954672542348818820023837 0.9588156857010391442841524 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -0.9943775176873494991980351 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.9826249162577194162793148 -1 -1" Chromosome2="-0.1121789550761771170339642 0.9984053239097883114538945 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 0.9942740836780364910296726 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1868711544201864527270374 -1 -0.9798371027410029965309946 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="0.9828952114621642976999283 0.3842595878554584398756333 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2150313741158443314738236 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.3954672542348818820023837 0.9588156857010391442841524 0.9929842754161055662365243 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2014719117438578677159455 -1 -0.9820723676600972007477708 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3791061940195247781382193 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.987025564763604146278908 -1 -0.9669258361216634956036842" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 1 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.9877185463776876339636601 -0.98930255960283886018658 -1" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 0.9814988821316724676435683 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.9832370367063127947204748 -1 -1" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 0.9999412007872825469689815 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5519294032429116203530839 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.9877185463776876339636601 -0.98930255960283886018658 -1" Chromosome2="-0.1121789550761771170339642 1 0.6943077123465384303813153 -0.5607843137254902021737735 -0.7019607843137254388210522 0.9814988821316724676435683 1 0.9850155234897649547676224" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2014719117438578677159455 -0.9946845080703496932983398 -0.9820723676600972007477708 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3791061940195247781382193 0.9843503296613058672903662 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2014719117438578677159455 -1 -0.9820723676600972007477708 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9954673342014613846018278" Chromosome2="1 0.3791061940195247781382193 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.52463933666322049020891 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 0.4951999999999999735322831 1 0 0.4951999999999999735322831 35.52463933666322049020891 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -0.998567963828859150865469 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.4012485417175111201970594 1 0.9951641510605164775427056 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="0.9704541086922494619315671 0.4012485417175111201970594 0.9588156857010391442841524 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="0.9828952114621642976999283 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9974065496453217161132443 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="0.9865205660462379455566406 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9974065496453217161132443 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -0.9952596145061155530342489 -1" Chromosome2="0.9865205660462379455566406 0.4012485417175111201970594 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9824042781514840116940945 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -0.9753929146792035265178811 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.4012485417175111201970594 0.9956676246900413307372446 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -0.9969445296661242350566567 -0.998567963828859150865469 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.4012485417175111201970594 1 0.9951641510605164775427056 -0.7019607843137254388210522 -0.3411764705882353032606602 0.9868714553901017927373118 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -0.9753929146792035265178811 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9931305469479412284528053" Chromosome2="1 0.4012485417175111201970594 0.9956676246900413307372446 0.9995844431415006337005025 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1961770128555345160670242 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.4012485417175111201970594 0.9838133339098720231419293 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="35.45352457376392152355038 0.4955999999999999849897847 0.4951999999999999735322831 0.4951999999999999735322831 0.4955999999999999849897847 0.9991928974979822353219561 0 0.4955999999999999849897847 35.48216231574595980191589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9306119344617221900151094" Chromosome2="1 1 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 -0.5924799937024419760334126" Performance="34.89013744920117687797756 0.4988000000000000211386464 0.4951999999999999735322831 0.4951999999999999735322831 0.4988000000000000211386464 0.9927826784282277605697686 0 0.4988000000000000211386464 35.14378142096435198027393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9613833777000044822358404 -0.9713763490711387893483675 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9306119344617221900151094" Chromosome2="1 0.8978930342158204513935971 1 1 -0.7019607843137254388210522 -0.3411764705882353032606602 1 -0.5924799937024419760334126" Performance="34.89013744920117687797756 0.4988000000000000211386464 0.4951999999999999735322831 0.4951999999999999735322831 0.4988000000000000211386464 0.9927826784282277605697686 0 0.4988000000000000211386464 