<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="Macrotorus utriculatus" Count="22">
<CoordinateSystem>GEOGCS['1924 ellipsoid',DATUM['Not_specified',SPHEROID['International 1924',6378388,297,AUTHORITY['EPSG','7022']],AUTHORITY['EPSG','6022']],PRIMEM['Greenwich',0,AUTHORITY['EPSG','8901']],UNIT['degree',0.0174532925199433,AUTHORITY['EPSG','9108']],AUTHORITY['EPSG','4022']]</CoordinateSystem>
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</Sampler>
<Algorithm Id="CONSENSUS" Version="0.2"><Parameters><Parameter Id="Agreement" Value="3"/><Parameter Id="Alg1" Value="MAXENT(NumberOfBackgroundPoints=10000,UseAbsencesAsBackground=1,IncludePresencePointsInBackground=1,NumberOfIterations=500,TerminateTolerance=0.00001,OutputFormat=2,QuadraticFeatures=1,ProductFeatures=1,HingeFeatures=1,ThresholdFeatures=1,AutoFeatures=1,MinSamplesForProductThreshold=80,MinSamplesForQuadratic=10,MinSamplesForHinge=15)"/><Parameter Id="Alg2" Value="GARP_BS(TrainingProportion=50,TotalRuns=100,HardOmissionThreshold=100,ModelsUnderOmissionThreshold=20,CommissionThreshold=50,CommissionSampleSize=10000,MaxThreads=1,MaxGenerations=400,ConvergenceLimit=0.01,PopulationSize=50,Resamples=2500)"/><Parameter Id="Alg3" Value="ENFA(NumberOfBackgroundPoints=10000,NumberOfRetries=5,DiscardMethod=2,RetainComponents=2,RetainVariation=0.75,DisplayLoadings=0,VerboseDebug=0)"/><Parameter Id="Alg4" Value="ENVDIST(DistanceType=2,NearestPoints=0,MaxDistance=1)"/><Parameter Id="Alg5" Value="SVM(SvmType=2,KernelType=2,Degree=3,Gamma=0,C=1,Coef0=0,Nu=0.05,ProbabilisticOutput=0,NumberOfPseudoAbsences=500)"/><Parameter Id="Weights" Value="1.0 1.0 1.0 1.0 1.0"/></Parameters><Model><Consensus Thresholds="0.5 1.0 0.0497644515641 0.0454545454545 0.119617289719"><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="4.190000000000000390798505">
<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">
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9928909810613605335660736 -0.9141381234861910565214771 -0.916578577426464646826787 -0.7811164904574207090703908 -1 -0.9714914262294769287109375" Chromosome2="1 1 0.9849076183111984406082229 -0.6102723526238811313504584 -0.7568803445923159012309611 -0.6817041861694189686105005 -0.5103098411624338304193316 1" Performance="34.0457684471748933674462 0.5008000000000000229150032 0.491599999999999981437071 0.491599999999999981437071 0.5008000000000000229150032 0.9816293929712459620517961 0 0.5008000000000000229150032 34.68291464268752832822429 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9919967206720358143812177 -1 -0.9181804321307156513398695 -0.916578577426464646826787 -0.7783606908779820976462815 -1 -1" Chromosome2="1 0.9921992182349547162445447 1 -0.636527825612835718160909 -0.7568803445923159012309611 -0.6760810656662693540752684 -0.5103098411624338304193316 1" Performance="34.0457684471748933674462 0.5008000000000000229150032 0.491599999999999981437071 0.491599999999999981437071 0.5008000000000000229150032 0.9816293929712459620517961 0 0.5008000000000000229150032 34.68291464268752832822429 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9919967206720358143812177 -0.9870825254461831343988365 -0.9181804321307156513398695 -0.916578577426464646826787 -0.7783606908779820976462815 -1 -1" Chromosome2="1 0.9921992182349547162445447 0.9863854863784379256586021 -0.636527825612835718160909 -0.7568803445923159012309611 -0.6760810656662693540752684 -0.5103098411624338304193316 1" Performance="34.0457684471748933674462 0.5008000000000000229150032 0.491599999999999981437071 0.491599999999999981437071 0.5008000000000000229150032 0.9816293929712459620517961 0 0.5008000000000000229150032 34.68291464268752832822429 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3019607843137255276388942 -1 0.6018029986579523926693014 -1 -0.9219022971875665550811618 -0.7690488718860294392598576 -0.9921568627450980670801073 -1" Chromosome2="0.388235294117647011802319 1 0.8958748188317303684513604 -0.7001924694095755796752201 -0.2409308539205869681421035 -0.5247051823775314982611917 -0.3254901960784313263985723 0.9700852412391792745083308" Performance="33.43351847108545626952036 0.4623999999999999777067217 0.5083999999999999630517777 0.491599999999999981437071 0.4623999999999999777067217 1 0 0.4623999999999999777067217 33.43351847108545626952036 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8341277319317063065895468 -1 -1 -0.772549019607843168166994 -0.9292709001671282109668937 -0.7916126760971440301517532 -0.9782911958172917366027832 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.7487051783500014989769511 -0.654018988071240370274495 0.9773859979871374337179191 -0.7019607843137254388210522" Performance="33.09502119769607020316471 0.449199999999999988187227 0.491599999999999981437071 0.491599999999999981437071 0.449199999999999988187227 0.9902048085485307682418465 0 0.449199999999999988187227 33.42240000450780712526466 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3019607843137255276388942 -1 0.5921568627450979338533443 -1 -0.9219022971875665550811618 -0.7909121114571390220859826 -0.9921568627450980670801073 -1" Chromosome2="0.388235294117647011802319 1 0.9137254901960785158365752 -0.7032338891983784812111935 -0.2409308539205869681421035 -0.5143495421961805647015353 -0.3254901960784313263985723 1" Performance="33.37562488917208014527205 0.4607999999999999873878664 0.5083999999999999630517777 0.491599999999999981437071 0.4607999999999999873878664 1 0 0.4607999999999999873878664 33.37562488917208014527205 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.974665477194569307428651 -0.982264856616519854703995 -0.9141381234861910565214771 -0.916578577426464646826787 -0.9137254901960784048142727 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.9354458456059000504012602 -0.6102723526238811313504584 -0.7568803445923159012309611 -0.4980392156862745167700268 -0.388235294117647011802319 1" Performance="33.25953540738869662618526 0.457600000000000006750156 0.5083999999999999630517777 0.491599999999999981437071 0.457600000000000006750156 1 0 0.457600000000000006750156 33.25953540738869662618526 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.990464437466401337317734 -0.974665477194569307428651 -0.982264856616519854703995 -0.9141381234861910565214771 -0.916578577426464646826787 -0.9137254901960784048142727 -0.9921568627450980670801073 -1" Chromosome2="0.9878210134722373858551236 1 0.9354458456059000504012602 -0.6102723526238811313504584 -0.7568803445923159012309611 -0.4980392156862745167700268 -0.388235294117647011802319 1" Performance="33.25953540738869662618526 0.457600000000000006750156 0.5083999999999999630517777 0.491599999999999981437071 0.457600000000000006750156 1 0 0.457600000000000006750156 33.25953540738869662618526 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.2843585367595231061521588 -0.9702974810664143356930822 0.5921568627450979338533443 -0.9730211981736561765998772 -0.9670211041287438691327338 -0.8409795652525220432949027 -0.9784284124299771345789623 -0.9629006945217648549828482" Chromosome2="0.434182973761014612268383 1 0.9137254901960785158365752 -0.7179075456680912292739549 -0.2439958471965238406831133 -0.4626830934021156083169046 -0.3130987685465929093453497 0.9698414046317338499392235" Performance="33.23044966906853403543209 0.4567999999999999838351528 0.5083999999999999630517777 0.491599999999999981437071 0.4567999999999999838351528 1 0 0.4567999999999999838351528 33.23044966906853403543209 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.5921568627450979338533443 -1 -0.9291843050806483095271915 -0.7909121114571390220859826 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.9137254901960785158365752 -0.7032338891983784812111935 -0.2457552892007572598043197 -0.5143495421961805647015353 -0.3254901960784313263985723 1" Performance="33.18677326508603897536887 0.4556000000000000049737992 0.5083999999999999630517777 0.491599999999999981437071 0.4556000000000000049737992 1 0 0.4556000000000000049737992 33.18677326508603897536887 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.8341277319317063065895468 -1 -0.9921873077300602528083573 -0.772549019607843168166994 -0.9292709001671282109668937 -0.7824172665565913842300461 -0.9782911958172917366027832 -0.8901960784313724950322921" Chromosome2="1 1 0.9737155901846187289194745 -0.7176470588235294156831401 -0.7487051783500014989769511 -0.6237004505188650238522996 0.9773859979871374337179191 -0.7019607843137254388210522" Performance="32.65860079617780087346546 0.4516000000000000014210855 0.491599999999999981437071 0.491599999999999981437071 0.4516000000000000014210855 0.984942426926483594051831 0 0.4516000000000000014210855 33.15787796662296216254617 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9911191896863387196248141 -0.9410919143762299654554226 -0.916578577426464646826787 -0.7647058823529411242247988 -1 -1" Chromosome2="1 1 1 -0.6513789358159293163552661 -0.7568803445923159012309611 -0.6862745098039215729812668 -0.5103098411624338304193316 1" Performance="32.5778451583007822023319 0.4540000000000000146549439 0.491599999999999981437071 0.491599999999999981437071 0.4540000000000000146549439 0.9832599118942730864745272 0 0.4540000000000000146549439 33.13248589128260590541686 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3019607843137255276388942 -1 0.5958499506919405774851839 -1 -0.9219022971875665550811618 -1 -0.9895105061246304289923614 -1" Chromosome2="0.388235294117647011802319 1 0.9118182478216934061521215 -0.7001924694095755796752201 -0.2409308539205869681421035 1 -0.3307281052269501753215764 0.9824273226810480430515327" Performance="33.11385124054762485457104 0.4536000000000000031974423 0.5083999999999999630517777 0.491599999999999981437071 0.4536000000000000031974423 1 0 0.4536000000000000031974423 33.11385124054762485457104 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3019607843137255276388942 -1 0.5921568627450979338533443 -1 -0.9219022971875665550811618 -1 -0.9895105061246304289923614 -1" Chromosome2="0.388235294117647011802319 1 0.9137254901960785158365752 -0.7001924694095755796752201 -0.2409308539205869681421035 1 -0.3307281052269501753215764 1" Performance="33.09924755682060037997871 0.4531999999999999917399407 0.5083999999999999630517777 0.491599999999999981437071 0.4531999999999999917399407 1 0 0.4531999999999999917399407 33.09924755682060037997871 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9598580741470581489949154 -1 -1 -0.9141381234861910565214771 -0.916578577426464646826787 -0.7647058823529411242247988 -1 -1" Chromosome2="1 0.9985899017977245550881094 0.9438217363375074331344194 -0.6102723526238811313504584 -0.7568803445923159012309611 -0.6862745098039215729812668 -0.5103098411624338304193316 0.9903412196935728051272463" Performance="32.3633492201616306260803 0.4551999999999999935162975 0.491599999999999981437071 0.491599999999999981437071 0.4551999999999999935162975 0.9806678383128295539705732 0 0.4551999999999999935162975 33.00133639116840100768968 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7044708903673563282765713 -0.772549019607843168166994 -1 -1 -0.9936043859613375994754847 -0.8901960784313724950322921" Chromosome2="0.9210889984084211778991857 1 0.8442724060256432405680016 -0.7176470588235294156831401 1 0.971216263153172776334543 -0.8995132849309123157510726 -0.7019607843137254388210522" Performance="31.94498973323425161652267 0.4556000000000000049737992 0.491599999999999981437071 0.491599999999999981437071 0.4556000000000000049737992 0.976294995610184401790832 0 0.4556000000000000049737992 32.72063246956277993149342 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6729835215262045533535229 -0.772549019607843168166994 -1 -1 -0.9936043859613375994754847 -0.8901960784313724950322921" Chromosome2="0.9210889984084211778991857 1 0.8412502482095185474264554 -0.7176470588235294156831401 0.9660592910367995500564575 1 -0.8995132849309123157510726 -0.7019607843137254388210522" Performance="31.31705727504703062891167 0.4591999999999999970690112 0.491599999999999981437071 0.491599999999999981437071 0.4591999999999999970690112 0.9686411149825784328015743 0 0.4591999999999999970690112 32.33091884150538675157804 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-1 0.2406343383704121763333461 0.6313725490196078204974128 -0.7898675375246729801759216 -0.9843137254901961341602146 -0.9450980392156862475161461 -0.9843137254901961341602146 -0.8980392156862745389744873" Chromosome2="1 0.4230927598273971357301093 0.8980392156862744279521849 -0.4543633134122572747592983 -0.5843137254901960009334516 -0.4509803921568626972060656 -0.4431372549019607642861729 -0.6627450980392156631992862" Performance="30.59432281507439910228641 0.3871999999999999886313162 0.5083999999999999630517777 0.491599999999999981437071 0.3871999999999999886313162 1 0 0.3871999999999999886313162 30.59432281507439910228641 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -1 -1 -0.7647058823529411242247988 -0.9611047241221991610515829 -1" Chromosome2="1 0.4039215686274508776421044 0.8117647058823529437887601 1 1 -0.6862745098039215729812668 -0.9048882534928327503465084 1" Performance="29.84256460108216302273831 0.3608000000000000095923269 0.491599999999999981437071 0.491599999999999981437071 0.3608000000000000095923269 0.9922394678492238995204389 0 0.3608000000000000095923269 30.07597013427498566784379 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -1 -1 -0.7647058823529411242247988 -0.9611047241221991610515829 -1" Chromosome2="0.9835802834791441684458846 0.4039215686274508776421044 0.8117647058823529437887601 1 1 -0.6862745098039215729812668 -0.9048882534928327503465084 1" Performance="29.84256460108216302273831 0.3608000000000000095923269 0.491599999999999981437071 0.491599999999999981437071 0.3608000000000000095923269 0.9922394678492238995204389 0 0.3608000000000000095923269 30.07597013427498566784379 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -0.8289226236731728203466218 -1 -0.8901960784313724950322921" Chromosome2="1 0.4039215686274508776421044 0.7725490196078430571446916 -0.7176470588235294156831401 1 -0.6027283534972920353567361 1 -0.7019607843137254388210522" Performance="29.855643023014188486286 0.3588000000000000078159701 0.491599999999999981437071 0.491599999999999981437071 0.3588000000000000078159701 0.9933110367892976633186208 0 0.3588000000000000078159701 30.05669112417926669422741 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9879491080495494959023972 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -0.8289226236731728203466218 -1 -0.8901960784313724950322921" Chromosome2="1 0.4039215686274508776421044 0.7725490196078430571446916 -0.7176470588235294156831401 1 -0.6027283534972920353567361 1 -0.7019607843137254388210522" Performance="29.855643023014188486286 0.3588000000000000078159701 0.491599999999999981437071 0.491599999999999981437071 0.3588000000000000078159701 0.9933110367892976633186208 0 0.3588000000000000078159701 30.05669112417926669422741 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9879491080495494959023972 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -0.8289226236731728203466218 -0.9980844467781581075271902 -0.8901960784313724950322921" Chromosome2="1 0.4039215686274508776421044 0.7725490196078430571446916 -0.7176470588235294156831401 1 -0.6027283534972920353567361 1 -0.7019607843137254388210522" Performance="29.855643023014188486286 0.3588000000000000078159701 0.491599999999999981437071 0.491599999999999981437071 0.3588000000000000078159701 0.9933110367892976633186208 0 0.3588000000000000078159701 30.05669112417926669422741 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.9596337353990923579871719 0.4039215686274508776421044 0.7725490196078430571446916 -0.7176470588235294156831401 1 1 1 -0.7019607843137254388210522" Performance="29.69106026826275979146885 0.3595999999999999752198221 0.491599999999999981437071 0.491599999999999981437071 0.3595999999999999752198221 0.9911012235817575621865672 0 0.3595999999999999752198221 29.95764666797780151341613 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -0.9926331144708552267630353 -0.8901960784313724950322921" Chromosome2="0.9596337353990923579871719 0.4039215686274508776421044 0.7725490196078430571446916 -0.7176470588235294156831401 1 1 0.9989299415610730648040771 -0.7019607843137254388210522" Performance="29.69106026826275979146885 0.3595999999999999752198221 0.491599999999999981437071 0.491599999999999981437071 0.3595999999999999752198221 0.9911012235817575621865672 0 0.3595999999999999752198221 29.95764666797780151341613 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9750709460516061577450841 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -0.9783719738945364507998192 -0.9643843459259522354898309 -1 -0.8901960784313724950322921" Chromosome2="0.8727862341329455375671387 0.4039215686274508776421044 0.8117647058823529437887601 -0.7176470588235294156831401 1 1 1 -0.7019607843137254388210522" Performance="29.44603043286307908488197 0.3608000000000000095923269 0.491599999999999981437071 0.491599999999999981437071 0.3608000000000000095923269 0.9878048780487804769734339 0 0.3608000000000000095923269 29.80956167277496859924213 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7072991369012133766602801 -0.772549019607843168166994 -1 -0.7647058823529411242247988 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.8098457291993607087832174 -0.7176470588235294156831401 1 -0.6862745098039215729812668 1 -0.7019607843137254388210522" Performance="29.44603043286307908488197 0.3608000000000000095923269 0.491599999999999981437071 0.491599999999999981437071 0.3608000000000000095923269 0.9878048780487804769734339 0 0.3608000000000000095923269 29.80956167277496859924213 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="4.530000000000000248689958">
<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="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.6238149013638165651940426 -0.7814217188535045321984285 -0.932356928001705220765416 -1 -0.9921568627450980670801073 -0.9928985853493214053244742" Chromosome2="1 0.4133358207205179990495481 0.9336888169334031095658588 -0.4972894723372106584591279 -0.5990864103840243259924137 1 -0.1843137254901960897512936 0.968335442692041414858295" Performance="32.95597882975886250278563 0.4295999999999999818811602 0.4971999999999999753086399 0.5028000000000000246913601 0.4295999999999999818811602 1 0 0.4295999999999999818811602 32.95597882975886250278563 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.6351340041078371578819883 -0.7960784313725490779489746 -0.9518095168773452741106667 -1 -0.9921568627450980670801073 -1" Chromosome2="1 0.4133358207205179990495481 0.8936131966305974616560093 -0.4823529411764705399079389 -0.6787255935921187033343926 0.9442715655480112824093908 -0.1843137254901960897512936 1" Performance="32.55462641045131988448702 0.4192000000000000170530257 0.4971999999999999753086399 0.5028000000000000246913601 0.4192000000000000170530257 1 0 0.4192000000000000170530257 32.55462641045131988448702 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.5827143877177409780898643 -0.7960784313725490779489746 -0.9749810528657099073512882 -1 -0.9605530114487972337400379 -1" Chromosome2="1 0.4133358207205179990495481 0.8484248908449688597599447 -0.4823529411764705399079389 -0.6061434687172271296162762 1 -0.2027784696721964263765869 1" Performance="32.35208309788297498243992 0.4139999999999999791278071 0.4971999999999999753086399 0.5028000000000000246913601 0.4139999999999999791278071 1 0 0.4139999999999999791278071 32.35208309788297498243992 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.959559612242238846313569 0.2743325516978065703455059 0.6076360861686144199111936 -0.7873874776909931538781962 -0.9453054191215950474713736 -1 -0.9921568627450980670801073 -1" Chromosome2="1 0.4133358207205179990495481 0.9152598342554453259012348 -0.4713462377314035500752709 -0.5905190770824749746381599 0.9442715655480112824093908 -0.1843137254901960897512936 1" Performance="32.25817264404580697600977 0.4116000000000000214050999 0.4971999999999999753086399 0.5028000000000000246913601 0.4116000000000000214050999 1 0 0.4116000000000000214050999 32.25817264404580697600977 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.6124346385258708780341408 -0.7960784313725490779489746 -0.9453054191215950474713736 -1 -0.9921568627450980670801073 -0.9928985853493214053244742" Chromosome2="1 0.4133358207205179990495481 0.9107821064099984598172455 -0.4823529411764705399079389 -0.5905190770824749746381599 0.9872382138296962317269845 -0.1843137254901960897512936 0.968335442692041414858295" Performance="32.22680834626112300611567 0.4107999999999999984900967 0.4971999999999999753086399 0.5028000000000000246913601 0.4107999999999999984900967 1 0 0.4107999999999999984900967 32.22680834626112300611567 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.6054439638514776955702246 -0.7960784313725490779489746 -0.9749810528657099073512882 -1 -0.9828988213861870049115055 -1" Chromosome2="0.9756474575570112106603915 0.4133358207205179990495481 0.8591754079350699679906711 -0.4823529411764705399079389 -0.6061434687172271296162762 1 -0.1876490676739052398946939 1" Performance="31.81625899258406064973315 0.4003999999999999781508109 0.4971999999999999753086399 0.5028000000000000246913601 0.4003999999999999781508109 1 0 0.4003999999999999781508109 31.81625899258406064973315 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2963011835498080559503364 0.678431372549019640061374 -0.772549019607843168166994 -0.9149940423896478769449914 -0.787124780112621769134762 -1 -0.8509803921568627194105261" Chromosome2="1 0.3903958027606455605251767 0.7725490196078430571446916 -0.5607843137254902021737735 -0.6970568404679606810958603 -0.3380106981965451673488587 1 -0.7019607843137254388210522" Performance="31.5592095196079576169268 0.4148000000000000020428104 0.5028000000000000246913601 0.5028000000000000246913601 0.4148000000000000020428104 0.9951783992285438973368628 0 0.4148000000000000020428104 31.71211266650528060040415 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.5764705882352940680135589 -1 -0.9455278347736761901387581 -1 -0.9921568627450980670801073 -0.9928985853493214053244742" Chromosome2="0.969206909759570023332742 0.4133358207205179990495481 0.9137254901960785158365752 1 -0.5820123432256489870439964 1 -0.1843137254901960897512936 0.968335442692041414858295" Performance="31.28742007368547817236504 0.3871999999999999886313162 0.4971999999999999753086399 0.5028000000000000246913601 0.3871999999999999886313162 1 0 0.3871999999999999886313162 31.28742007368547817236504 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 0.2743325516978065703455059 0.5764705882352940680135589 -1 -0.9455278347736761901387581 -1 -0.9921568627450980670801073 -0.9928985853493214053244742" Chromosome2="0.969206909759570023332742 0.4133358207205179990495481 0.9137254901960785158365752 1 -0.5820123432256489870439964 0.981613058465368615301827 -0.1843137254901960897512936 0.968335442692041414858295" Performance="31.28742007368547817236504 0.3871999999999999886313162 0.4971999999999999753086399 0.5028000000000000246913601 0.3871999999999999886313162 1 0 0.3871999999999999886313162 31.28742007368547817236504 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3326874742621234726236423 -0.9921053648950197700884246 0.6927692187876969276416617 -0.772549019607843168166994 -0.9310100065625231957611163 -0.7882352941176470340067794 -1 -0.8980392156862745389744873" Chromosome2="0.03476196205109551018441749 1 0.7889256637267860750029058 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 -0.7019607843137254388210522" Performance="30.82871378592882294356059 0.4172000000000000152766688 0.5028000000000000246913601 0.5028000000000000246913601 0.4172000000000000152766688 0.986577181208053710648187 0 0.4172000000000000152766688 31.2481520687305760475283 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3326874742621234726236423 -1 0.6993839100591395796513439 -0.772549019607843168166994 -0.9310100065625231957611163 -0.7882352941176470340067794 -1 -0.8980392156862745389744873" Chromosome2="0.03476196205109551018441749 1 0.7865615734458158980757503 -0.5607843137254902021737735 1 -0.3411764705882353032606602 1 -0.7019607843137254388210522" Performance="30.82871378592882294356059 0.4172000000000000152766688 0.5028000000000000246913601 0.5028000000000000246913601 0.4172000000000000152766688 0.986577181208053710648187 0 0.4172000000000000152766688 31.2481520687305760475283 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.292883526553488593435759 -1 0.6983971629432824679284408 -0.7587990754610198784746444 -1 -0.7882352941176470340067794 -1 -0.8688876087976837858661838" Chromosome2="0.03200257182237138675606758 1 0.7958468672739462679288636 -0.5343860367649626574859667 1 -0.3411764705882353032606602 1 -0.6760699095683322390470948" Performance="30.82871378592882294356059 0.4172000000000000152766688 0.5028000000000000246913601 0.5028000000000000246913601 0.4172000000000000152766688 0.986577181208053710648187 0 0.4172000000000000152766688 31.2481520687305760475283 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.959559612242238846313569 0.2743325516978065703455059 -1 -0.7882352941176470340067794 -0.9768780586986487435297022 -1 -0.9742947084932427337378158 -0.9928985853493214053244742" Chromosome2="1 0.4133358207205179990495481 1 -0.4901960784313725838501341 -0.5357735538249576157099341 1 -0.1899846511195077969347267 0.968335442692041414858295" Performance="31.17408881354492677928647 0.3844000000000000194511074 0.4971999999999999753086399 0.5028000000000000246913601 0.3844000000000000194511074 1 0 0.3844000000000000194511074 31.17408881354492677928647 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.292883526553488593435759 -1 0.6983971629432824679284408 -0.7587990754610198784746444 -1 -0.7882352941176470340067794 -0.9823807310103700451975328 -0.8814136168084222289209606" Chromosome2="0.03200257182237138675606758 1 0.7958468672739462679288636 -0.5343860367649626574859667 1 -0.3411764705882353032606602 0.9926232227616096359668063 -0.6945684117226493814456489" Performance="30.60441686332514166224428 0.4183999999999999941380224 0.5028000000000000246913601 0.5028000000000000246913601 0.4183999999999999941380224 0.9837476099426386566548786 0 0.4183999999999999941380224 31.11002919245684950055875 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9887538527005484967347115 0.3176470588235293934786796 0.678431372549019640061374 -0.772549019607843168166994 -0.9149940423896478769449914 -0.787124780112621769134762 -1 -0.8509803921568627194105261" Chromosome2="0.9774487632371130496622413 0.4039215686274508776421044 0.7725490196078430571446916 -0.5607843137254902021737735 -0.6970568404679606810958603 -0.3380106981965451673488587 0.9803746764588615603130961 -0.7019607843137254388210522" Performance="30.20985108333015389803222 0.4219999999999999862332345 0.5028000000000000246913601 0.5028000000000000246913601 0.4219999999999999862332345 0.97819905213270141874915 0 0.4219999999999999862332345 30.88313264817181291732595 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.325304243903990597530651 0.3176470588235293934786796 -0.979949090546413992264263 -1 -0.9152325540261474490222326 -1 -1 -1" Chromosome2="0.04873422451874276362104865 0.4039215686274508776421044 0.9857081278546977465282453 1 -0.6221826039459187329683232 0.9442715655480112824093908 -0.8659816408840318446848983 1" Performance="30.06375047432177183281965 0.4228000000000000091482377 0.5028000000000000246913601 0.5028000000000000246913601 0.4228000000000000091482377 0.9763481551561021820617725 0 0.4228000000000000091482377 30.7920390032539863511829 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3200606207564180571978341 0.678431372549019640061374 -0.772549019607843168166994 -1 -1 -0.9636562849985563783405951 -0.8903873578081450412824438" Chromosome2="1 0.4080401064937604904692137 0.8352941176470587425484382 -0.5607843137254902021737735 0.981992339032391692299484 1 -0.808652792594484304267155 -0.6879940622646759651459547" Performance="29.02785223775895673270497 0.4895999999999999796607142 0.5028000000000000246913601 0.5028000000000000246913601 0.4895999999999999796607142 0.9428104575163398504145107 0 0.4895999999999999796607142 30.78864050174780331303737 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9949867797308954431301231 0.3200606207564180571978341 0.678431372549019640061374 -0.772549019607843168166994 -1 -1 -0.9636562849985563783405951 -0.8980392156862745389744873" Chromosome2="0.9910014740822986611945566 0.4080401064937604904692137 0.8352941176470587425484382 -0.5607843137254902021737735 0.981992339032391692299484 1 -0.808652792594484304267155 -0.7019607843137254388210522" Performance="28.90278359287041354264147 0.4904000000000000025757174 0.5028000000000000246913601 0.5028000000000000246913601 0.4904000000000000025757174 0.941272430668841808554248 0 0.4904000000000000025757174 30.70607684996457820147953 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3200606207564180571978341 0.678431372549019640061374 -0.772549019607843168166994 -1 -1 -0.9913218711952075379301164 -0.8980392156862745389744873" Chromosome2="1 0.4080401064937604904692137 0.8352941176470587425484382 -0.5607843137254902021737735 1 1 -0.8286503474290172199800963 -0.7019607843137254388210522" Performance="27.62234031594590888403218 0.4988000000000000211386464 0.5028000000000000246913601 0.5028000000000000246913601 0.4988000000000000211386464 0.9254210104250200075171051 0 0.4988000000000000211386464 29.84840413690168858806828 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9800350702707729677598536 