<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="Plinia peruviana" Count="12">
<CoordinateSystem>GEOGCS['1924 ellipsoid',DATUM['Not_specified',SPHEROID['International 1924',6378388,297,AUTHORITY['EPSG','7022']],AUTHORITY['EPSG','6022']],PRIMEM['Greenwich',0,AUTHORITY['EPSG','8901']],UNIT['degree',0.0174532925199433,AUTHORITY['EPSG','9108']],AUTHORITY['EPSG','4022']]</CoordinateSystem>
<Point Id="https://specieslink.net/guid/385/6326" X="-50.802928" Y="-27.49375"/>
<Point Id="https://specieslink.net/guid/176/21656" X="-52.88325" Y="-22.627"/>
<Point Id="https://specieslink.net/guid/40/391084" X="-52.416011" Y="-28.312708"/>
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<Point Id="https://specieslink.net/guid/60/426055" X="-43.0094444" Y="-22.4505556"/>
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</Presence>
</Sampler>
<Algorithm Id="CONSENSUS" Version="0.2"><Parameters><Parameter Id="Agreement" Value="2"/><Parameter Id="Alg1" Value="MAXENT(NumberOfBackgroundPoints=10000,UseAbsencesAsBackground=1,IncludePresencePointsInBackground=1,NumberOfIterations=500,TerminateTolerance=0.00001,OutputFormat=2,QuadraticFeatures=1,ProductFeatures=1,HingeFeatures=1,ThresholdFeatures=1,AutoFeatures=1,MinSamplesForProductThreshold=80,MinSamplesForQuadratic=10,MinSamplesForHinge=15)"/><Parameter Id="Alg2" Value="GARP_BS(TrainingProportion=50,TotalRuns=100,HardOmissionThreshold=100,ModelsUnderOmissionThreshold=20,CommissionThreshold=50,CommissionSampleSize=10000,MaxThreads=1,MaxGenerations=400,ConvergenceLimit=0.01,PopulationSize=50,Resamples=2500)"/><Parameter Id="Weights" Value="1.0 1.0 0.0 0.0 0.0"/></Parameters><Model><Consensus Thresholds="0.3 0.267627974771 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="8.009999999999999786837179">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
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<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 -1 -0.7462056769666519651096337 -1 -1 -1 -1 -0.9922625566491993787110459" Chromosome2="0.2862745098039216617991087 1 0.7738615627072319425039382 1 1 1 1 1" Performance="29.7685516387120649994813 0.3271999999999999908517623 0.4799999999999999822364316 0.5200000000000000177635684 0.3271999999999999908517623 1 0 0.3271999999999999908517623 29.7685516387120649994813 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5529411764705882692538808 -0.7803921568627451010868867 -1 -0.7176470588235294156831401 -1 -0.752519701625786630039272" Chromosome2="1 1 0.7176470588235293046608376 -0.6235294117647058875775201 1 -0.5137254901960783826098123 1 -0.5889436946341803924553915" Performance="20.79070881059886488628763 0.2836000000000000187405647 0.5200000000000000177635684 0.5200000000000000177635684 0.2836000000000000187405647 0.936530324400564162523608 0 0.2836000000000000187405647 22.19971769083523227550359 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="8.200000000000001065814104">
<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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<Run Id="2" OmissionError="0" CommissionError="8.660000000000000142108547">
<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="98" 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="-0.1529411764705882470494203 0.2627450980392156409948257 -1 -1 -1 -0.7628669929837378349546384 -0.960784313725490224378234 -0.8117647058823529437887601" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 1 1 -0.4930811509021517657913591 -0.7647058823529411242247988 -0.6392156862745097534173055" Performance="24.47596266197366077221886 0.3508000000000000007105427 0.4964000000000000079047879 0.4964000000000000079047879 0.3508000000000000007105427 0.9372862029646522596948444 0 0.3508000000000000007105427 26.11364872816411164535566 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2627450980392156409948257 -1 -0.7803921568627451010868867 -0.9450980392156862475161461 -1 -0.960784313725490224378234 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.9810289934023537217200328 -0.6235294117647058875775201 -0.5921568627450980448756468 1 -0.7647058823529411242247988 1" Performance="24.04029641365631775329348 0.3532000000000000139444012 0.4964000000000000079047879 0.4964000000000000079047879 0.3532000000000000139444012 0.9309173272933182197164115 0 0.3532000000000000139444012 25.824308677930083888441 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 -1 -1 -0.7803921568627451010868867 -0.9450980392156862475161461 -0.7781655577848103355620424 -0.960784313725490224378234 -0.8117647058823529437887601" Chromosome2="0.1921568627450980226711863 1 1 -0.6235294117647058875775201 -0.5921568627450980448756468 -0.5557954672607799961880914 -0.7647058823529411242247988 -0.6392156862745097534173055" Performance="23.96846524783963161553402 0.3536000000000000254019028 0.4964000000000000079047879 0.4964000000000000079047879 0.3536000000000000254019028 0.9298642533936651854986621 0 0.3536000000000000254019028 25.77630569232388424438795 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2156862745098039324531669 0.2228000475235357435987993 -1 -1 -0.9921568627450980670801073 -0.9472828630999505783449877 -0.9764705882352940902180194 -1" Chromosome2="0.2941176470588235947190014 0.4543451731991591246995199 1 1 -0.5764705882352940680135589 -0.4473456597489202102302386 -0.4745098039215686069880462 1" Performance="25.77525520297316674600552 0.2696000000000000063060668 0.5036000000000000476063633 0.4964000000000000079047879 0.2696000000000000063060668 1 0 0.2696000000000000063060668 25.77525520297316674600552 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="9.300000000000000710542736">
<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">
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<Rule Type="d" Prediction="1" Chromosome1="-0.06402977869417486589398436 0.2627450980392156409948257 0.536941188039566030809624 -1 -0.9787233639508485794067383 -0.9750345660639661016233504 -0.9807804333886095404793082 -1" Chromosome2="0.1549026385800657268365654 0.388235294117647011802319 0.6916911680637455317466333 1 1 0.9711624131804066362150252 0.9667722261419483542610465 0.96841736588823168485618" Performance="27.81333324105511195512008 0.4563999999999999723776511 0.5103999999999999648281346 0.5103999999999999648281346 0.4563999999999999723776511 0.9456617002629272850100506 0 0.4563999999999999723776511 29.41150438187570159698225 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.06402977869417486589398436 0.2627450980392156409948257 0.536941188039566030809624 -1 -0.9787233639508485794067383 -0.9750345660639661016233504 -0.9807804333886095404793082 -1" Chromosome2="0.1549026385800657268365654 0.388235294117647011802319 0.6916911680637455317466333 0.9955816643519533881701022 1 0.9711624131804066362150252 0.9667722261419483542610465 0.96841736588823168485618" Performance="27.81333324105511195512008 0.4563999999999999723776511 0.5103999999999999648281346 0.5103999999999999648281346 0.4563999999999999723776511 0.9456617002629272850100506 0 0.4563999999999999723776511 29.41150438187570159698225 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.05231502463871200853118282 0.2247836850357113613885218 0.536941188039566030809624 -1 -1 -0.9580449025061997803121017 -1 -1" Chromosome2="0.1715328918063325491782933 0.3656479374385054881280155 0.6916911680637455317466333 1 1 1 1 0.96841736588823168485618" Performance="27.48952031110270155522812 0.458399999999999974154008 0.5103999999999999648281346 0.5103999999999999648281346 0.458399999999999974154008 0.9415357766143106488243575 0 0.458399999999999974154008 29.19646920901176656570897 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2247836850357113613885218 0.536941188039566030809624 -1 -0.9787233639508485794067383 -0.9580449025061997803121017 -1 -1" Chromosome2="0.1921568627450980226711863 0.3656479374385054881280155 0.6916911680637455317466333 1 1 1 1 0.96841736588823168485618" Performance="27.23322389348155425636833 0.4600000000000000199840144 0.5103999999999999648281346 0.5103999999999999648281346 0.4600000000000000199840144 0.9382608695652173702583809 0 0.4600000000000000199840144 29.02521545644465916780064 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2627450980392156409948257 0.5622942794797843868437326 -0.9757786477182773809957439 -0.9787233639508485794067383 -0.9580449025061997803121017 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6950675781599718883185801 0.9857422783574525393390786 1 1 1 0.96841736588823168485618" Performance="26.72784491701673914576531 0.4632000000000000006217249 0.5103999999999999648281346 0.5103999999999999648281346 0.4632000000000000006217249 0.9317789291882556668156212 0 0.4632000000000000006217249 28.68474922512083580272702 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2627450980392156409948257 0.536941188039566030809624 -1 -0.9787233639508485794067383 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6916911680637455317466333 1 1 1 1 0.96841736588823168485618" Performance="26.4167813615785220804355 0.4652000000000000023980817 0.5103999999999999648281346 0.5103999999999999648281346 0.4652000000000000023980817 0.9277730008598452648982402 0 0.4652000000000000023980817 28.47332411817962949385219 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2627450980392156409948257 0.536941188039566030809624 -0.987740774341720251250365 -0.9787233639508485794067383 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6916911680637455317466333 1 1 1 1 0.96841736588823168485618" Performance="26.4167813615785220804355 0.4652000000000000023980817 0.5103999999999999648281346 0.5103999999999999648281346 0.4652000000000000023980817 0.9277730008598452648982402 0 0.4652000000000000023980817 28.47332411817962949385219 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.04524847774239910969118483 0.2627450980392156409948257 -1 -1 -1 -1 -0.9807804333886095404793082 -1" Chromosome2="0.1491882330180559768084692 0.388235294117647011802319 1 1 1 1 0.9667722261419483542610465 0.96841736588823168485618" Performance="26.35500514326716370305803 0.4656000000000000138555833 0.5103999999999999648281346 0.5103999999999999648281346 0.4656000000000000138555833 0.9269759450171821679731465 0 0.4656000000000000138555833 28.43116402851063639900531 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.04939955461843337225502637 0.2627450980392156409948257 0.4652015558334396394535304 -0.95206584181222653207044 -0.959552639598647783003571 -1 -0.9764705882352940902180194 -1" Chromosome2="0.1167847125772751848415965 0.388235294117647011802319 0.6388302280731937843327728 0.9903838747284479104848742 0.887494262059529637198807 1 -0.7647058823529411242247988 1" Performance="27.74391215959046164130086 0.351600000000000023625546 