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<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="0.9 1.0 8.39313234933e-05 0.0120481927711 0.086026205747"><Algorithms>
<Algorithm Id="GARP_BS" Version="3.0.4">
<Parameters>
<Parameter Id="CommissionSampleSize" Value="10000"/>
<Parameter Id="CommissionThreshold" Value="50"/>
<Parameter Id="ConvergenceLimit" Value="0.01"/>
<Parameter Id="HardOmissionThreshold" Value="100"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="MaxThreads" Value="1"/>
<Parameter Id="ModelsUnderOmissionThreshold" Value="20"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/>
<Parameter Id="TotalRuns" Value="100"/>
<Parameter Id="TrainingProportion" Value="50"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="-1.0588235294117647189438 -0.4483695652173913526183924 0.4221218961625281540506194 -1 -1 -1 -1 -0.9005078485687904032985784" Scales="0.009803921568627450844335414 0.002717391304347826011533762 0.002257336343115123964558899 0.0004930966469428008135469921 0.001064395955295369816662188 0.0007665772326561901602731686 0.0005717552887364208032139334 0.0002308402585410895574858509"/>
<Model>
<BestSubsets Count="10">
<Run Id="0" OmissionError="0" CommissionError="17.66000000000000014210855">
<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="-0.394167306977328935069238 -0.9569239330788453790077597 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.8509803921568627194105261" Chromosome2="0.4580260972470290847802232 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 -0.6235294117647058875775201" Performance="28.68213387253282320443759 0.4308000000000000162536651 0.5008000000000000229150032 0.5008000000000000229150032 0.4308000000000000162536651 0.957288765088208037923323 0 0.4308000000000000162536651 29.96184110641886277903723 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9766269426378938467436797 -1 0.624292922929175375656996 -0.8823529411764705621123994 -1 -0.9270218422745957198571887 -1 -1" Chromosome2="0.9989318115429746125499832 1 0.81980114702387141267792 -0.7568627450980391913049061 0.9232759043912995844394231 -0.5988732584989537865993725 0.9378011950220053183358004 1" Performance="27.334484771525062285491 0.5280000000000000248689958 0.5008000000000000229150032 0.5008000000000000229150032 0.5280000000000000248689958 0.9128787878787878451447568 0 0.5280000000000000248689958 29.94317004017683458982901 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -1 -0.9760475037836058298523767 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="0.5540615359576893661497365 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 -0.8210745417750349162133716 1" Performance="27.68687463226424938511627 0.4935999999999999832134279 0.5008000000000000229150032 0.5008000000000000229150032 0.4935999999999999832134279 0.9262560777957861146703067 0 0.4935999999999999832134279 29.89116648837627465695732 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -1 -1 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -1" Chromosome2="0.5540615359576893661497365 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 1" Performance="28.28045646903338550259832 0.449199999999999988187227 0.5008000000000000229150032 0.5008000000000000229150032 0.449199999999999988187227 0.9465716829919857966402219 0 0.449199999999999988187227 29.87671929889415878278669 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -1 -0.9760475037836058298523767 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -1" Chromosome2="0.5540615359576893661497365 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 1" Performance="28.28045646903338550259832 0.449199999999999988187227 0.5008000000000000229150032 0.5008000000000000229150032 0.449199999999999988187227 0.9465716829919857966402219 0 0.449199999999999988187227 29.87671929889415878278669 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -1 -1 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -1" Chromosome2="0.5540615359576893661497365 0.9991958582061616356284617 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 1" Performance="28.28045646903338550259832 0.449199999999999988187227 0.5008000000000000229150032 0.5008000000000000229150032 0.449199999999999988187227 0.9465716829919857966402219 0 0.449199999999999988187227 29.87671929889415878278669 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -0.9966603332877527199329393 -0.9760475037836058298523767 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -1" Chromosome2="0.5540615359576893661497365 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 0.9892302419113762068647588 0.9772643892963727152434217" Performance="28.28045646903338550259832 0.449199999999999988187227 0.5008000000000000229150032 0.5008000000000000229150032 0.449199999999999988187227 0.9465716829919857966402219 0 0.449199999999999988187227 29.87671929889415878278669 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9330609408477302801898645 -1 -0.9681761927786283195018768" Chromosome2="1 1 0.7960784313725490779489746 -0.7568627450980391913049061 0.9847934812526492054374216 -0.6664867127877203145658314 1 0.9882855285541154444217682" Performance="27.82847304537857269224332 0.4803999999999999936939332 0.5008000000000000229150032 0.5008000000000000229150032 0.4803999999999999936939332 0.9317235636969192213996394 0 0.4803999999999999936939332 29.86773559204617001228144 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9907884547220808801881731 0.6250366412448803421497701 -0.8823529411764705621123994 -1 -0.9270218422745957198571887 -1 -1" Chromosome2="1 0.9789083541799632470770121 0.8263544486360807628244629 -0.7568627450980391913049061 1 -0.5988732584989537865993725 0.9378011950220053183358004 1" Performance="27.16632052711328881855479 0.5292000000000000037303494 0.5008000000000000229150032 0.5008000000000000229150032 0.5292000000000000037303494 0.9108087679516251311540032 0 0.5292000000000000037303494 29.82659091897998138165349 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9550944856587728626351463 -1 -1" Chromosome2="1 1 0.7960784313725490779489746 -0.7568627450980391913049061 0.9847934812526492054374216 -0.6644298135840782659755632 1 1" Performance="27.7668577613505966894536 0.4808000000000000051514348 0.5008000000000000229150032 0.5008000000000000229150032 0.4808000000000000051514348 0.9309484193011646757653921 0 0.4808000000000000051514348 29.82641915026221468565382 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9493028002447987390155504 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9550944856587728626351463 -1 -1" Chromosome2="1 1 0.7960784313725490779489746 -0.7568627450980391913049061 0.9847934812526492054374216 -0.6644298135840782659755632 1 1" Performance="27.7668577613505966894536 0.4808000000000000051514348 0.5008000000000000229150032 0.5008000000000000229150032 0.4808000000000000051514348 0.9309484193011646757653921 0 0.4808000000000000051514348 29.82641915026221468565382 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9493028002447987390155504 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9550944856587728626351463 -1 -1" Chromosome2="1 1 0.7960784313725490779489746 -0.7568627450980391913049061 0.9847934812526492054374216 -0.6644298135840782659755632 0.9734856721381066613218991 1" Performance="27.7668577613505966894536 0.4808000000000000051514348 0.5008000000000000229150032 0.5008000000000000229150032 0.4808000000000000051514348 0.9309484193011646757653921 0 0.4808000000000000051514348 29.82641915026221468565382 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2156862745098038214308644 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.4352941176470588313662802 0.4901960784313725838501341 1 -0.7568627450980391913049061 -0.8119752895817452520432767 -0.7019607843137254388210522 1 1" Performance="28.52998006162528099594056 0.4252000000000000223820962 0.5008000000000000229150032 0.5008000000000000229150032 0.4252000000000000223820962 0.9576669802445907375698653 0 0.4252000000000000223820962 29.79112849264015139283401 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6313725490196078204974128 -0.8976244378095382669968672 -1 -0.9270218422745957198571887 -1 -1" Chromosome2="1 1 0.7960784313725490779489746 -0.7551902554595988359409375 0.9232759043912995844394231 -0.5988732584989537865993725 0.9378011950220053183358004 1" Performance="26.97551557921496723224664 0.4984000000000000096811448 0.5008000000000000229150032 0.5008000000000000229150032 0.4984000000000000096811448 0.9173354735152488004246152 0 0.4984000000000000096811448 29.40638006273127658118938 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -0.9966122885776120821077484 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -0.8509803921568627194105261" Chromosome2="1 0.4901960784313725838501341 0.9967936396512181440598965 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="28.24429901350363181222747 0.3980000000000000204281037 0.5008000000000000229150032 0.5008000000000000229150032 0.3980000000000000204281037 0.9648241206030150340922091 0 0.3980000000000000204281037 29.27403908170428792345774 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4901960784313725838501341 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 1" Performance="27.17115946798737269318735 0.4331999999999999739763723 0.5008000000000000229150032 0.5008000000000000229150032 0.4331999999999999739763723 0.9399815327793167307746103 0 0.4331999999999999739763723 28.90605668352684176625189 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6654852907811477091826191 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -0.8431372549019607864906334" Chromosome2="1 1 0.7751730193789491130118563 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 -0.6235294117647058875775201" Performance="27.99701197702473720596572 0.3775999999999999912070336 0.5008000000000000229150032 0.5008000000000000229150032 0.3775999999999999912070336 