0.3176470588235293934786796 0.7078586623111956521725574 -1 -0.9153578651248877040558227 -0.7882352941176470340067794 -1 -0.8362854104237157359946764" Chromosome2="1 0.3960784313725489447222117 0.8531802157774499573150706 1 -0.8361730110969347595784029 -0.3411764705882353032606602 1 -0.6784682479392246667870836" Performance="29.61854561139243102729779 0.364400000000000001687539 0.5028000000000000246913601 0.5028000000000000246913601 0.364400000000000001687539 0.9956092206366630170677468 0 0.364400000000000001687539 29.74916764275469205358604 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.678431372549019640061374 -1 -0.9153578651248877040558227 -0.7882352941176470340067794 -1 -0.8362854104237157359946764" Chromosome2="1 0.3960784313725489447222117 0.8352941176470587425484382 1 -0.8361730110969347595784029 -0.3411764705882353032606602 1 -0.6784682479392246667870836" Performance="29.21186682737742046356288 0.3664000000000000034638958 0.5028000000000000246913601 0.5028000000000000246913601 0.3664000000000000034638958 0.9901746724890829742804499 0 0.3664000000000000034638958 29.50173099655757269488277 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.678431372549019640061374 -1 -0.9153578651248877040558227 -0.9215686274509804487564679 -1 -0.8509803921568627194105261" Chromosome2="1 0.3960784313725489447222117 0.8352941176470587425484382 1 -0.8361730110969347595784029 -0.521568627450980315529705 -0.4338121457797360913666296 -0.7019607843137254388210522" Performance="28.65249978466628633100299 0.3691999999999999726441047 0.5028000000000000246913601 0.5028000000000000246913601 0.3691999999999999726441047 0.9826652221018418176257114 0 0.3691999999999999726441047 29.15794630787980423747285 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9897535731169310180277421 0.3176470588235293934786796 0.6811806380713649744507165 -0.772549019607843168166994 -1 -1 -1 -0.8509803921568627194105261" Chromosome2="1 0.3960784313725489447222117 0.7717499339532344349024129 -0.5607843137254902021737735 1 1 1 -0.7411764705882353254651207" Performance="28.04173066940608904928922 0.3791999999999999815258889 0.5028000000000000246913601 0.5028000000000000246913601 0.3791999999999999815258889 0.9715189873417721111437118 0 0.3791999999999999815258889 28.86380094961669229292056 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 1 0.8352941176470587425484382 -0.5607843137254902021737735 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="26.61207071862396489336788 0.3300000000000000155431223 0.5028000000000000246913601 0.5028000000000000246913601 0.3300000000000000155431223 0.9769696969696969324203906 0 0.3300000000000000155431223 27.2394024105021976822627 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -0.8104054634298878401210686 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 1 0.8352941176470587425484382 -0.5607843137254902021737735 -0.7568627450980391913049061 -0.3355107155558066378553406 -0.866666666666666696272614 1" Performance="26.61207071862396489336788 0.3300000000000000155431223 0.5028000000000000246913601 0.5028000000000000246913601 0.3300000000000000155431223 0.9769696969696969324203906 0 0.3300000000000000155431223 27.2394024105021976822627 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 -1 -0.9606589467200797871626605 -0.9089502486104721334925216 -0.9034541650803065149233362 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 0.9077484895475208537263256 0.976025583346684766361534 -0.3693331239188053505273501 -0.7476732849240322886785748 -0.3064224631543837062963576 -0.866666666666666696272614 1" Performance="25.49165538135101627403856 0.3871999999999999886313162 0.5028000000000000246913601 0.5028000000000000246913601 0.3871999999999999886313162 0.9390495867768594573377072 0 0.3871999999999999886313162 27.14622927298986354571753 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 -1 -0.9606589467200797871626605 -0.9137254901960784048142727 -0.9034541650803065149233362 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 1 1 -0.3693331239188053505273501 -0.7568627450980391913049061 -0.3064224631543837062963576 -0.866666666666666696272614 1" Performance="25.42190007590637179646365 0.3876000000000000000888178 0.5028000000000000246913601 0.5028000000000000246913601 0.3876000000000000000888178 0.93808049535603710289422 0 0.3876000000000000000888178 27.09991328223682671705319 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="7.199999999999999289457264">
<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="91" 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="-0.3183762284150624677359076 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9414514229865744709968567 -1 -1 -1" Chromosome2="0.01652496495319425579006989 0.893556114162007975032509 0.8352941176470587425484382 -0.5607843137254902021737735 0.9106148988939821720123291 0.9919483222636498176427722 1 1" Performance="31.37513822535861862661477 0.4647999999999999909405801 0.491599999999999981437071 0.491599999999999981437071 0.4647999999999999909405801 0.9672977624784854233652709 0 0.4647999999999999909405801 32.43586353902732355436456 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3075492271451454318054175 -1 0.678431372549019640061374 -0.772549019607843168166994 -1 -0.7713683011839680414567511 -1 -1" Chromosome2="0.01335970977309092200258078 1 0.8352941176470587425484382 -0.5607843137254902021737735 1 -0.6208800004224115376416648 1 1" Performance="32.07227723807252317556049 0.4096000000000000196287431 0.491599999999999981437071 0.491599999999999981437071 0.4096000000000000196287431 0.9951171875 0 0.4096000000000000196287431 32.2296485689757261638988 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.4449741571666856465583351 -1 -0.7647058823529411242247988 -0.9137254901960784048142727 -0.7882352941176470340067794 -0.9529411764705881804360388 -0.8980392156862745389744873" Chromosome2="0.9615133040185486201778531 0.586889990908550318593484 1 -0.7176470588235294156831401 -0.7568627450980391913049061 -0.3411764705882353032606602 -0.90588235294117647189438 -0.7019607843137254388210522" Performance="27.18447501775954222580367 0.3244000000000000216715534 0.491599999999999981437071 0.491599999999999981437071 0.3244000000000000216715534 0.9790382244143033263483744 0 0.3244000000000000216715534 27.76651037708185043584308 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.87909758850358998838459 0.6615050764653290782391082 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -0.9529411764705881804360388 -0.8980392156862745389744873" Chromosome2="1 1 0.8239376934672894003952592 -0.5607843137254902021737735 -0.7568627450980391913049061 1 -0.866666666666666696272614 -0.7019607843137254388210522" Performance="26.10070340272101674372607 0.3824000000000000176747506 0.491599999999999981437071 0.491599999999999981437071 0.3824000000000000176747506 0.9403765690376568731068119 0 0.3824000000000000176747506 27.7555867107912028757255 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.3019607843137255276388942 -1 -0.772549019607843168166994 -1 -0.8205176401439326916431583 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 0.4039215686274508776421044 1 -0.5607843137254902021737735 1 -0.3208222900404834598830917 -0.866666666666666696272614 1" Performance="27.20220443658183029356223 0.3204000000000000181188398 0.491599999999999981437071 0.491599999999999981437071 0.3204000000000000181188398 0.9812734082397003287923098 0 0.3204000000000000181188398 27.72133047544789619109906 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.308804104795825595797254 -1 -0.772549019607843168166994 -0.9137254901960784048142727 -0.7882352941176470340067794 -0.9529411764705881804360388 -1" Chromosome2="0.003921568627450966459946358 0.4203293704747348979999799 1 -0.5607843137254902021737735 -0.7568627450980391913049061 -0.3411764705882353032606602 -0.866666666666666696272614 1" Performance="26.85714729634158004500932 0.330400000000000027000624 0.491599999999999981437071 0.491599999999999981437071 0.330400000000000027000624 0.9721549636803874516743917 0 0.330400000000000027000624 27.62640556261288082851024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2887586344523924708482809 0.3019607843137255276388942 -1 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -0.9529411764705881804360388 -1" Chromosome2="0.04997948506007005714524283 0.4039215686274508776421044 1 -0.5607843137254902021737735 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="27.03270732813670917948912 0.3211999999999999855226918 0.491599999999999981437071 0.491599999999999981437071 0.3211999999999999855226918 0.9788293897882939242904854 0 0.3211999999999999855226918 27.61738420419055728416424 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.3019607843137255276388942 -1 -0.772549019607843168166994 -1 -1 -0.9438139446627566986336433 -1" Chromosome2="0.003921568627450966459946358 0.4039215686274508776421044 1 -0.5607843137254902021737735 1 1 -0.8431926131321518802508308 1" Performance="26.94838558422447860607463 0.3215999999999999969801934 0.491599999999999981437071 0.491599999999999981437071 0.3215999999999999969801934 0.9776119402985075090839473 0 0.3215999999999999969801934 27.56552418538992199614768 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.3019607843137255276388942 -1 -0.772549019607843168166994 -1 -1 -0.9529411764705881804360388 -0.9829186434530979843415821" Chromosome2="0.003921568627450966459946358 0.4039215686274508776421044 1 -0.5607843137254902021737735 1 1 -0.866666666666666696272614 1" Performance="26.94838558422447860607463 0.3215999999999999969801934 0.491599999999999981437071 0.491599999999999981437071 0.3215999999999999969801934 0.9776119402985075090839473 0 0.3215999999999999969801934 27.56552418538992199614768 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="7.570000000000000284217094">