0.5103999999999999648281346 0.5103999999999999648281346 0.351600000000000023625546 0.9852104664391353461283529 0 0.351600000000000023625546 28.16039121048500604160836 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.04939955461843337225502637 0.2627450980392156409948257 0.4652015558334396394535304 -0.95206584181222653207044 -0.959552639598647783003571 -0.9764738409443104449891848 -0.9764705882352940902180194 -1" Chromosome2="0.1167847125772751848415965 0.388235294117647011802319 0.6388302280731937843327728 0.9903838747284479104848742 0.887494262059529637198807 0.966779252870919814100148 -0.7647058823529411242247988 1" Performance="27.74391215959046164130086 0.351600000000000023625546 0.5103999999999999648281346 0.5103999999999999648281346 0.351600000000000023625546 0.9852104664391353461283529 0 0.351600000000000023625546 28.16039121048500604160836 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.1466364225828613587765403 -1 0.5607843137254902021737735 -0.815650480361588048339172 -0.9921568627450980670801073 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.8766225465883811240885848" Chromosome2="0.2266353729795393401325043 0.9620326650501401788417866 0.9215686274509804487564679 -0.4943462912699685962714113 -0.5529411764705882692538808 -0.5058823529411764496899195 -0.3803921568627450788824262 1" Performance="27.52972249978253671542916 0.2908000000000000029309888 0.4895999999999999796607142 0.5103999999999999648281346 0.2908000000000000029309888 1 0 0.2908000000000000029309888 27.52972249978253671542916 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2677497972037736762018767 0.4416425257345990562640736 -0.7803921568627451010868867 -1 -0.6705882352941177071414813 -1 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.3669949182259643616355049 0.7637538760133526505313739 -0.6235294117647058875775201 1 -0.5137254901960783826098123 1 -0.6392156862745097534173055" Performance="26.1014974072694627693636 0.364400000000000001687539 0.5103999999999999648281346 0.5103999999999999648281346 0.364400000000000001687539 0.9604829857299670425874183 0 0.364400000000000001687539 27.17538758631140893839984 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2677497972037736762018767 0.4416425257345990562640736 -0.7803921568627451010868867 -1 -0.6705882352941177071414813 -0.9867293342120118104787707 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.3669949182259643616355049 0.7637538760133526505313739 -0.6235294117647058875775201 1 -0.5137254901960783826098123 0.9837764962835030546628445 -0.6392156862745097534173055" Performance="26.1014974072694627693636 0.364400000000000001687539 0.5103999999999999648281346 0.5103999999999999648281346 0.364400000000000001687539 0.9604829857299670425874183 0 0.364400000000000001687539 27.17538758631140893839984 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.04675970889287052456584348 0.2627450980392156409948257 -1 -0.8092704547856117702764323 -0.9910527055186254541396806 -0.6705882352941177071414813 -1 -0.8431372549019607864906334" Chromosome2="0.1747251454619020982761413 0.388235294117647011802319 1 -0.6198669287963073371017231 0.9877489013597369194030762 -0.5137254901960783826098123 1 -0.6392156862745097534173055" Performance="26.1014974072694627693636 0.364400000000000001687539 0.5103999999999999648281346 0.5103999999999999648281346 0.364400000000000001687539 0.9604829857299670425874183 0 0.364400000000000001687539 27.17538758631140893839984 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.264043011530941562625685 -1 -0.7803921568627451010868867 -1 -0.6705882352941177071414813 -1 -1" Chromosome2="0.1921568627450980226711863 0.3707699811912378851097571 1 -0.6235294117647058875775201 1 -0.5137254901960783826098123 1 1" Performance="26.02614135541617912394941 0.3648000000000000131450406 0.5103999999999999648281346 0.5103999999999999648281346 0.3648000000000000131450406 0.9594298245614034659212166 0 0.3648000000000000131450406 27.12667533273092246304259 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.0431372549019607420817124 0.2588662004335990918235666 -0.9947312372615155773303286 -0.7803921568627451010868867 -0.9874034714403336909782638 -0.6705882352941177071414813 -1 -1" Chromosome2="0.1921568627450980226711863 0.3752886392125857617507734 0.9911932664639924173144436 -0.6235294117647058875775201 0.9973520286509702792443477 -0.5137254901960783826098123 1 1" Performance="25.80141392604634020813137 0.3659999999999999920063942 0.5103999999999999648281346 0.5103999999999999648281346 0.3659999999999999920063942 0.9562841530054644323399771 0 0.3659999999999999920063942 26.98090713409417418233716 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -1 -1 -0.6705882352941177071414813 -0.9880677082521073240073406 -0.8431372549019607864906334" Chromosome2="1 0.388235294117647011802319 1 1 1 -0.5137254901960783826098123 -0.7285134930462441316123545 -0.6392156862745097534173055" Performance="22.78832785010344963438911 0.3831999999999999850786025 0.5103999999999999648281346 0.5103999999999999648281346 0.3831999999999999850786025 0.9133611691022964773623016 0 0.3831999999999999850786025 24.94996352045611942571668 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="9.859999999999999431565811">
<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="-1 -1 0.4387380397274663890172519 -1 -1 -0.6785062304334111837889054 -0.9215686274509804487564679 -1" Chromosome2="1 0.9954142662031310040404719 0.7182932261269865392705469 1 1 -0.4550003389499205352919375 -0.7647058823529411242247988 1" Performance="27.54199790330853048203608 0.4391999999999999793054428 0.5003999999999999559463504 0.5003999999999999559463504 0.4391999999999999793054428 0.9417122040072859467940702 0 0.4391999999999999793054428 29.2467250462599288596266 0"/>
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<Run Id="5" OmissionError="0" CommissionError="10.24000000000000021316282">
<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">
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<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.526976024691633182506223 -0.7803921568627451010868867 -0.9584470031764723563227903 -0.9746247723021290720879506 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9122352661258529282761742 -0.4901960784313725838501341 -0.5627134138663463236440521 1 -0.4509803921568626972060656 1" Performance="25.19793064425935824601765 0.271199999999999996624922 0.5163999999999999701572051 0.4835999999999999743316437 0.271199999999999996624922 1 0 0.271199999999999996624922 25.19793064425935824601765 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.984949770238017663359642 0.526976024691633182506223 -0.7803921568627451010868867 -0.9584470031764723563227903 -0.9746247723021290720879506 -0.9843137254901961341602146 -1" Chromosome2="1 0.9826041149208322167396545 0.9122352661258529282761742 -0.4901960784313725838501341 -0.5627134138663463236440521 1 -0.4509803921568626972060656 1" Performance="25.19793064425935824601765 0.271199999999999996624922 0.5163999999999999701572051 0.4835999999999999743316437 0.271199999999999996624922 1 0 0.271199999999999996624922 25.19793064425935824601765 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.984949770238017663359642 0.526976024691633182506223 -0.7803921568627451010868867 -0.9584470031764723563227903 -0.9746247723021290720879506 -0.9843137254901961341602146 -1" Chromosome2="0.9923789493506773862208092 0.9826041149208322167396545 0.9122352661258529282761742 -0.4901960784313725838501341 -0.5627134138663463236440521 1 -0.4509803921568626972060656 1" Performance="25.19793064425935824601765 0.271199999999999996624922 0.5163999999999999701572051 0.4835999999999999743316437 0.271199999999999996624922 1 0 0.271199999999999996624922 25.19793064425935824601765 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.521568627450980315529705 -0.7803921568627451010868867 -0.9547007293055255194857978 -1 -0.9843137254901961341602146 -1" Chromosome2="1 0.9863825909261192403931773 0.9294117647058823816763606 -0.4901960784313725838501341 -0.5654386921194771709053839 1 -0.4509803921568626972060656 1" Performance="24.8988348163726982420485 0.2647999999999999798383499 0.5163999999999999701572051 0.4835999999999999743316437 0.2647999999999999798383499 1 0 0.2647999999999999798383499 24.8988348163726982420485 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.1372549019607842701873324 -1 -0.866666666666666696272614 -0.9843137254901961341602146 -1 -0.9764705882352940902180194 -1" Chromosome2="1 0.3490196078431373472028554 1 -0.4196078431372548545041923 -0.6078431372549020217377347 1 -0.4745098039215686069880462 0.9984219725409598789056531" Performance="20.80165291749649369990038 0.5632000000000000339284156 0.5163999999999999701572051 0.4835999999999999743316437 0.5632000000000000339284156 0.8444602272727272929131459 0 0.5632000000000000339284156 24.63307595276287642604984 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.521568627450980315529705 -0.7803921568627451010868867 -0.9584470031764723563227903 -1 -0.9843137254901961341602146 -1" Chromosome2="1 1 0.9294117647058823816763606 -0.4901960784313725838501341 -0.5627134138663463236440521 1 -0.4509803921568626972060656 1" Performance="24.55799818756885599668749 0.2575999999999999956479257 0.5163999999999999701572051 0.4835999999999999743316437 0.2575999999999999956479257 1 0 0.2575999999999999956479257 24.55799818756885599668749 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="13.61999999999999921840299">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="102" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1422421450741170600995389 0.5156937381560334765495668 -0.80733030151252316297672 -0.8560104874542476816046133 -0.9901060321326575763833944 -1 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 0.3560385036559937654843111 0.6424527313757369961777499 -0.6038893378509276876897616 -0.5827940774681149571634364 1 1 0.9963675620815446443145902" Performance="30.30912077833787421354828 0.4335999999999999854338739 0.5071999999999999841904241 0.5071999999999999841904241 0.4335999999999999854338739 0.9778597785977859446759908 0 0.4335999999999999854338739 30.99536502237571511386705 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1422421450741170600995389 0.5156937381560334765495668 -0.80733030151252316297672 -0.8560104874542476816046133 -1 -1 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 0.3560385036559937654843111 0.6424527313757369961777499 -0.6038893378509276876897616 -0.5827940774681149571634364 1 1 0.9963675620815446443145902" Performance="30.30912077833787421354828 0.4335999999999999854338739 0.5071999999999999841904241 0.5071999999999999841904241 0.4335999999999999854338739 