35.14378142096435198027393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -0.9306119344617221900151094" Chromosome2="1 1 1 0.9855070199409965425729752 -0.7019607843137254388210522 -0.3411764705882353032606602 1 -0.5924799937024419760334126" Performance="34.89013744920117687797756 0.4988000000000000211386464 0.4951999999999999735322831 0.4951999999999999735322831 0.4988000000000000211386464 0.9927826784282277605697686 0 0.4988000000000000211386464 35.14378142096435198027393 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5764705882352940680135589 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="1 1 0.678431372549019640061374 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -1 -0.8136234403971362993956973 -0.5607843137254902021737735 -1 -1" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 1 -0.5923758179497191633799957 -0.3411764705882353032606602 -0.6968116138471303067092322 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3151970712066280988494782 -1 0.5764705882352940680135589 -0.7176470588235294156831401 -0.7647058823529411242247988 -1 -1 -0.9311350801959633605164868" Chromosome2="-0.1121789550761771170339642 1 0.678431372549019640061374 -0.5607843137254902021737735 -0.7019607843137254388210522 1 0.9454156030949792954842792 0.9496753420680761337280273" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -0.7176470588235294156831401 -1 -1 -0.9157150216017138077972959 -1" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.774053101024280043596093 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5764705882352940680135589 -1 -0.7647058823529411242247988 -0.5607843137254902021737735 -0.940168814437153499419253 -1" Chromosome2="1 1 0.678431372549019640061374 1 -0.7019607843137254388210522 -0.3411764705882353032606602 -0.776013465550563830142039 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -0.7176470588235294156831401 -1 -0.9805547682195902003954302 -0.9157150216017138077972959 -1" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.774053101024280043596093 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3473653126154010450932219 0.2156862745098038214308644 -1 -0.7176470588235294156831401 -0.7647058823529411242247988 -0.5607843137254902021737735 -1 -1" Chromosome2="-0.0768987965319153643495298 0.3411764705882351922383577 1 -0.5607843137254902021737735 -0.7019607843137254388210522 -0.3411764705882353032606602 1 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -0.7176470588235294156831401 -1 -1 -0.9157150216017138077972959 -0.957235574846466374943077" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.774053101024280043596093 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -0.7176470588235294156831401 -1 -1 -0.9157150216017138077972959 -1" Chromosome2="0.9512056181207299010438305 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.774053101024280043596093 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5764705882352940680135589 -0.7176470588235294156831401 -0.9887864294672205067726622 -1 -0.9157150216017138077972959 -0.957235574846466374943077" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 -0.5607843137254902021737735 1 1 -0.774053101024280043596093 1" Performance="32.99552033040227883020634 0.427200000000000024158453 0.4951999999999999735322831 0.4951999999999999735322831 0.427200000000000024158453 1 0 0.427200000000000024158453 32.99552033040227883020634 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="6.710000000000000852651283">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="99" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.5686274509803921350936662 -0.7176470588235294156831401 -0.7495209528195883041945535 -0.5607843137254902021737735 -0.9071632340550422890501636 -1" Chromosome2="1 0.3411764705882351922383577 0.678431372549019640061374 -0.6313725490196078204974128 -0.5906942764171907445103216 -0.4509803921568626972060656 0.6745730813592671903933251 1" Performance="32.75717109373940871819286 0.4223999999999999976907361 0.4959999999999999964472863 0.4959999999999999964472863 0.4223999999999999976907361 1 0 0.4223999999999999976907361 32.75717109373940871819286 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5686274509803921350936662 -1 -1 -0.5607843137254902021737735 -1 -0.9930759552980259474708191" Chromosome2="1 1 0.678431372549019640061374 1 1 -0.4509803921568626972060656 1 0.9906652302527695352907244" Performance="29.54809248640685126474636 0.440000000000000002220446 0.4959999999999999964472863 0.4959999999999999964472863 0.440000000000000002220446 0.9599999999999999644728632 0 0.440000000000000002220446 30.77926300667380488107483 0"/></FittestRules></Garp></Model></Algorithm></Run></BestSubsets></Model></Algorithm>
<Algorithm Id="MAXENT" Version="1.0">
<Parameters>
<Parameter Id="AutoFeatures" Value="1"/>
<Parameter Id="HingeFeatures" Value="1"/>
<Parameter Id="IncludePresencePointsInBackground" Value="1"/>
<Parameter Id="MinSamplesForHinge" Value="15"/>
<Parameter Id="MinSamplesForProductThreshold" Value="80"/>
<Parameter Id="MinSamplesForQuadratic" Value="10"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfIterations" Value="500"/>
<Parameter Id="OutputFormat" Value="2"/>
<Parameter Id="ProductFeatures" Value="1"/>
<Parameter Id="QuadraticFeatures" Value="1"/>
<Parameter Id="TerminateTolerance" Value="0.00001"/>
<Parameter Id="ThresholdFeatures" Value="1"/>
<Parameter Id="UseAbsencesAsBackground" Value="1"/></Parameters>
<Model>
<MaximumEntropy Z="17.45527043591810567590983" LN="6.85022108953690800348113" Entropy="5.30704315376864510511723" OutputFormat="2">
<Features Num="16">
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