<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="-0.3885410999221836636507987 0.2667055694361958884108788 0.6835828278281373959757161 -0.772549019607843168166994 -0.9857447810399516674451093 -1 -0.9558833315514011497171509 -1" Chromosome2="0.02089314884597470722837897 0.4581781596119722799187457 0.8271616081277701759688625 -0.5607843137254902021737735 0.9825358594337729734036202 0.9968797111418098433333057 -0.8457511256966325774442339 1" Performance="32.20867747340545150791513 0.4680000000000000270894418 0.5051999999999999824140673 0.5051999999999999824140673 0.4680000000000000270894418 0.9837606837606837073550992 0 0.4680000000000000270894418 32.7403585090220516917725 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3885410999221836636507987 0.2667055694361958884108788 0.673596161575622742745395 -0.772549019607843168166994 -1 -1 -0.9558833315514011497171509 -0.9969389450150666354133477" Chromosome2="0.02089314884597470722837897 0.4581781596119722799187457 0.8241783926112795644058906 -0.5607843137254902021737735 1 0.9968797111418098433333057 -0.8457511256966325774442339 0.9855839010788914889005241" Performance="31.99834449744969333551126 0.4692000000000000059507954 0.5051999999999999824140673 0.5051999999999999824140673 0.4692000000000000059507954 0.9812446717817562280572474 0 0.4692000000000000059507954 32.6099549048727084255006 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3162269496938656665463441 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9713769758367043483104908 -0.9847954085595170825584432 -0.9856310182809829845140825 -0.8980392156862745389744873" Chromosome2="0.02147451611396544376986206 1 0.8352941176470587425484382 -0.5607843137254902021737735 0.989222992702207148951743 0.9951784590547773090563055 0.9911208010464906958958409 -0.7098039215686273717409449" Performance="31.37599992784487668018301 0.4727999999999999980460075 0.5051999999999999824140673 0.5051999999999999824140673 0.4727999999999999980460075 0.9737732656514382911794314 0 0.4727999999999999980460075 32.22105292329508330340104 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2975714392650807282869607 -1 0.678431372549019640061374 -0.760095207606613421091879 -1 -0.9847954085595170825584432 -1 -0.8980392156862745389744873" Chromosome2="0.01143659622653921820178979 1 0.8352941176470587425484382 -0.5508543836922846770320916 1 0.9951784590547773090563055 1 -0.7098039215686273717409449" Performance="30.69939331366646939613929 0.4768000000000000015987212 0.5051999999999999824140673 0.5051999999999999824140673 0.4768000000000000015987212 0.9656040268456376196581914 0 0.4768000000000000015987212 31.79294251076492727747791 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3885410999221836636507987 0.2667055694361958884108788 0.673596161575622742745395 -0.772549019607843168166994 -1 -1 -1 -0.9860624680223086802044463" Chromosome2="0.02089314884597470722837897 0.4581781596119722799187457 0.8241783926112795644058906 -0.5607843137254902021737735 1 0.9968797111418098433333057 1 0.9891645585780686200649825" Performance="30.69939331366646939613929 0.4768000000000000015987212 0.5051999999999999824140673 0.5051999999999999824140673 0.4768000000000000015987212 0.9656040268456376196581914 0 0.4768000000000000015987212 31.79294251076492727747791 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3162269496938656665463441 -1 0.678431372549019640061374 -0.7591600749497781075447733 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.02147451611396544376986206 1 0.8352941176470587425484382 -0.5551401606744871264353947 1 1 1 -0.7098039215686273717409449" Performance="30.43303698575972759954311 0.4783999999999999919175764 0.5051999999999999824140673 0.5051999999999999824140673 0.4783999999999999919175764 0.962374581939799300656091 0 0.4783999999999999919175764 31.62286032577640071394853 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3162269496938656665463441 -1 0.678431372549019640061374 -0.772549019607843168166994 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.02147451611396544376986206 1 0.8352941176470587425484382 -0.5607843137254902021737735 0.9774029266995352127622709 1 1 -0.7098039215686273717409449" Performance="30.10347033524629267731143 0.4803999999999999936939332 0.5051999999999999824140673 0.5051999999999999824140673 0.4803999999999999936939332 0.9583680266444629669564392 0 0.4803999999999999936939332 31.41117973295464693705981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3162269496938656665463441 -1 0.678431372549019640061374 -0.772549019607843168166994 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.02147451611396544376986206 0.9853652824177262514737663 0.8352941176470587425484382 -0.5607843137254902021737735 0.9774029266995352127622709 1 1 -0.7098039215686273717409449" Performance="30.10347033524629267731143 0.4803999999999999936939332 0.5051999999999999824140673 0.5051999999999999824140673 0.4803999999999999936939332 0.9583680266444629669564392 0 0.4803999999999999936939332 31.41117973295464693705981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3885410999221836636507987 0.2447359659414248267417236 0.6548943076164925880533474 -1 -0.9137254901960784048142727 -1 -0.9529411764705881804360388 -0.8980392156862745389744873" Chromosome2="0.02089314884597470722837897 0.4824396919933895411247704 0.8482353090706229448159092 1 -0.7568627450980391913049061 0.9871904627355032602054052 -0.866666666666666696272614 -0.7098039215686273717409449" Performance="29.06100006422719062015858 0.4319999999999999951150187 0.5051999999999999824140673 0.5051999999999999824140673 0.4319999999999999951150187 0.9638888888888889061590248 0 0.4319999999999999951150187 30.14974070063916045114638 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-1 -1 0.6565395928660084923222939 -0.8576577053287950391791128 -0.9197484287038603101294143 -0.9215686274509804487564679 -1 -0.9836265554185956716537476" Chromosome2="1 1 0.8660953864760504439246347 -0.7158224588046135927754676 -0.5537098795282309193765968 -0.4901960784313725838501341 0.8942634705454111099243164 0.9437184473499655723571777" Performance="26.89802250996442722907886 0.5203999999999999737099188 0.4948000000000000175859327 0.5051999999999999824140673 0.5203999999999999737099188 0.906225980015372800657758 0 0.5203999999999999737099188 29.68136326163165250591192 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.8294895466417073759402001 0.5843137254901960009334516 -0.837833341284547228333679 -0.9339299177101656468380497 -1 -1 -0.8992941418020204968897247" Chromosome2="1 0.8725307039916515572386402 0.9137254901960785158365752 -0.7179257046217384363728797 -0.7264323582203169316073854 1 1 1" Performance="26.74297508437000558956242 0.5168000000000000371258579 0.4948000000000000175859327 0.5051999999999999824140673 0.5168000000000000371258579 0.9055727554179566762826425 0 0.5168000000000000371258579 29.53155881111628033863781 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3885410999221836636507987 0.2447359659414248267417236 0.678431372549019640061374 -0.772549019607843168166994 -0.9696925035791426061848597 -1 -0.9529411764705881804360388 -0.9824506870160499838462442" Chromosome2="0.02089314884597470722837897 0.4824396919933895411247704 0.8352941176470587425484382 -0.5607843137254902021737735 0.9863602046559496461242134 0.9968797111418098433333057 -0.866666666666666696272614 1" Performance="29.04107936473355522366546 0.377199999999999979749532 0.5051999999999999824140673 0.5051999999999999824140673 0.377199999999999979749532 0.985153764581124025134784 0 0.377199999999999979749532 29.47872749294267435971051 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3885410999221836636507987 0.2447359659414248267417236 0.678431372549019640061374 -0.772549019607843168166994 -0.9696925035791426061848597 -1 -0.9529411764705881804360388 -0.9824506870160499838462442" Chromosome2="0.02089314884597470722837897 0.4824396919933895411247704 0.8352941176470587425484382 -0.5607843137254902021737735 0.9863602046559496461242134 1 -0.866666666666666696272614 1" Performance="29.04107936473355522366546 0.377199999999999979749532 0.5051999999999999824140673 0.5051999999999999824140673 0.377199999999999979749532 0.985153764581124025134784 0 0.377199999999999979749532 29.47872749294267435971051 0"/>
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<Run Id="4" 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="106" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
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<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 -1 -1 -0.90588235294117647189438 -0.8653735729555289690750897 -0.9450980392156862475161461 -1" Chromosome2="0.003921568627450966459946358 1 1 1 -0.8274509803921568096285455 0.9189807216947277757057577 -0.90588235294117647189438 0.9589026833418756723403931" Performance="29.95735095522217505958906 0.4292000000000000259348099 0.5043999999999999594990641 0.5043999999999999594990641 0.4292000000000000259348099 0.9739049394221808153560005 0 0.4292000000000000259348099 30.7600359568931978060391 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 -1 -0.866666666666666696272614 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="0.003921568627450966459946358 1 1 -0.3960784313725490557445141 -0.8274509803921568096285455 1 -0.90588235294117647189438 1" Performance="29.95735095522217505958906 0.4292000000000000259348099 0.5043999999999999594990641 0.5043999999999999594990641 0.4292000000000000259348099 0.9739049394221808153560005 0 0.4292000000000000259348099 30.7600359568931978060391 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="8.640000000000000568434189">