0.9778597785977859446759908 0 0.4335999999999999854338739 30.99536502237571511386705 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1422421450741170600995389 0.5294117647058822484495977 -0.80733030151252316297672 -0.8673493721636506004202261 -1 -0.9918834792533471889086627 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 0.3560385036559937654843111 0.6627450980392157742215886 -0.6038893378509276876897616 -0.5586606764532728863770217 1 1 0.9963675620815446443145902" Performance="29.95100051926997153373122 0.4355999999999999872102308 0.5071999999999999841904241 0.5071999999999999841904241 0.4355999999999999872102308 0.9733700642791551782551096 0 0.4355999999999999872102308 30.77041468441981209025471 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1422421450741170600995389 0.5294117647058822484495977 -0.80733030151252316297672 -0.8673493721636506004202261 -1 -0.9900837240642622605335532 -1" Chromosome2="0.1921568627450980226711863 0.3560385036559937654843111 0.6627450980392157742215886 -0.6038893378509276876897616 -0.5586606764532728863770217 1 1 1" Performance="29.95100051926997153373122 0.4355999999999999872102308 0.5071999999999999841904241 0.5071999999999999841904241 0.4355999999999999872102308 0.9733700642791551782551096 0 0.4355999999999999872102308 30.77041468441981209025471 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1410254921773265446294232 -1 -1 -0.8517703557953092419197105 -0.6773217629931775896068302 -1 -1" Chromosome2="0.1921568627450980226711863 0.3690713912428179588332 1 1 -0.5309501694497086310420286 -0.4396987858690862283062017 0.9859240166222055234968025 1" Performance="29.59730896528255428279408 0.4375999999999999889865876 0.5071999999999999841904241 0.5071999999999999841904241 0.4375999999999999889865876 0.9689213893967093538250879 0 0.4375999999999999889865876 30.54665661133878629129867 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5294117647058822484495977 -0.80733030151252316297672 -0.8607248349646856588890387 -1 -1 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6038893378509276876897616 -0.5887113106349779467763028 1 1 0.9963675620815446443145902" Performance="29.45705602991539606705373 0.4384000000000000119015908 0.5071999999999999841904241 0.5071999999999999841904241 0.4384000000000000119015908 0.9671532846715328313180748 0 0.4384000000000000119015908 30.45748434791252279296714 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5294117647058822484495977 -0.80733030151252316297672 -0.8607248349646856588890387 -1 -0.9868088325516122250036233 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6038893378509276876897616 -0.5887113106349779467763028 1 1 0.9963675620815446443145902" Performance="29.45705602991539606705373 0.4384000000000000119015908 0.5071999999999999841904241 0.5071999999999999841904241 0.4384000000000000119015908 0.9671532846715328313180748 0 0.4384000000000000119015908 30.45748434791252279296714 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5294117647058822484495977 -0.80733030151252316297672 -0.8607248349646856588890387 -0.9897426584592232678971868 -1 -0.9515228671051801923042035" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6038893378509276876897616 -0.5887113106349779467763028 1 1 0.9963675620815446443145902" Performance="29.45705602991539606705373 0.4384000000000000119015908 0.5071999999999999841904241 0.5071999999999999841904241 0.4384000000000000119015908 0.9671532846715328313180748 0 0.4384000000000000119015908 30.45748434791252279296714 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1410254921773265446294232 -1 -1 -0.8517703557953092419197105 -0.6926959960409294625449661 -1 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.3690713912428179588332 1 1 -0.5309501694497086310420286 -0.4518784914573428235229358 0.9859240166222055234968025 1" Performance="29.3174954384095620696371 0.4391999999999999793054428 0.5071999999999999841904241 0.5071999999999999841904241 0.4391999999999999793054428 0.9653916211293260829506835 0 0.4391999999999999793054428 30.36849999186198090228572 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1392271184661796057380201 -0.9995598853462271948799867 -1 -0.8632825988371759518003046 -0.6926959960409294625449661 -0.9723760594237358390046211 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.3767652482232626276470455 1 0.9972977081475697946899572 -0.5521425869134211072974949 -0.4518784914573428235229358 1 1" Performance="29.17862263984721948872902 0.440000000000000002220446 0.5071999999999999841904241 0.5071999999999999841904241 0.440000000000000002220446 0.9636363636363636242521125 0 0.440000000000000002220446 30.27970273946409562881854 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -1 -1 -0.8517703557953092419197105 -0.6926959960409294625449661 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 1 1 0.9972977081475697946899572 -0.5309501694497086310420286 -0.4518784914573428235229358 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="29.18662219711532657129283 0.4359999999999999986677324 0.5071999999999999841904241 0.5071999999999999841904241 0.4359999999999999986677324 0.9651376146788991361447074 0 0.4359999999999999986677324 30.24089182020504296133367 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1392271184661796057380201 -1 -1 -0.8517703557953092419197105 -0.6926959960409294625449661 -0.9723760594237358390046211 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.3767652482232626276470455 1 0.9972977081475697946899572 -0.5309501694497086310420286 -0.4518784914573428235229358 1 1" Performance="29.04043312112798247426326 0.4408000000000000251354493 0.5071999999999999841904241 0.5071999999999999841904241 0.4408000000000000251354493 0.9618874773139746148231666 0 0.4408000000000000251354493 30.1910917919651282659288 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1220368188100994372158326 -1 -0.9655461589467119187801813 -0.8517703557953092419197105 -0.6926959960409294625449661 -1 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.379215778715031925916179 1 1 -0.5309501694497086310420286 -0.4518784914573428235229358 1 1" Performance="29.04043312112798247426326 0.4408000000000000251354493 0.5071999999999999841904241 0.5071999999999999841904241 0.4408000000000000251354493 0.9618874773139746148231666 0 0.4408000000000000251354493 30.1910917919651282659288 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -1 -0.8517703557953092419197105 -0.6926959960409294625449661 -1 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 1 -0.5309501694497086310420286 -0.4518784914573428235229358 1 1" Performance="28.97159319161254131813621 0.4411999999999999810817997 0.5071999999999999841904241 0.5071999999999999841904241 0.4411999999999999810817997 0.9610154125113327117091444 0 0.4411999999999999810817997 30.14685593429116394759149 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -0.9777449336893195841469151 -1 -0.8517703557953092419197105 -0.6926959960409294625449661 -1 -0.9871363443632921175208139" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.992906977222124176307716 1 -0.5309501694497086310420286 -0.4518784914573428235229358 1 1" Performance="28.97159319161254131813621 0.4411999999999999810817997 0.5071999999999999841904241 0.5071999999999999841904241 0.4411999999999999810817997 0.9610154125113327117091444 0 0.4411999999999999810817997 30.14685593429116394759149 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -1 -1 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 1 1 1 1 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="28.42896231216990443613213 0.4404000000000000136779477 0.5071999999999999841904241 0.5071999999999999841904241 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 29.75312500541736326908904 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -0.9804260705981184820245744 -1 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 1 0.9804680979646304139762947 1 1 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="28.42896231216990443613213 0.4404000000000000136779477 0.5071999999999999841904241 0.5071999999999999841904241 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 29.75312500541736326908904 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -0.9804260705981184820245744 -1 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 1 0.9804680979646304139762947 1 0.9857014650045785586485181 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="28.42896231216990443613213 0.4404000000000000136779477 0.5071999999999999841904241 0.5071999999999999841904241 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 29.75312500541736326908904 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -1 -1 -0.983605154364815215117801 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 1 1 1 0.9813480837797017297674529 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="28.42896231216990443613213 0.4404000000000000136779477 0.5071999999999999841904241 0.5071999999999999841904241 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 29.75312500541736326908904 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1112289266696027401071234 -1 -1 -1 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.198533107870694031094061 0.9785336068561000244514503 1 1 1 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="28.42896231216990443613213 0.4404000000000000136779477 0.5071999999999999841904241 0.5071999999999999841904241 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 29.75312500541736326908904 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.04683746340667926943979182 0.1620667515476211517633232 -1 -1 -0.8517703557953092419197105 -0.6705882352941177071414813 -1 -1" Chromosome2="0.260406564526937667203299 0.4150620791676614684817537 1 1 -0.5309501694497086310420286 -0.4588235294117647411482608 1 1" Performance="27.95741803077384446396536 0.4431999999999999828581565 0.5071999999999999841904241 0.5071999999999999841904241 0.4431999999999999828581565 0.9494584837545125832747317 0 0.4431999999999999828581565 29.44564560655648577380816 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.05617675705505605077139109 0.1372549019607842701873324 0.5294117647058822484495977 -0.7958788286206720519189162 -1 -1 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1872686982986922765714866 0.388235294117647011802319 0.6627450980392157742215886 -0.3825374503315615015708318 1 1 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.81287441358739442875958 0.3463999999999999857003274 0.5071999999999999841904241 0.5071999999999999841904241 0.3463999999999999857003274 0.9745958429561201175062024 0 0.3463999999999999857003274 27.51178820161929294840775 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.05617675705505605077139109 