<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="104" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6329684221888800532695996 -0.7799510610381178432604088 -0.9397143000935097578718569 -0.8319344972759777911974766 -1 -1" Chromosome2="0.9743618154898285865783691 1 0.9321129088837871723427497 -0.6994240020799870061196657 -0.8186275364340644955518655 -0.6840008846917642326701525 1 1" Performance="34.65274354461793393511471 0.4991999999999999770849968 0.4939999999999999946709295 0.4939999999999999946709295 0.4991999999999999770849968 0.9895833333333333703407675 0 0.4991999999999999770849968 35.01750926614022318972275 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6329684221888800532695996 -0.772549019607843168166994 -1 -0.7882352941176470340067794 -1 -1" Chromosome2="1 1 0.9321129088837871723427497 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 1" Performance="31.00058887120953343696783 0.418800000000000005595524 0.4939999999999999946709295 0.4939999999999999946709295 0.418800000000000005595524 0.9818529130850047748069187 0 0.418800000000000005595524 31.57355695345951573926868 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9879876135350906807275351 -1 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -0.9789075236037080296469526 -0.9073509811186323270604248" Chromosome2="0.9790414118348327310314971 1 0.8352941176470587425484382 -0.7176470588235294156831401 1 1 -0.9252373354600779142842271 -0.643845160810422867392333" Performance="30.98091663707024423501935 0.4003999999999999781508109 0.4939999999999999946709295 0.4939999999999999946709295 0.4003999999999999781508109 0.9890109890109890500298206 0 0.4003999999999999781508109 31.32514904414880163585622 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.9137254901960784048142727 -0.7882352941176470340067794 -1 -0.8980392156862745389744873" Chromosome2="1 0.9787319837274347511524297 1 -0.7176470588235294156831401 -0.8274509803921568096285455 -0.6941176470588235059011595 1 -0.7019607843137254388210522" Performance="30.65010371313946535565265 0.3715999999999999858779631 0.4939999999999999946709295 0.4939999999999999946709295 0.3715999999999999858779631 0.9978471474703982657672441 0 0.3715999999999999858779631 30.71623122924117055276838 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9933762120675634355038142 -0.9856216670324404738323665 -1 -0.772549019607843168166994 -1 -0.7882352941176470340067794 -0.9529411764705881804360388 -0.8980392156862745389744873" Chromosome2="1 1 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 -0.90588235294117647189438 -0.7019607843137254388210522" Performance="30.65010371313946535565265 0.3715999999999999858779631 0.4939999999999999946709295 0.4939999999999999946709295 0.3715999999999999858779631 0.9978471474703982657672441 0 0.3715999999999999858779631 30.71623122924117055276838 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="8.740000000000000213162821">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.3284149875140459085010036 0.2952949366075734438652489 0.678431372549019640061374 -0.772549019607843168166994 -1 -0.9725087769047329189220363 -0.9791454735254361274598978 -0.9182590909607257767532928" Chromosome2="0.03883520982851708380767519 1 0.8352941176470587425484382 -0.5607843137254902021737735 1 1 1 -0.6827709620001757295781886" Performance="28.85509759907839821835296 0.478800000000000003375078 0.5060000000000000053290705 0.5060000000000000053290705 0.478800000000000003375078 0.9465329991645781149145478 0 0.478800000000000003375078 30.4850413292999498082736 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.287579049973511191584663 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9187918361057253457957472 -1 -0.9867372239994651739181108 -0.8980392156862745389744873" Chromosome2="0.02885395583069052388713871 1 0.8352941176470587425484382 -0.5607843137254902021737735 -0.7437867488374412250351497 1 1 -0.7019607843137254388210522" Performance="29.6611170688837546549621 0.4243999999999999994670929 0.5060000000000000053290705 0.5060000000000000053290705 0.4243999999999999994670929 0.9736098020735155511573566 0 0.4243999999999999994670929 30.46509700879541426843389 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3300933298251447212123821 -1 0.6366657441664560490579561 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -0.8980392156862745389744873" Chromosome2="-0.06841036620119890498958881 1 0.9756291668168177722009204 1 -0.8274509803921568096285455 1 -0.90588235294117647189438 -0.7019607843137254388210522" Performance="24.8021298948585453558735 0.2800000000000000266453526 0.5060000000000000053290705 0.5060000000000000053290705 0.2800000000000000266453526 0.9828571428571428736375992 0 0.2800000000000000266453526 25.23472518372235740002907 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -0.9585739414139491376687374 -1 -0.772549019607843168166994 -1 -0.7882352941176470340067794 -1 -0.8980392156862745389744873" Chromosome2="0.003921568627450966459946358 1 1 -0.7176470588235294156831401 1 -0.3411764705882353032606602 1 -0.7019607843137254388210522" Performance="24.65924782918051505475887 0.2859999999999999764632719 0.5060000000000000053290705 0.5060000000000000053290705 0.2859999999999999764632719 0.9776223776223775807636684 0 0.2859999999999999764632719 25.22369413142213190326402 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 0.7019607843137254388210522 -1 -1 -0.7882352941176470340067794 -0.9921464984724809310634441 -0.8980392156862745389744873" Chromosome2="0.003921568627450966459946358 1 0.8352941176470587425484382 1 1 -0.6941176470588235059011595 0.994744296298249786048018 -0.7019607843137254388210522" Performance="24.65924782918051505475887 0.2859999999999999764632719 0.5060000000000000053290705 0.5060000000000000053290705 0.2859999999999999764632719 0.9776223776223775807636684 0 0.2859999999999999764632719 25.22369413142213190326402 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="8.759999999999999786837179">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -0.7880347430176448675354095 -0.9696807628339629836489166 -1 -0.9450980392156862475161461 -0.91992028467798825364099" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 -0.5209473140446432282146816 1 1 -0.866666666666666696272614 -0.6700177985784115941569894" Performance="33.18837461306746661193756 0.4527999999999999802824391 0.4935999999999999832134279 0.4935999999999999832134279 0.4527999999999999802824391 0.9911660777385159493135802 0 0.4527999999999999802824391 33.48417117824632072142776 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -0.9909219917711578062835542 -0.7880347430176448675354095 -0.9696807628339629836489166 -1 -0.9450980392156862475161461 -0.91992028467798825364099" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 -0.5209473140446432282146816 1 1 -0.866666666666666696272614 -0.6700177985784115941569894" Performance="33.18837461306746661193756 0.4527999999999999802824391 0.4935999999999999832134279 0.4935999999999999832134279 0.4527999999999999802824391 0.9911660777385159493135802 0 0.4527999999999999802824391 33.48417117824632072142776 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -0.7880347430176448675354095 -0.9696807628339629836489166 -0.987954937555688528227904 -0.9450980392156862475161461 -0.91992028467798825364099" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 -0.5209473140446432282146816 1 1 -0.866666666666666696272614 -0.6700177985784115941569894" Performance="33.18837461306746661193756 0.4527999999999999802824391 0.4935999999999999832134279 0.4935999999999999832134279 0.4527999999999999802824391 0.9911660777385159493135802 0 0.4527999999999999802824391 33.48417117824632072142776 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.2996975463254153426717608 -1 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3787192422155739035538602 0.9091127522289752516115868 1 -0.7568627450980391913049061 1 -0.866666666666666696272614 0.36668954292933153560341" Performance="33.11539943704338639918205 0.4531999999999999917399407 0.4935999999999999832134279 0.4935999999999999832134279 0.4531999999999999917399407 0.9902912621359223344086331 0 0.4531999999999999917399407 33.44006021583793142326613 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.2996975463254153426717608 -1 -1 -0.90588235294117647189438 -0.9840724869223123061345859 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3787192422155739035538602 0.9091127522289752516115868 1 -0.7568627450980391913049061 1 -0.866666666666666696272614 0.36668954292933153560341" Performance="33.11539943704338639918205 0.4531999999999999917399407 0.4935999999999999832134279 0.4935999999999999832134279 0.4531999999999999917399407 0.9902912621359223344086331 0 0.4531999999999999917399407 33.44006021583793142326613 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 1 -0.7568627450980391913049061 1 -0.866666666666666696272614 0.36668954292933153560341" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 1 -0.7568627450980391913049061 0.9824215252883732318878174 -0.866666666666666696272614 0.36668954292933153560341" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -0.97015480297031231327054 -1 -0.90588235294117647189438 -0.9412178025813773274421692 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 0.9235762209680519196908222 -0.7568627450980391913049061 0.964123403420671820640564 -0.866666666666666696272614 0.36668954292933153560341" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 1 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 0.9838181814322104479231257 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -1 -1 -0.90588235294117647189438 -0.9848431109677295847149026 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 1 -0.7568627450980391913049061 0.9945125786235203824148243 -0.866666666666666696272614 1" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 -0.9883625561562485728472893 -1 -0.90588235294117647189438 -1 -0.9450980392156862475161461 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 1 1 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="32.96996947871515004635512 0.4540000000000000146549439 0.4935999999999999832134279 0.4935999999999999832134279 0.4540000000000000146549439 0.988546255506607907115324 0 0.4540000000000000146549439 33.35197447267530890258058 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.3019607843137255276388942 0.667751436163306122395511 -0.7964989096061939610748937 -1 -1 -1 -1" Chromosome2="-0.01176470588235289937983907 0.3960784313725489447222117 0.805587823100515798557808 -0.5598761677783744561409662 1 1 1 1" Performance="31.83101352813381268447301 0.4603999999999999759303648 0.4935999999999999832134279 0.4935999999999999832134279 0.4603999999999999759303648 0.974804517810599513438774 0 0.4603999999999999759303648 32.65374025925313361540248 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2951216944539709063910493 -1 -1 -1 -0.8361486642306450445261135 -0.9450980392156862475161461 -1" Chromosome2="0.9838397613147625841989452 0.3767523092292192066210532 0.9974094178301818880427732 1 1 -0.319289655643789249683806 -0.866666666666666696272614 1" Performance="31.69164069909277969827599 0.4611999999999999988453681 0.4935999999999999832134279 0.4935999999999999832134279 0.4611999999999999988453681 0.9731136166522116326405012 0 0.4611999999999999988453681 32.56725644033330979709717 0"/>