0.1372549019607842701873324 0.5294117647058822484495977 -0.7958788286206720519189162 -1 -0.9979806903176582366654657 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1872686982986922765714866 0.388235294117647011802319 0.6627450980392157742215886 -0.3825374503315615015708318 1 0.9997696567040222914712899 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.81287441358739442875958 0.3463999999999999857003274 0.5071999999999999841904241 0.5071999999999999841904241 0.3463999999999999857003274 0.9745958429561201175062024 0 0.3463999999999999857003274 27.51178820161929294840775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1130668484714079796704667 0.1372549019607842701873324 0.5294117647058822484495977 -1 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -1" Chromosome2="0.1891612429448836507628329 0.388235294117647011802319 0.6627450980392157742215886 1 1 -0.4588235294117647411482608 -0.7647058823529411242247988 1" Performance="26.81287441358739442875958 0.3463999999999999857003274 0.5071999999999999841904241 0.5071999999999999841904241 0.3463999999999999857003274 0.9745958429561201175062024 0 0.3463999999999999857003274 27.51178820161929294840775 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5075177189791074683355987 -1 -1 -0.6705882352941177071414813 -0.9028814810557153069936476 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6536280402670876510384801 1 1 -0.4588235294117647411482608 -0.7588567385966537015562494 -0.521568627450980315529705" Performance="26.81287441358739442875958 0.3463999999999999857003274 0.5071999999999999841904241 0.5071999999999999841904241 0.3463999999999999857003274 0.9745958429561201175062024 0 0.3463999999999999857003274 27.51178820161929294840775 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -0.9714119531055713796519058 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 1 1 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.41577795837757847152716 0.3483999999999999874766843 0.5071999999999999841904241 0.5071999999999999841904241 0.3483999999999999874766843 0.9690011481056257647281882 0 0.3483999999999999874766843 27.26083246652472880100504 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5294117647058822484495977 -1 -1 -1 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.33709868023931122138492 0.3487999999999999989341859 0.5071999999999999841904241 0.5071999999999999841904241 0.3487999999999999989341859 0.9678899082568807044069104 0 0.3487999999999999989341859 27.21084129048421829111248 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -0.7937527740009393539821758 -1 -0.6705882352941177071414813 -0.9137254901960784048142727 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 -0.6193586391694950732400571 1 -0.4588235294117647411482608 -0.7647058823529411242247988 1" Performance="26.33709868023931122138492 0.3487999999999999989341859 0.5071999999999999841904241 0.5071999999999999841904241 0.3487999999999999989341859 0.9678899082568807044069104 0 0.3487999999999999989341859 27.21084129048421829111248 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -1 -0.8363035252081656434341994 -1 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 1 -0.5804770329552376706416794 1 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.33709868023931122138492 0.3487999999999999989341859 0.5071999999999999841904241 0.5071999999999999841904241 0.3487999999999999989341859 0.9678899082568807044069104 0 0.3487999999999999989341859 27.21084129048421829111248 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5294117647058822484495977 -1 -0.8281415816665341766977804 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="1 0.388235294117647011802319 0.6627450980392157742215886 1 -0.5900924659791431103883497 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.25866368990124399829256 0.3492000000000000103916875 0.5071999999999999841904241 0.5071999999999999841904241 0.3492000000000000103916875 0.9667812142038946232602825 0 0.3492000000000000103916875 27.1609163522319754235923 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5294117647058822484495977 -0.9670766134347235087886929 -1 -1 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 0.9107567409851721196289986 1 1 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.18047197670713899242401 0.3496000000000000218491891 0.5071999999999999841904241 0.5071999999999999841904241 0.3496000000000000218491891 0.9656750572082379857619117 0 0.3496000000000000218491891 27.11105747350952555052572 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 -1 -1 -0.7858536762687263754756373 -0.6705882352941177071414813 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="1 0.388235294117647011802319 1 1 -0.5763093929045138841260609 -0.4588235294117647411482608 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.18047197670713899242401 0.3496000000000000218491891 0.5071999999999999841904241 0.5071999999999999841904241 0.3496000000000000218491891 0.9656750572082379857619117 0 0.3496000000000000218491891 27.11105747350952555052572 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5294117647058822484495977 -1 -1 -1 -0.9137254901960784048142727 -0.8431372549019607864906334" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 1 1 1 -0.7647058823529411242247988 -0.521568627450980315529705" Performance="26.18047197670713899242401 0.3496000000000000218491891 0.5071999999999999841904241 0.5071999999999999841904241 0.3496000000000000218491891 0.9656750572082379857619117 0 0.3496000000000000218491891 27.11105747350952555052572 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="14.08999999999999985789145">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.1320834030475838971607772 0.1360272123904521235360221 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9843137254901961341602146 -0.9761048290666654025926618 -1 -0.9151403554715216159820557" Chromosome2="0.1747573759833958850773428 0.3657611211549297580702955 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5843137254901960009334516 0.9379969677984310028051596 1 1" Performance="29.65363374556690700956096 0.4176000000000000267341704 0.4792000000000000148325796 0.4792000000000000148325796 0.4176000000000000267341704 0.9578544061302681766889577 0 0.4176000000000000267341704 30.95839363037185165694609 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1315380027471078627776535 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -0.952813283944106137468566 -1 -1 -1" Chromosome2="0.1763557297352038866211643 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5874896024132888472379932 1 1 1" Performance="29.30070713356781553216024 0.419599999999999972999376 0.4792000000000000148325796 0.4792000000000000148325796 0.419599999999999972999376 0.9532888465204957251231122 0 0.419599999999999972999376 30.7364417831126388591656 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1315380027471078627776535 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -0.952813283944106137468566 -1 -1 -1" Chromosome2="0.1763557297352038866211643 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5874896024132888472379932 1 0.9954397717740425255428249 1" Performance="29.30070713356781553216024 0.419599999999999972999376 0.4792000000000000148325796 0.4792000000000000148325796 0.419599999999999972999376 0.9532888465204957251231122 0 0.419599999999999972999376 30.7364417831126388591656 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -1 -0.7996464490354199261545887" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 -0.5009474139281915316956884" Performance="28.88314824100514144333829 0.4219999999999999862332345 0.4792000000000000148325796 0.4792000000000000148325796 0.4219999999999999862332345 0.947867298578199068970207 0 0.4219999999999999862332345 30.47172139426042392074123 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9875699698618830568719318 -1 -1 -0.7996464490354199261545887" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6156862745098039546576274 0.9761512678575842150152653 1 1 -0.5009474139281915316956884" Performance="28.88314824100514144333829 0.4219999999999999862332345 0.4792000000000000148325796 0.4792000000000000148325796 0.4219999999999999862332345 0.947867298578199068970207 0 0.4219999999999999862332345 30.47172139426042392074123 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -0.9988881957089138508010251 -0.7996464490354199261545887" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 -0.5009474139281915316956884" Performance="28.88314824100514144333829 0.4219999999999999862332345 0.4792000000000000148325796 0.4792000000000000148325796 0.4219999999999999862332345 0.947867298578199068970207 0 0.4219999999999999862332345 30.47172139426042392074123 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -0.9969604632888848794181058 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9843137254901961341602146 -0.9699026787833820995032852 -0.9825776949071803878510423 -0.9151403554715216159820557" Chromosome2="0.1921568627450980226711863 0.954380252900031922358437 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5843137254901960009334516 0.9485342425684775147232131 0.9812125345138279497447797 1" Performance="28.60832210605877534703723 0.4235999999999999765520897 0.4792000000000000148325796 0.4792000000000000148325796 0.4235999999999999765520897 0.9442870632672332176227314 0 0.4235999999999999765520897 30.29621311031624486531655 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9509583463942682390879213 -0.984723822889374766909043 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5739545997470387739269881 1 1 1" Performance="28.54005334467102272810735 0.4239999999999999880095913 0.4792000000000000148325796 0.4792000000000000148325796 0.4239999999999999880095913 0.9433962264150943521912041 0 0.4239999999999999880095913 30.25245654535128281281686 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9509583463942682390879213 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5739545997470387739269881 0.9925256066626924056350845 0.9662937278134955398911643 1" Performance="28.54005334467102272810735 0.4239999999999999880095913 0.4792000000000000148325796 0.4792000000000000148325796 0.4239999999999999880095913 0.9433962264150943521912041 0 0.4239999999999999880095913 30.25245654535128281281686 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9640335062569057589243471 -1 -1 -0.8082075537858055547246749" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 -0.3756094668864034535893381" Performance="28.40403698103964558185908 0.4248000000000000109245946 0.4792000000000000148325796 0.4792000000000000148325796 0.4248000000000000109245946 0.9416195856873822433996679 0 0.4248000000000000109245946 30.16508727386410626536417 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1275638794114275498259303 0.5372549019607844034140953 -1 -1 -1 -0.9640270237261727714894732 -0.7803949257708154840784687" Chromosome2="0.6042470231633998434261912 0.3714901902752012485819932 0.6627450980392157742215886 1 1 0.8469650089167631845654682 0.9537561406457150114945875 0.9826816021231934428215027" Performance="28.13407241639917799602699 0.4264000000000000012434498 0.4792000000000000148325796 0.4792000000000000148325796 0.4264000000000000012434498 0.9380863039399625069592048 0 0.4264000000000000012434498 29.99092119588152272058323 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5148021248771863511706215 1 0.9623599319851824374083549 0.9847190548424367140256663" Performance="27.93339030030166370011102 0.4275999999999999801048034 0.4792000000000000148325796 0.4792000000000000148325796 0.4275999999999999801048034 0.9354536950420954122265016 0 0.4275999999999999801048034 29.86079423102247787369379 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5380519413777542503396489 -0.7803921568627451010868867 -1 -1 -1 -0.9151403554715216159820557" Chromosome2="0.1921568627450980226711863 1 0.6572435100266201812857503 -0.6156862745098039546576274 1 1 1 1" Performance="27.8004465980800539171014 0.4284000000000000030198066 0.4792000000000000148325796 0.4792000000000000148325796 0.4284000000000000030198066 0.9337068160597572497039209 0 0.4284000000000000030198066 29.77427830654373863694673 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 1" Performance="27.73422635227179355865701 0.4288000000000000144773082 0.4792000000000000148325796 0.4792000000000000148325796 0.4288000000000000144773082 0.9328358208955224162295394 0 0.4288000000000000144773082 29.73109064963536241066322 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.6785759427811781652195577 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6156862745098039546576274 1 -0.4474007789526716072359136 1 1" Performance="27.73422635227179355865701 0.4288000000000000144773082 0.4792000000000000148325796 0.4792000000000000148325796 0.4288000000000000144773082 0.9328358208955224162295394 0 0.4288000000000000144773082 29.73109064963536241066322 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -1 -0.9630204886387847551532104 -1 -0.9651432854376885694946964 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 1 -0.577857532541801499625933 1 1 0.9874756552887206106916551" Performance="27.73422635227179355865701 0.4288000000000000144773082 0.4792000000000000148325796 0.4792000000000000148325796 0.4288000000000000144773082 0.9328358208955224162295394 0 0.4288000000000000144773082 29.73109064963536241066322 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.6785759427811781652195577 -1 -0.9974000301370595789052231" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6156862745098039546576274 1 -0.4474007789526716072359136 1 1" Performance="27.73422635227179355865701 0.4288000000000000144773082 0.4792000000000000148325796 0.4792000000000000148325796 0.4288000000000000144773082 0.9328358208955224162295394 0 0.4288000000000000144773082 29.73109064963536241066322 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1275638794114275498259303 0.5372549019607844034140953 -1 -1 -1 -0.9640270237261727714894732 -0.7995689917355776055174488" Chromosome2="0.6042470231633998434261912 0.3714901902752012485819932 0.6627450980392157742215886 0.994031863473355814520005 1 0.8469650089167631845654682 0.9537561406457150114945875 1" Performance="27.60228625009440861504117 0.4295999999999999818811602 0.4792000000000000148325796 0.4792000000000000148325796 0.4295999999999999818811602 0.9310986964618249706049369 0 0.4295999999999999818811602 29.6448554326013926640826 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.8901960784313724950322921 -0.9843137254901961341602146 -1 -0.9705935971086985247779921 -0.9322552515090339886327797" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.294117647058823483696699 -0.5921568627450980448756468 1 -0.3602586814135544379666953 1" Performance="27.40561867885667268751604 0.4308000000000000162536651 0.4792000000000000148325796 0.4792000000000000148325796 0.4308000000000000162536651 0.9285051067780872857682084 0 0.4308000000000000162536651 29.51585131712863585562445 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.9489117923473555649138689 -1 -1" Chromosome2="0.1921568627450980226711863 0.9592560240593941411901824 0.6627450980392157742215886 -0.6156862745098039546576274 1 0.9705670632510667861225784 1 1" Performance="27.34039195586068160537252 0.4312000000000000277111667 0.4792000000000000148325796 0.4792000000000000148325796 0.4312000000000000277111667 0.9276437847866418895392826 0 0.4312000000000000277111667 29.47294252841781414531397 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -1 -0.9637454175705961745279637 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 1 -0.5624694894227076913395535 1 1 1" Performance="27.34039195586068160537252 0.4312000000000000277111667 0.4792000000000000148325796 0.4792000000000000148325796 0.4312000000000000277111667 0.9276437847866418895392826 0 0.4312000000000000277111667 29.47294252841781414531397 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9735566336488308269991876 -0.9699026787833820995032852 -1 -0.9151403554715216159820557" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 -0.6156862745098039546576274 1 0.9485342425684775147232131 1 1" Performance="27.34039195586068160537252 0.4312000000000000277111667 0.4792000000000000148325796 0.4792000000000000148325796 0.4312000000000000277111667 0.9276437847866418895392826 0 0.4312000000000000277111667 29.47294252841781414531397 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5372549019607844034140953 -1 -0.9637454175705961745279637 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6627450980392157742215886 1 -0.5624694894227076913395535 1 1 0.9874756552887206106916551" Performance="27.34039195586068160537252 0.4312000000000000277111667 0.4792000000000000148325796 0.4792000000000000148325796 0.4312000000000000277111667 0.9276437847866418895392826 0 0.4312000000000000277111667 29.47294252841781414531397 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.9699026787833820995032852 -1 -0.9151403554715216159820557" Chromosome2="0.1921568627450980226711863 0.9935427173536192091418684 0.6627450980392157742215886 -0.6156862745098039546576274 1 0.9485342425684775147232131 1 1" Performance="27.34039195586068160537252 0.4312000000000000277111667 0.4792000000000000148325796 0.4792000000000000148325796 0.4312000000000000277111667 0.9276437847866418895392826 0 0.4312000000000000277111667 29.47294252841781414531397 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.663297768410704979835657 -1 -1" Chromosome2="1 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 -0.4330228681225911091523528 1 1" Performance="27.01670214918847179319528 0.4331999999999999739763723 0.4792000000000000148325796 0.4792000000000000148325796 0.4331999999999999739763723 0.9233610341643582186677008 0 0.4331999999999999739763723 29.2590884275711147211041 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -1 -0.9694291601071671760081472 -0.9741413026220269166799426 -1 -0.9887378814376213131964732" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 1 1 0.9823181889951229095458984 1 1" Performance="25.8842599967496838075931 0.4404000000000000136779477 0.4792000000000000148325796 0.4792000000000000148325796 0.4404000000000000136779477 0.9082652134423251366612817 0 0.4404000000000000136779477 28.49857025642140229138022 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -1 -1 -0.9741413026220269166799426 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 1 1 0.9823181889951229095458984 1 1" Performance="25.82281425509459538147894 0.4408000000000000251354493 0.4792000000000000148325796 0.4792000000000000148325796 0.4408000000000000251354493 0.9074410163339382551228596 0 0.4408000000000000251354493 28.45674130911424626333428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -1 -1 -0.9741413026220269166799426 -1 -0.9887378814376213131964732" Chromosome2="0.1921568627450980226711863 1 0.6627450980392157742215886 1 1 0.9823181889951229095458984 1 1" Performance="25.82281425509459538147894 0.4408000000000000251354493 0.4792000000000000148325796 0.4792000000000000148325796 0.4408000000000000251354493 0.9074410163339382551228596 0 0.4408000000000000251354493 28.45674130911424626333428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -1 -1 -0.9741413026220269166799426 -1 -1" Chromosome2="0.1921568627450980226711863 0.9592560240593941411901824 0.6627450980392157742215886 1 1 0.9823181889951229095458984 1 1" Performance="25.82281425509459538147894 0.4408000000000000251354493 0.4792000000000000148325796 0.4792000000000000148325796 0.4408000000000000251354493 0.9074410163339382551228596 0 0.4408000000000000251354493 28.45674130911424626333428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5372549019607844034140953 -1 -0.995301486658198508727935 -0.9741413026220269166799426 -1 -1" Chromosome2="0.1921568627450980226711863 0.9592560240593941411901824 0.6627450980392157742215886 1 1 0.9823181889951229095458984 0.9991782423920738676059727 1" Performance="25.82281425509459538147894 0.4408000000000000251354493 0.4792000000000000148325796 0.4792000000000000148325796 0.4408000000000000251354493 0.9074410163339382551228596 0 0.4408000000000000251354493 28.45674130911424626333428 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1372549019607842701873324 0.5372549019607844034140953 -1 -1 -1 -0.9674937038216739892959595 -1" Chromosome2="0.6042470231633998434261912 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 0.9838195162592455744743347 1" Performance="25.33664736460681154994745 0.4440000000000000057731597 0.4792000000000000148325796 0.4792000000000000148325796 0.4440000000000000057731597 0.9009009009009009139035129 0 0.4440000000000000057731597 28.12367857471355847565064 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1372549019607842701873324 0.5372549019607844034140953 -1 -1 -1 -0.9674937038216739892959595 -1" Chromosome2="0.6042470231633998434261912 0.388235294117647011802319 0.6627450980392157742215886 0.993810786413294899865889 1 1 0.9838195162592455744743347 1" Performance="25.33664736460681154994745 0.4440000000000000057731597 0.4792000000000000148325796 0.4792000000000000148325796 0.4440000000000000057731597 0.9009009009009009139035129 0 0.4440000000000000057731597 28.12367857471355847565064 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1372549019607842701873324 0.5372549019607844034140953 -1 -1 -1 -1 -1" Chromosome2="0.6042470231633998434261912 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 1 