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<Run Id="8" OmissionError="0" CommissionError="9.259999999999999786837179">
<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="91" 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 0.2886833142242667959997959 0.6398959353438341546294055 -0.7960784313725490779489746 -0.9843137254901961341602146 -0.9607915403903461992740631 -1 -1" Chromosome2="1 0.4318623539320577409128532 0.8812798295644860280262378 -0.4745098039215686069880462 -0.6078431372549020217377347 0.9666926674544811248779297 1 1" Performance="30.79091951982665165132858 0.3579999999999999849009669 0.4855999999999999761080005 0.5143999999999999683808483 0.3579999999999999849009669 1 0 0.3579999999999999849009669 30.79091951982665165132858 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6957508280257634902810082 -0.9780742876959600540232032 -0.9137254901960784048142727 -0.7647058823529411242247988 -0.9666644381540689945353506 -1" Chromosome2="1 1 0.784363545965747643862187 1 -0.7568627450980391913049061 -0.3411764705882353032606602 -0.8878152873347668894155049 1" Performance="27.35999204407054108401098 0.3963999999999999745980972 0.5143999999999999683808483 0.5143999999999999683808483 0.3963999999999999745980972 0.9646821392532795025331893 0 0.3963999999999999745980972 28.36166539296433697359134 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6957508280257634902810082 -1 -0.9137254901960784048142727 -0.7647058823529411242247988 -0.9529411764705881804360388 -0.9931893575999696244238635" Chromosome2="1 1 0.784363545965747643862187 1 -0.7568627450980391913049061 -0.3411764705882353032606602 -0.866666666666666696272614 0.9862188127649537117136447" Performance="27.06977399729189315280564 0.3980000000000000204281037 0.5143999999999999683808483 0.5143999999999999683808483 0.3980000000000000204281037 0.9608040201005024760760875 0 0.3980000000000000204281037 28.17408486119815336223837 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3016149388865642655410682 -1 -1 -0.9137254901960784048142727 -0.7647058823529411242247988 -0.9529411764705881804360388 -1" Chromosome2="1 0.4256728657478696664639983 1 1 -0.7568627450980391913049061 -0.3411764705882353032606602 -0.866666666666666696272614 1" Performance="26.29133791405327613688314 0.4511999999999999899635839 0.5143999999999999683808483 0.5143999999999999683808483 0.4511999999999999899635839 0.933510638297872286095469 0 0.4511999999999999899635839 28.16394032958413973233291 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -0.8387278626040420848042345 -0.9529411764705881804360388 -0.8901960784313724950322921" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 -0.3031113788814229215162754 -0.866666666666666696272614 -0.7019607843137254388210522" Performance="27.09494697143452768273164 0.3943999999999999728217404 0.5143999999999999683808483 0.5143999999999999683808483 0.3943999999999999728217404 0.9624746450304260125818701 0 0.3943999999999999728217404 28.15133584176442838042931 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9646082056313752817189311 -0.9977774095998422909659098 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -0.8387278626040420848042345 -0.9529411764705881804360388 -0.8901960784313724950322921" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 -0.3031113788814229215162754 -0.866666666666666696272614 -0.7019607843137254388210522" Performance="27.09494697143452768273164 0.3943999999999999728217404 0.5143999999999999683808483 0.5143999999999999683808483 0.3943999999999999728217404 0.9624746450304260125818701 0 0.3943999999999999728217404 28.15133584176442838042931 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -0.9879611466983051482060318 -0.8901960784313724950322921" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 1 1 -0.7019607843137254388210522" Performance="27.02228031991840495606993 0.394799999999999984279242 0.5143999999999999683808483 0.5143999999999999683808483 0.394799999999999984279242 0.9614994934143870075615723 0 0.394799999999999984279242 28.10431051186455775336981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -0.7518060015539776985704634 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 -0.3231524353363687263041015 1 -0.7019607843137254388210522" Performance="27.02228031991840495606993 0.394799999999999984279242 0.5143999999999999683808483 0.5143999999999999683808483 0.394799999999999984279242 0.9614994934143870075615723 0 0.394799999999999984279242 28.10431051186455775336981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -0.9529411764705881804360388 -1" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 1 -0.866666666666666696272614 1" Performance="26.87754557645293829182265 0.3956000000000000071942452 0.5143999999999999683808483 0.5143999999999999683808483 0.3956000000000000071942452 0.9595551061678463389270632 0 0.3956000000000000071942452 28.0104242098123883408789 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.9137254901960784048142727 -0.9628580142008631437278154 -0.9529411764705881804360388 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.7568627450980391913049061 0.9339400915134894454183723 -0.866666666666666696272614 -0.7019607843137254388210522" Performance="27.00614599545509264544307 0.3860000000000000097699626 0.5143999999999999683808483 0.5143999999999999683808483 0.3860000000000000097699626 0.9647668393782383722268037 0 0.3860000000000000097699626 27.99240696628803704015809 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8337387638166546821594238 0.678431372549019640061374 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -1 -1" Chromosome2="1 1 0.8117647058823529437887601 -0.5607843137254902021737735 -0.7568627450980391913049061 1 1 1" Performance="26.80547602601603074390368 0.3960000000000000186517468 0.5143999999999999683808483 0.5143999999999999683808483 0.3960000000000000186517468 0.9585858585858585412253774 0 0.3960000000000000186517468 27.96356297761419540393035 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2313725490196077982929523 0.2972714688503692026522174 -1 -0.772549019607843168166994 -0.9137254901960784048142727 -1 -1 -1" Chromosome2="0.003921568627450966459946358 0.4162391547854539797235418 1 -0.5607843137254902021737735 -0.7568627450980391913049061 1 1 1" Performance="27.04011740704977029281508 0.3804000000000000158983937 0.5143999999999999683808483 0.5143999999999999683808483 0.3804000000000000158983937 0.9674027339642481404524688 0 0.3804000000000000158983937 27.95125179793949143913778 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="9.520000000000001350031198">
<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="-0.2612811739058674698199525 0.2986745883000970769316496 0.7019607843137254388210522 -1 -0.9230973589910979049122375 -1 -1 -0.993081891072951972176952" Chromosome2="0.01601395775331381637895944 0.3917156098822137666459753 0.8117647058823529437887601 1 -0.8391752094985002186078304 0.9763656931116859727382007 0.9932768687386722694654395 0.9641276235331077693047064" Performance="33.0218301650961763016312 0.457600000000000006750156 0.4988000000000000211386464 0.4988000000000000211386464 0.457600000000000006750156 0.9912587412587412494247019 0 0.457600000000000006750156 33.31302796196651172522252 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.2986745883000970769316496 0.7019607843137254388210522 -0.987936112865969384699838 -0.9230973589910979049122375 -1 -1 -0.993081891072951972176952" Chromosome2="0.01601395775331381637895944 0.3917156098822137666459753 0.8117647058823529437887601 0.9908903673864327688036724 -0.8391752094985002186078304 0.9763656931116859727382007 0.9932768687386722694654395 0.9641276235331077693047064" Performance="33.0218301650961763016312 0.457600000000000006750156 0.4988000000000000211386464 0.4988000000000000211386464 0.457600000000000006750156 0.9912587412587412494247019 0 0.457600000000000006750156 33.31302796196651172522252 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.553917541422627168756776 0.2688067485138428969193569 -0.9723447279609513937970178 -0.772549019607843168166994 -0.9821806045151070252430259 -0.8126994828115913227506439 -1 -0.8901110667479680271796383" Chromosome2="0.9842434044024257477900619 0.4104282981598227353359221 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.68278194923341251065807 1 -0.7018016699938942615233373" Performance="32.92717080490100300949052 0.4527999999999999802824391 0.4988000000000000211386464 0.4988000000000000211386464 0.4527999999999999802824391 0.9920494699646643654844524 0 0.4527999999999999802824391 33.19105730289219025053171 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5810617990791797637939453 -1 -1 -0.772549019607843168166994 -0.9821806045151070252430259 -0.82534611225128173828125 -0.9626832533856186646659125 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.670147158789868413464319 0.9758209386172721488961201 -0.7019607843137254388210522" Performance="32.63637405027312610172885 0.4544000000000000261124455 0.4988000000000000211386464 0.4988000000000000211386464 0.4544000000000000261124455 0.9885563380281690015749518 0 0.4544000000000000261124455 33.01417713366898709637098 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5810617990791797637939453 -0.9878904589869338392915665 -1 -0.772549019607843168166994 -0.9821806045151070252430259 -0.82534611225128173828125 -0.9626832533856186646659125 -0.8901960784313724950322921" Chromosome2="1 0.9904831425318944004843047 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.670147158789868413464319 0.9758209386172721488961201 -0.7019607843137254388210522" Performance="32.63637405027312610172885 0.4544000000000000261124455 0.4988000000000000211386464 0.4988000000000000211386464 0.4544000000000000261124455 0.9885563380281690015749518 0 0.4544000000000000261124455 33.01417713366898709637098 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5810617990791797637939453 -1 -0.9508656468242406845092773 -0.772549019607843168166994 -0.9821806045151070252430259 -0.8111081297799784817215141 -0.975801722675159188824523 -0.8901110667479680271796383" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.6846647491533683904663121 1 -0.7018016699938942615233373" Performance="32.63637405027312610172885 0.4544000000000000261124455 0.4988000000000000211386464 0.4988000000000000211386464 0.4544000000000000261124455 0.9885563380281690015749518 0 0.4544000000000000261124455 33.01417713366898709637098 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5810617990791797637939453 -1 -1 -0.772549019607843168166994 -0.9821806045151070252430259 -0.82534611225128173828125 -1 -0.8901110667479680271796383" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.670147158789868413464319 1 -0.7018016699938942615233373" Performance="32.34833105573245859432063 0.4560000000000000164313008 0.4988000000000000211386464 0.4988000000000000211386464 0.4560000000000000164313008 0.985087719298245567678407 0 0.4560000000000000164313008 32.8380208401914543969724 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5810617990791797637939453 -1 -0.9508656468242406845092773 -0.772549019607843168166994 -0.9821806045151070252430259 -0.82534611225128173828125 -1 -0.8901110667479680271796383" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.832799214985560976032275 -0.670147158789868413464319 1 -0.7018016699938942615233373" Performance="32.34833105573245859432063 0.4560000000000000164313008 0.4988000000000000211386464 0.4988000000000000211386464 0.4560000000000000164313008 0.985087719298245567678407 0 0.4560000000000000164313008 32.8380208401914543969724 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3834962411880288857268795 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9365673587615160888830701 -1 -0.998591168017850971949656 -1" Chromosome2="0.03131750510745311133486979 0.4039215686274508776421044 0.8117647058823529437887601 0.9980276980786584317684174 -0.8372549113156612099473364 1 0.9688587819950448265515774 1" Performance="32.09315651896886834038014 0.4627999999999999891642233 0.4988000000000000211386464 0.4988000000000000211386464 0.4627999999999999891642233 0.9801210025929126823385218 0 0.4627999999999999891642233 32.74407591926541272187023 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.6963708836887654296532446 -1 -0.9365673587615160888830701 -1 -0.998591168017850971949656 -1" Chromosome2="1 0.4039215686274508776421044 0.8093955943918953455096243 0.9980276980786584317684174 -0.8372549113156612099473364 1 0.9688587819950448265515774 1" Performance="30.78555569151193793686616 0.470399999999999984812149 0.4988000000000000211386464 0.4988000000000000211386464 0.470399999999999984812149 0.9642857142857143015746146 0 0.470399999999999984812149 31.92576145786423325034775 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -0.9842587361406338608560418 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.7176470588235294156831401 0.9879127791102387812216534 1 -0.9040501976943525752616893 -0.7019607843137254388210522" Performance="30.47347780856264165549874 0.466799999999999992716937 0.4988000000000000211386464 0.4988000000000000211386464 0.466799999999999992716937 0.962296486718080545941234 0 0.466799999999999992716937 31.6674520058705262215426 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -0.9154146999106103077537 -0.9740954894306403932802141 -1 -0.8901960784313724950322921" Chromosome2="1 0.4039215686274508776421044 0.8117647058823529437887601 -0.7176470588235294156831401 -0.7573801748629879204699478 0.9478829539647060098417342 1 -0.7019607843137254388210522" Performance="31.38840598731716013958248 0.4063999999999999834798814 0.4988000000000000211386464 0.4988000000000000211386464 0.4063999999999999834798814 0.9940944881889763884430522 0 0.4063999999999999834798814 31.57487176545963691864927 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3019607843137255276388942 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -0.9773160399869084136170727 -0.8901960784313724950322921" Chromosome2="0.9838427725647177490841955 0.4039215686274508776421044 0.8117647058823529437887601 -0.7176470588235294156831401 1 0.9763656931116859727382007 -0.898711141480096342704087 -0.7019607843137254388210522" Performance="31.0036949948551203704028 0.4083999999999999852562382 0.4988000000000000211386464 0.4988000000000000211386464 0.4083999999999999852562382 0.9892262487757100819507627 0 0.4083999999999999852562382 31.34135899974958405778125 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -1 -1" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 1 1 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -1 -1" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 0.9763656931116859727382007 1 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -0.9666525319072545308074496 -1" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 1 0.9765664104226172703704378 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -0.9666525319072545308074496 -0.9728145352290833436370576" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 1 0.9765664104226172703704378 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -1 -0.9758301014885489843564415" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 1 1 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2612811739058674698199525 0.3019607843137255276388942 0.7019607843137254388210522 -1 -0.9137254901960784048142727 -1 -1 -1" Chromosome2="0.01601395775331381637895944 0.4039215686274508776421044 0.8117647058823529437887601 1 -0.8352941176470588535707407 0.9763656931116859727382007 0.9953201465722587570894575 1" Performance="30.87858605929007183021895 0.4143999999999999905853088 0.4988000000000000211386464 0.4988000000000000211386464 0.4143999999999999905853088 0.9855212355212354946587539 0 0.4143999999999999905853088 31.33223815614546126084861 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -1 -0.9973465803350451963638079 -0.9853246027615819579992262 -0.8901960784313724950322921" Chromosome2="1 0.9997047213504889340285331 1 -0.7176470588235294156831401 1 1 -0.8989343024683178473566159 -0.7019607843137254388210522" Performance="29.87430820748365434269544 0.470399999999999984812149 0.4988000000000000211386464 0.4988000000000000211386464 0.470399999999999984812149 0.9549319727891156794896688 0 0.470399999999999984812149 31.28422658236934594810918 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -1 -1 -0.9864041242266401443572477 -0.8901960784313724950322921" Chromosome2="1 1 1 -0.7176470588235294156831401 1 1 -0.8827244694516354073243747 -0.7019607843137254388210522" Performance="29.35205163653085236319384 0.4736000000000000209610107 0.4988000000000000211386464 0.4988000000000000211386464 0.4736000000000000209610107 0.9484797297297297147267159 0 0.4736000000000000209610107 30.9464195348642299165931 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.772549019607843168166994 -1 -1 -0.9864041242266401443572477 -0.8901960784313724950322921" Chromosome2="1 0.9997047213504889340285331 1 -0.7176470588235294156831401 1 1 -0.8827244694516354073243747 -0.7019607843137254388210522" Performance="29.35205163653085236319384 0.4736000000000000209610107 0.4988000000000000211386464 0.4988000000000000211386464 0.4736000000000000209610107 0.9484797297297297147267159 0 0.4736000000000000209610107 30.9464195348642299165931 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -1 -0.8236339289270036001511244" Chromosome2="1 0.7641953950126966210731894 0.8117647058823529437887601 -0.7176470588235294156831401 1 1 1 -0.6569901234199708728311862" Performance="29.15425652123044386598849 0.4183999999999999941380224 0.4988000000000000211386464 0.4988000000000000211386464 0.4183999999999999941380224 0.9655831739961758808377112 0 0.4183999999999999941380224 30.19341813980895494751167 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7019607843137254388210522 -0.772549019607843168166994 -1 -1 -1 -0.8236339289270036001511244" Chromosome2="0.943060543961249830857696 0.7641953950126966210731894 0.8117647058823529437887601 -0.7176470588235294156831401 1 1 1 -0.6569901234199708728311862" Performance="29.15425652123044386598849 0.4183999999999999941380224 0.4988000000000000211386464 0.4988000000000000211386464 0.4183999999999999941380224 0.9655831739961758808377112 0 0.4183999999999999941380224 30.19341813980895494751167 0"/>
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<Algorithm Id="MAXENT" Version="1.0">
<Parameters>
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<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>
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