1" Performance="24.80096041212681967635945 0.4475999999999999978683718 0.4792000000000000148325796 0.4792000000000000148325796 0.4475999999999999978683718 0.89365504915102766947399 0 0.4475999999999999978683718 27.75227470116991312920618 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5711003395564415718865803 0.1372549019607842701873324 0.5372549019607844034140953 -1 -1 -0.9986753813767185183891684 -0.9853383989797698250256985 -1" Chromosome2="0.6042470231633998434261912 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 0.9828445862771736374341458 1" Performance="24.80096041212681967635945 0.4475999999999999978683718 0.4792000000000000148325796 0.4792000000000000148325796 0.4475999999999999978683718 0.89365504915102766947399 0 0.4475999999999999978683718 27.75227470116991312920618 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -0.9450980392156862475161461 -1 -0.9357284179273090973794069 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 -0.6156862745098039546576274 -0.5921568627450980448756468 1 -0.748552693448313655188997 1" Performance="25.71125200562935475545601 0.3351999999999999979571896 0.4792000000000000148325796 0.4792000000000000148325796 0.3351999999999999979571896 0.947494033412887848299988 0 0.3351999999999999979571896 27.13605690266674841382155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1116633400743181070424725 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -0.9363637391519563646369306 -1" Chromosome2="1 0.373752366845771732961623 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 -0.7593951493836887944866021 1" Performance="25.71125200562935475545601 0.3351999999999999979571896 0.4792000000000000148325796 0.4792000000000000148325796 0.3351999999999999979571896 0.947494033412887848299988 0 0.3351999999999999979571896 27.13605690266674841382155 0"/>
<Rule Type="d" Prediction="1" Chromosome1="0.02069053462176934088390112 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9916595951899102034943212 -0.6627450980392156631992862 -1 -1" Chromosome2="0.2335819075128476585145876 1 0.6627450980392157742215886 -0.6156862745098039546576274 0.9832813090546742573749839 -0.4588235294117647411482608 1 1" Performance="25.49831952112165822654788 0.3423999999999999821476138 0.4792000000000000148325796 0.4792000000000000148325796 0.3423999999999999821476138 0.9415887850467289377220936 0 0.3423999999999999821476138 27.08010112913168754289472 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="14.74000000000000021316282">
<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="86" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="!" Prediction="0" Chromosome1="-0.1954536152550424843443722 -1 -0.9316379161817687215574324 -0.7882352941176470340067794 -0.9697372664848539214332845 -0.9686274509803921572981267 -0.9837563893771963385859181 -0.8421346860284008029040592" Chromosome2="0.2343486888197534034894431 1 0.9885614921471902460936576 -0.4745098039215686069880462 -0.5053032489461947163178479 -0.3176470588235293934786796 -0.5095307791569069211234932 -0.5059320980943249335126666" Performance="31.33592721029454608583364 0.3971999999999999975131004 0.5028000000000000246913601 0.4971999999999999753086399 0.3971999999999999975131004 1 0 0.3971999999999999975131004 31.33592721029454608583364 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2114879750398820368317843 -1 -0.9316379161817687215574324 -0.7882352941176470340067794 -0.9697372664848539214332845 -0.9686274509803921572981267 -0.9757832768008550816674074 -0.8547127656703978892949181" Chromosome2="0.2398133352127562456512777 0.9841969968207801011672586 0.9885614921471902460936576 -0.4745098039215686069880462 -0.5053032489461947163178479 -0.3176470588235293934786796 -0.4936540285530836014160627 -0.5266559077828537605014958" Performance="30.48820474348250542107053 0.3760000000000000008881784 0.5028000000000000246913601 0.4971999999999999753086399 0.3760000000000000008881784 1 0 0.3760000000000000008881784 30.48820474348250542107053 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5186706254404840343852356 -1 -0.9515156410966539857199109 -1 -1 -0.8335743022228333520828869" Chromosome2="0.9855432418795923021903604 1 0.801671319301514140320819 1 -0.5905938709496707517132563 0.9906269866440977622801256 1 -0.6226705430347660996659442" Performance="24.60383559761195115811461 0.5707999999999999740651901 0.4971999999999999753086399 0.4971999999999999753086399 0.5707999999999999740651901 0.8710581639803783859932196 0 0.5707999999999999740651901 28.24591584697687451921411 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9680972185192836532152683 0.5186706254404840343852356 -1 -0.9515156410966539857199109 -1 -1 -0.8355827826681196945912689" Chromosome2="1 1 0.801671319301514140320819 1 -0.5905938709496707517132563 0.9906269866440977622801256 1 -0.6116094099307920473052036" Performance="24.45787807176349559767914 0.5719999999999999529265438 0.4971999999999999753086399 0.4971999999999999753086399 0.5719999999999999529265438 0.8692307692307692512656558 0 0.5719999999999999529265438 28.13738185247127887578245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9680972185192836532152683 0.5186706254404840343852356 -1 -0.9515156410966539857199109 -1 -1 -0.8355827826681196945912689" Chromosome2="0.9855432418795923021903604 1 0.801671319301514140320819 1 -0.5905938709496707517132563 0.9906269866440977622801256 1 -0.6116094099307920473052036" Performance="24.45787807176349559767914 0.5719999999999999529265438 0.4971999999999999753086399 0.4971999999999999753086399 0.5719999999999999529265438 0.8692307692307692512656558 0 0.5719999999999999529265438 28.13738185247127887578245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5186706254404840343852356 -1 -0.9515156410966539857199109 -1 -1 -0.8355827826681196945912689" Chromosome2="1 1 0.801671319301514140320819 1 -0.5905938709496707517132563 0.9906269866440977622801256 1 -0.6116094099307920473052036" Performance="24.45787807176349559767914 0.5719999999999999529265438 0.4971999999999999753086399 0.4971999999999999753086399 0.5719999999999999529265438 0.8692307692307692512656558 0 0.5719999999999999529265438 28.13738185247127887578245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5186706254404840343852356 -0.9769609495997428894042969 -0.9515156410966539857199109 -1 -1 -0.8355827826681196945912689" Chromosome2="1 1 0.801671319301514140320819 0.974199744872748851776123 -0.5905938709496707517132563 0.9906269866440977622801256 1 -0.6116094099307920473052036" Performance="24.45787807176349559767914 0.5719999999999999529265438 0.4971999999999999753086399 0.4971999999999999753086399 0.5719999999999999529265438 0.8692307692307692512656558 0 0.5719999999999999529265438 28.13738185247127887578245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5063101261709221923013047 -1 -0.9268674353408922206298826 -1 -1 -0.8310773867123144587054639" Chromosome2="0.9940288561981084347607407 1 0.7957021900315714990625793 1 -0.592144275876153480808739 1 1 -0.5772553137187668159668874" Performance="24.30226634172129962507825 0.4587999999999999856115096 0.4971999999999999753086399 0.4971999999999999753086399 0.4587999999999999856115096 0.8971229293809939164816569 0 0.4587999999999999856115096 27.08911515447456608285393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9845983231629150678188012 0.5063101261709221923013047 -1 -0.9268674353408922206298826 -1 -1 -0.8310773867123144587054639" Chromosome2="0.9940288561981084347607407 0.9772924915819928282090245 0.7957021900315714990625793 1 -0.592144275876153480808739 1 1 -0.5772553137187668159668874" Performance="24.30226634172129962507825 0.4587999999999999856115096 0.4971999999999999753086399 0.4971999999999999753086399 0.4587999999999999856115096 0.8971229293809939164816569 0 0.4587999999999999856115096 27.08911515447456608285393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9845983231629150678188012 0.5063101261709221923013047 -1 -0.9268674353408922206298826 -1 -1 -0.8310773867123144587054639" Chromosome2="0.9940288561981084347607407 0.9772924915819928282090245 0.7957021900315714990625793 0.9861912366499503423966644 -0.592144275876153480808739 1 1 -0.5772553137187668159668874" Performance="24.30226634172129962507825 0.4587999999999999856115096 0.4971999999999999753086399 0.4971999999999999753086399 0.4587999999999999856115096 0.8971229293809939164816569 0 0.4587999999999999856115096 27.08911515447456608285393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5063101261709221923013047 -1 -0.9268674353408922206298826 -1 -0.9824530684911623179544904 -0.8310773867123144587054639" Chromosome2="0.9940288561981084347607407 1 0.7957021900315714990625793 1 -0.592144275876153480808739 1 0.9854457151689907101754784 -0.5772553137187668159668874" Performance="24.30226634172129962507825 0.4587999999999999856115096 0.4971999999999999753086399 0.4971999999999999753086399 0.4587999999999999856115096 0.8971229293809939164816569 0 0.4587999999999999856115096 27.08911515447456608285393 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5186706254404840343852356 -1 -0.9268674353408922206298826 -1 -1 -0.8355827826681196945912689" Chromosome2="1 1 0.801671319301514140320819 1 -0.592144275876153480808739 1 1 -0.6116094099307920473052036" Performance="23.89876652568351289573911 0.4616000000000000103028697 0.4971999999999999753086399 0.4971999999999999753086399 0.4616000000000000103028697 0.8916811091854419668578657 0 0.4616000000000000103028697 26.80192086553816821492546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5186706254404840343852356 -1 -0.9268674353408922206298826 -1 -0.9923317996629824611076742 -0.8355827826681196945912689" Chromosome2="1 1 0.801671319301514140320819 1 -0.592144275876153480808739 1 0.9866925400371352461448282 -0.6116094099307920473052036" Performance="23.89876652568351289573911 0.4616000000000000103028697 0.4971999999999999753086399 0.4971999999999999753086399 0.4616000000000000103028697 0.8916811091854419668578657 0 0.4616000000000000103028697 26.80192086553816821492546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9875975795555860248242652 0.5186706254404840343852356 -1 -0.9268674353408922206298826 -1 -1 -0.8355827826681196945912689" Chromosome2="1 0.9865972201805561780929565 0.801671319301514140320819 1 -0.592144275876153480808739 1 1 -0.6116094099307920473052036" Performance="23.89876652568351289573911 0.4616000000000000103028697 0.4971999999999999753086399 0.4971999999999999753086399 0.4616000000000000103028697 0.8916811091854419668578657 0 0.4616000000000000103028697 26.80192086553816821492546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9875975795555860248242652 0.5186706254404840343852356 -1 -0.9268674353408922206298826 -1 -0.9974175408528542785546733 -0.8355827826681196945912689" Chromosome2="1 0.9865972201805561780929565 0.801671319301514140320819 1 -0.592144275876153480808739 1 0.9858792755798793105981304 -0.6116094099307920473052036" Performance="23.89876652568351289573911 0.4616000000000000103028697 0.4971999999999999753086399 0.4971999999999999753086399 0.4616000000000000103028697 0.8916811091854419668578657 0 0.4616000000000000103028697 26.80192086553816821492546 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 -1 -1 -0.788653945552409529895499 -0.9450980392156862475161461 -1 -1 -0.7860394783500654902752558" Chromosome2="0.1921568627450980226711863 1 1 -0.6683655101461570824383784 -0.5921568627450980448756468 1 1 -0.6346468457112124372798689" Performance="25.2359908541678947813125 0.3499999999999999777955395 0.4971999999999999753086399 0.4971999999999999753086399 0.3499999999999999777955395 0.9474285714285713977389491 0 0.3499999999999999777955395 26.63629915246912815973701 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 -0.9849312137812376022338867 -1 -0.788653945552409529895499 -0.9450980392156862475161461 -1 -1 -0.7860394783500654902752558" Chromosome2="0.1921568627450980226711863 0.9958481351652789248518616 1 -0.6683655101461570824383784 -0.5921568627450980448756468 1 1 -0.6346468457112124372798689" Performance="25.2359908541678947813125 0.3499999999999999777955395 0.4971999999999999753086399 0.4971999999999999753086399 0.3499999999999999777955395 0.9474285714285713977389491 0 0.3499999999999999777955395 26.63629915246912815973701 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2436274923930168700980659 -1 -1 -0.9450980392156862475161461 -0.9215686274509804487564679 -1 -0.8117647058823529437887601" Chromosome2="0.1921568627450980226711863 0.3481520469807120043981286 1 1 -0.5921568627450980448756468 -0.4980392156862745167700268 0.9990622878787999150418386 -0.6392156862745097534173055" Performance="24.93739601241494341365978 0.351600000000000023625546 0.4971999999999999753086399 0.4971999999999999753086399 0.351600000000000023625546 0.9431171786120591260527135 0 0.351600000000000023625546 26.44146091063056047687496 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2436274923930168700980659 -0.9933298141498800859494622 -1 -0.9450980392156862475161461 -0.9215686274509804487564679 -1 -0.8117647058823529437887601" Chromosome2="0.1921568627450980226711863 0.3481520469807120043981286 0.9743151661585753853245251 1 -0.5921568627450980448756468 -0.4980392156862745167700268 0.9990622878787999150418386 -0.6392156862745097534173055" Performance="24.93739601241494341365978 0.351600000000000023625546 0.4971999999999999753086399 0.4971999999999999753086399 0.351600000000000023625546 0.9431171786120591260527135 0 0.351600000000000023625546 26.44146091063056047687496 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2496923371053793305751611 -1 -1 -0.9450980392156862475161461 -1 -1 -0.8033935375818435087325042" Chromosome2="0.1921568627450980226711863 0.348285400787112731091355 1 1 -0.5921568627450980448756468 1 1 -0.6572049023488572006002073" Performance="24.78947636348659244731607 0.352399999999999991029398 0.4971999999999999753086399 0.4971999999999999753086399 0.352399999999999991029398 0.9409761634506242922171282 0 0.352399999999999991029398 26.34442542368116590978389 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2496923371053793305751611 -1 -1 -0.9450980392156862475161461 -1 -1 -0.8033935375818435087325042" Chromosome2="0.1921568627450980226711863 0.348285400787112731091355 1 1 -0.5921568627450980448756468 1 0.9902283695299882726459373 -0.6572049023488572006002073" Performance="24.78947636348659244731607 0.352399999999999991029398 0.4971999999999999753086399 0.4971999999999999753086399 0.352399999999999991029398 0.9409761634506242922171282 0 0.352399999999999991029398 26.34442542368116590978389 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1529411764705882470494203 0.2627450980392156409948257 -1 -1 -0.9450980392156862475161461 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 0.5203345529735088348388672 -0.5921568627450980448756468 1 -0.1418209593679171653946014 1" Performance="21.81726471167150549490543 0.3695999999999999841016063 0.4971999999999999753086399 0.4971999999999999753086399 0.3695999999999999841016063 0.8971861471861471981625868 0 0.3695999999999999841016063 24.3174337678944141316606 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -1 -0.9450980392156862475161461 -0.7538020759715269303313789 -1 -1" Chromosome2="1 0.388235294117647011802319 1 -0.5393433625864632041668756 -0.5921568627450980448756468 -0.4727594448306635666057218 1 1" Performance="21.43206967337350121738382 0.3719999999999999973354647 0.4971999999999999753086399 0.4971999999999999753086399 0.3719999999999999973354647 0.8913978494623655546291729 0 0.3719999999999999973354647 24.04321447073263939842036 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -0.9722464737372801257819788 -1 -0.9450980392156862475161461 -0.7538020759715269303313789 -1 -1" Chromosome2="1 0.388235294117647011802319 0.981469460680861716106449 -0.5393433625864632041668756 -0.5921568627450980448756468 -0.4727594448306635666057218 1 1" Performance="21.43206967337350121738382 0.3719999999999999973354647 0.4971999999999999753086399 0.4971999999999999753086399 0.3719999999999999973354647 0.8913978494623655546291729 0 0.3719999999999999973354647 24.04321447073263939842036 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5065591144915935206682889 -1 -0.9450980392156862475161461 -0.7508978582155451109159117 -1 -1" Chromosome2="1 1 0.7348916583746339936666914 1 -0.5921568627450980448756468 -0.5648497565769721173722928 1 1" Performance="21.22331083936209950024931 0.3695999999999999841016063 0.4971999999999999753086399 0.4971999999999999753086399 0.3695999999999999841016063 0.8896103896103896291336355 0 0.3695999999999999841016063 23.85686035957491313297396 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="15.44000000000000127897692">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="88" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1070731210958340007266543 0.5424035585254644020736237 -0.7803921568627451010868867 -1 -1 -1 -0.9490939812687689824954873" Chromosome2="1 0.3469497207874048250175747 0.6382966337363616959876822 -0.6156862745098039546576274 1 1 1 0.9559637815686697903672098" Performance="28.98416374948742202377616 0.4404000000000000136779477 0.4984000000000000096811448 0.4984000000000000096811448 0.4404000000000000136779477 0.9554950045413260761861807 0 0.4404000000000000136779477 30.33418658572780657323165 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1297801131486700509931609 -1 -0.7803921568627451010868867 -1 -1 -0.9927737241180916161198411 -1" Chromosome2="0.09961180649515166685148415 0.3694415402828443162341898 1 -0.6156862745098039546576274 1 1 -0.7222838612910817968071342 1" Performance="28.78034032297132327471445 0.4415999999999999925393013 0.4984000000000000096811448 0.4984000000000000096811448 0.4415999999999999925393013 0.9528985507246376940315713 0 0.4415999999999999925393013 30.20294269635013506558607 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1297801131486700509931609 -1 -0.7803921568627451010868867 -1 -1 -0.9927737241180916161198411 -1" Chromosome2="0.09961180649515166685148415 0.3694415402828443162341898 0.9889435003184385841734638 -0.6156862745098039546576274 1 1 -0.7222838612910817968071342 1" Performance="28.78034032297132327471445 0.4415999999999999925393013 0.4984000000000000096811448 0.4984000000000000096811448 0.4415999999999999925393013 0.9528985507246376940315713 0 0.4415999999999999925393013 30.20294269635013506558607 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1297801131486700509931609 -1 -0.7803921568627451010868867 -1 -1 -0.9927737241180916161198411 -0.9887999686164946622213279" Chromosome2="0.09961180649515166685148415 0.3694415402828443162341898 1 -0.6156862745098039546576274 1 1 -0.7222838612910817968071342 1" Performance="28.78034032297132327471445 0.4415999999999999925393013 0.4984000000000000096811448 0.4984000000000000096811448 0.4415999999999999925393013 0.9528985507246376940315713 0 0.4415999999999999925393013 30.20294269635013506558607 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -0.9612941416611687772686423 -1 -0.9927737241180916161198411 -1" Chromosome2="0.09961180649515166685148415 0.388235294117647011802319 1 -0.6156862745098039546576274 0.9987757192759050273167531 1 -0.7222838612910817968071342 1" Performance="28.44395207897214561398869 0.4435999999999999943156581 0.4984000000000000096811448 0.4984000000000000096811448 0.4435999999999999943156581 0.9486023444544634530828375 0 0.4435999999999999943156581 29.98511678287082915517203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -0.9612941416611687772686423 -1 -0.9927737241180916161198411 -0.9846675654267331712077294" Chromosome2="0.09961180649515166685148415 0.388235294117647011802319 1 -0.6156862745098039546576274 0.9987757192759050273167531 1 -0.7222838612910817968071342 0.9814629581902759580813722" Performance="28.44395207897214561398869 0.4435999999999999943156581 0.4984000000000000096811448 0.4984000000000000096811448 0.4435999999999999943156581 0.9486023444544634530828375 0 0.4435999999999999943156581 29.98511678287082915517203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -1 -0.9798681089033682845013118 -0.9684323825925185147411867 -1" Chromosome2="0.09961180649515166685148415 0.388235294117647011802319 1 -0.6156862745098039546576274 1 0.9673702092220385351239997 -0.7331416264685393091582455 1" Performance="28.37716718915703850711907 0.4440000000000000057731597 0.4984000000000000096811448 0.4984000000000000096811448 0.4440000000000000057731597 0.947747747747747726343448 0 0.4440000000000000057731597 29.9416878136542905508577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -1 -0.9798681089033682845013118 -0.9684323825925185147411867 -0.9808154283330225986503592" Chromosome2="0.09961180649515166685148415 0.388235294117647011802319 1 -0.6156862745098039546576274 1 0.9673702092220385351239997 -0.7331416264685393091582455 1" Performance="28.37716718915703850711907 0.4440000000000000057731597 0.4984000000000000096811448 0.4984000000000000096811448 0.4440000000000000057731597 0.947747747747747726343448 0 0.4440000000000000057731597 29.9416878136542905508577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2051951566546716954064777 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -1 -0.9798681089033682845013118 -0.9684323825925185147411867 -0.9808154283330225986503592" Chromosome2="0.09961180649515166685148415 0.388235294117647011802319 1 -0.6156862745098039546576274 0.9941848411974383292744051 0.9673702092220385351239997 -0.7331416264685393091582455 1" Performance="28.37716718915703850711907 0.4440000000000000057731597 0.4984000000000000096811448 0.4984000000000000096811448 0.4440000000000000057731597 0.947747747747747726343448 0 0.4440000000000000057731597 29.9416878136542905508577 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.9779999263803748066337107 -1 -1 -0.7792247305224743181284452" Chromosome2="1 1 0.6627450980392157742215886 -0.6156862745098039546576274 -0.2563665052328039095641543 1 -0.7411708254782712890218477 0.006836787131438832459950916" Performance="28.24408589650391476766345 0.4447999999999999731770117 0.4984000000000000096811448 0.4984000000000000096811448 0.4447999999999999731770117 0.9460431654676259016767403 0 0.4447999999999999731770117 29.85496532025889138139974 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1070731210958340007266543 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.9771575360591041592428496 -1 -1" Chromosome2="1 0.3469497207874048250175747 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 1" Performance="28.11165239639417023909118 0.445599999999999996092015 0.4984000000000000096811448 0.4984000000000000096811448 0.445599999999999996092015 0.9443447037701975244061714 0 0.445599999999999996092015 29.76842278477481329446164 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 0.5240781525304278876120634 -0.9424549248069524765014648 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 0.6438647998582895937147441 0.9232601663587909346375682 1 0.9726886176145993490038677 1 1" Performance="27.84871201718691224868962 0.4471999999999999864108702 0.4984000000000000096811448 0.4984000000000000096811448 0.4471999999999999864108702 0.9409660107334525402933423 0 0.4471999999999999864108702 29.59587455818913426242034 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -0.9762116836250892548676461 -0.9707073371857404264773095 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 0.9923748055561667502644241 1 1 1" Performance="27.78337527529458483854796 0.4475999999999999978683718 0.4984000000000000096811448 0.4984000000000000096811448 0.4475999999999999978683718 0.9401251117068811780086435 0 0.4475999999999999978683718 29.55284879567931355381916 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 1 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 0.9701289975721585356893684 1 1 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -0.9707073371857404264773095 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 1 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.9785765974872535633011239 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 1 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -0.9707073371857404264773095 -1 -0.9993752997427706175059825" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 1 0.9757895537371200633813828" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -0.9707073371857404264773095 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 0.996078759939833080494509 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -1 -1 -0.9979054165903378237345578" Chromosome2="0.1921568627450980226711863 1 0.6373770485413782216355116 -0.6076889044298598996363125 0.9701289975721585356893684 1 1 0.981193166477857370288973" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.5082053992346260429258109 -0.8268722516316362458610456 -1 -0.9707073371857404264773095 -1 -1" Chromosome2="0.1921568627450980226711863 0.978320614024996704216619 0.6373770485413782216355116 -0.6076889044298598996363125 1 1 0.996078759939833080494509 1" Performance="27.6531762166199186481208 0.448400000000000020783375 0.4984000000000000096811448 0.4984000000000000096811448 0.448400000000000020783375 0.9384478144513827002626272 0 0.448400000000000020783375 29.46693016999137881839488 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -1 -1" Chromosome2="0.9615371954542669685750411 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 1 0.9927998053570908920661964" Performance="26.32331199520364251043247 0.4567999999999999838351528 0.4984000000000000096811448 0.4984000000000000096811448 0.4567999999999999838351528 0.9211908931698774560814513 0 0.4567999999999999838351528 28.57530636741688212509871 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.9793098187074065208435059 -1 -1" Chromosome2="0.9615371954542669685750411 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 1 0.9857014518497245747497004 1 0.9927998053570908920661964" Performance="26.32331199520364251043247 0.4567999999999999838351528 0.4984000000000000096811448 0.4984000000000000096811448 0.4567999999999999838351528 0.9211908931698774560814513 0 0.4567999999999999838351528 28.57530636741688212509871 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9999018576989571194246764 0.5352602302685949275939947 -0.7803921568627451010868867 -1 -1 -0.960784313725490224378234 -1" Chromosome2="1 1 0.6280744700691633930489388 -0.6156862745098039546576274 0.9744488807498581373067736 1 -0.7647058823529411242247988 1" Performance="26.8396702286694726069527 0.3572000000000000174971149 0.4984000000000000096811448 0.4984000000000000096811448 0.3572000000000000174971149 0.9641657334826427838692098 0 0.3572000000000000174971149 27.83719571916589785587348 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1420322084023191155921495 0.1372549019607842701873324 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -0.6705882352941177071414813 -1 -0.7610528503642575159915395" Chromosome2="0.1316487772304719139349061 0.388235294117647011802319 0.6627450980392157742215886 -0.6156862745098039546576274 0.9985916883817740341555691 -0.4588235294117647411482608 1 -0.5220577720087851147923175" Performance="26.90337025122209624328207 0.3459999999999999742428258 0.4984000000000000096811448 0.4984000000000000096811448 0.3459999999999999742428258 0.9699421965317919225313403 0 0.3459999999999999742428258 27.73708613505019471290325 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1612003235913374576959711 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -1 -1 -0.960784313725490224378234 -1" Chromosome2="0.1637352216660099557543617 1 0.6627450980392157742215886 -0.6156862745098039546576274 1 1 -0.7647058823529411242247988 1" Performance="26.30464134677514209670335 0.3599999999999999866773237 0.4984000000000000096811448 0.4984000000000000096811448 0.3599999999999999866773237 0.9566666666666666651863693 0 0.3599999999999999866773237 27.4961407806011948196101 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5372549019607844034140953 -1 -0.9856216606752175035666141 -1 -1 -1" Chromosome2="1 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 1 1" Performance="24.59263275396709147457841 0.4683999999999999830357922 0.4984000000000000096811448 0.4984000000000000096811448 0.4683999999999999830357922 0.8983774551665243413012263 0 0.4683999999999999830357922 27.37449900655462187160083 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -1 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 -0.6156862745098039546576274 1 1 1 0.9925849470607144287015444" Performance="24.47755818907171487808228 0.4692000000000000059507954 0.4984000000000000096811448 0.4984000000000000096811448 0.4692000000000000059507954 0.8968456947996590322702559 0 0.4692000000000000059507954 27.29294273363224476725009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1372549019607842701873324 0.5372549019607844034140953 -1 -1 -1 -1 -1" Chromosome2="1 0.388235294117647011802319 0.6627450980392157742215886 1 1 1 1 1" Performance="24.47755818907171487808228 0.4692000000000000059507954 0.4984000000000000096811448 0.4984000000000000096811448 0.4692000000000000059507954 0.8968456947996590322702559 0 0.4692000000000000059507954 27.29294273363224476725009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.1372549019607842701873324 -1 -0.7803921568627451010868867 -0.9981426113503583108510497 -1 -1 -1" Chromosome2="0.1921568627450980226711863 0.388235294117647011802319 1 -0.6156862745098039546576274 1 1 1 0.9925849470607144287015444" Performance="24.47755818907171487808228 0.4692000000000000059507954 0.4984000000000000096811448 0.4984000000000000096811448 0.4692000000000000059507954 0.8968456947996590322702559 0 0.4692000000000000059507954 27.29294273363224476725009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.8897966835878193814224346 -1 -0.960784313725490224378234 -1" Chromosome2="1 1 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5564256155486941857191141 0.9530513106534878042808145 -0.7647058823529411242247988 1" Performance="25.70682703631449328440794 0.3632000000000000228261854 0.4984000000000000096811448 0.4984000000000000096811448 0.3632000000000000228261854 0.9482378854625550523849142 0 0.3632000000000000228261854 27.11010330891238240269558 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5372549019607844034140953 -0.7803921568627451010868867 -0.8897966835878193814224346 -1 -0.960784313725490224378234 -1" Chromosome2="0.9651165273195753124824137 1 0.6627450980392157742215886 -0.6156862745098039546576274 -0.5564256155486941857191141 0.9530513106534878042808145 -0.7647058823529411242247988 1" Performance="25.70682703631449328440794 0.3632000000000000228261854 0.4984000000000000096811448 0.4984000000000000096811448 0.3632000000000000228261854 0.9482378854625550523849142 0 0.3632000000000000228261854 27.11010330891238240269558 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="262.6049421480203704959422" LN="-0.7868729403780105879917528" Entropy="7.880669800918742140538598" OutputFormat="2">
<Features Num="16">
<Feature Type="0" Ref="0" Min="56" Max="157" Lambda="0"/>
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<Feature Type="0" Ref="2" Min="23" Max="233" Lambda="0"/>
<Feature Type="0" Ref="3" Min="175" Max="1642" Lambda="0"/>
<Feature Type="0" Ref="4" Min="0" Max="754" Lambda="0"/>
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<Feature Type="0" Ref="6" Min="0" Max="1498" Lambda="0"/>
<Feature Type="0" Ref="7" Min="-2" Max="1891" Lambda="0"/>
<Feature Type="1" Ref="0" Min="3136" Max="24649" Lambda="0"/>
<Feature Type="1" Ref="1" Min="40804" Max="135424" Lambda="-4.588522982090845303559945"/>
<Feature Type="1" Ref="2" Min="529" Max="54289" Lambda="-4.458766706856264860903138"/>
<Feature Type="1" Ref="3" Min="30625" Max="2696164" Lambda="-2.950911641838498411516412"/>
<Feature Type="1" Ref="4" Min="0" Max="568516" Lambda="0"/>
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<Feature Type="1" Ref="6" Min="0" Max="2244004" Lambda="0"/>
<Feature Type="1" Ref="7" Min="0" Max="3575881" Lambda="0"/></Features></MaximumEntropy></Model></Algorithm></Algorithms></Consensus></Model></Algorithm></SerializedModel>