0.9703389830508474256376417 0 0.3775999999999999912070336 28.85281583658444759521444 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 -1 -0.8823529411764705621123994 -1 -1 -1 -0.8669788164811002006970853" Chromosome2="0.4431372549019607642861729 0.9866648374125361886655128 0.9524467234603233301015734 -0.7568627450980391913049061 -0.884135761856470914210604 1 1 1" Performance="26.38650609840463800992438 0.4812000000000000166089364 0.5008000000000000229150032 0.5008000000000000229150032 0.4812000000000000166089364 0.9160432252701579125542253 0 0.4812000000000000166089364 28.80487008745987154156865 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4901960784313725838501341 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 -0.8210745417750349162133716 1" Performance="26.46034663821971477659645 0.4487999999999999767297254 0.5008000000000000229150032 0.5008000000000000229150032 0.4487999999999999767297254 0.9269162210338680596422023 0 0.4487999999999999767297254 28.54664320007934819045659 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.234871530117822496785962 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8592408869844466723364462 -1 -0.8509803921568627194105261" Chromosome2="1 0.4349380359979343468879165 1 -0.7568627450980391913049061 -0.8745098039215686291925067 -0.68368032296243730350227 -0.8280960893952379331395264 -0.5529411764705882692538808" Performance="27.63620870779521254689826 0.3543999999999999928057548 0.5008000000000000229150032 0.5008000000000000229150032 0.3543999999999999928057548 0.9762979683972912159362068 0 0.3543999999999999928057548 28.30714556659717828779321 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9916205333752764472521335 -1 -0.8669788164811002006970853" Chromosome2="0.4431372549019607642861729 0.9866648374125361886655128 0.9524467234603233301015734 -0.7568627450980391913049061 -0.8745098039215686291925067 1 1 1" Performance="26.56942035062346718632398 0.4023999999999999799271677 0.5008000000000000229150032 0.5008000000000000229150032 0.4023999999999999799271677 0.9443339960238568142614213 0 0.4023999999999999799271677 28.13561776076548426317459 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2217569771291249269840051 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -1.445756336942434883141573 -1.609766098535236222843992 -1" Chromosome2="1 0.4627686068338030533908523 1 -0.7568627450980391913049061 -0.8745098039215686291925067 0.928204923111058399776141 1.133940864955993443885518 1" Performance="26.36194838406410312359185 0.4036000000000000142996726 0.5008000000000000229150032 0.5008000000000000229150032 0.4036000000000000142996726 0.9415262636273538099374036 0 0.4036000000000000142996726 27.99916412581124092184837 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="0.4431372549019607642861729 1 0.7960784313725490779489746 -0.7568627450980391913049061 1 1 1 -0.6627450980392156631992862" Performance="26.44239597347760906131953 0.3800000000000000044408921 0.5008000000000000229150032 0.5008000000000000229150032 0.3800000000000000044408921 0.9515789473684210797443939 0 0.3800000000000000044408921 27.78791612257049692402688 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.486361421929562776078626 -1 -1 -0.8823529411764705621123994 -0.9936904042672652925816124 -0.8352941176470588535707407 -1 -1" Chromosome2="0.5540615359576893661497365 1 1 -0.7568627450980391913049061 0.9866739089958942443558954 -0.7019607843137254388210522 1 1" Performance="26.38922574126630848923014 0.3827999999999999736211009 0.5008000000000000229150032 0.5008000000000000229150032 0.3827999999999999736211009 0.9498432601880877346189891 0 0.3827999999999999736211009 27.78271620945199060770392 0"/>
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<Run Id="1" OmissionError="0" CommissionError="18">
<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">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 0.6399780839312129154805575 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.8515178918711060473967223" Chromosome2="1 0.4745098039215687180103487 0.8331232314761277679693308 -0.733333333333333392545228 1 -0.7019607843137254388210522 1 -0.6002047226780968802728466" Performance="27.97313006313749994546924 0.4312000000000000277111667 0.4852000000000000201616501 0.4852000000000000201616501 0.4312000000000000277111667 0.9387755102040816757025254 0 0.4312000000000000277111667 29.79746463247255405804026 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2235294117647059763953621 0.6583484545759838990619528 -0.9045119176606051247802043 -1 -1 -1 -1" Chromosome2="0.4431372549019607642861729 0.4901960784313725838501341 0.7635263749323017989922846 -0.7266448208360353211432425 1 1 1 1" Performance="27.4782035298606110984565 0.4424000000000000154543045 0.4852000000000000201616501 0.4852000000000000201616501 0.4424000000000000154543045 0.929475587703435857100942 0 0.4424000000000000154543045 29.56312558757376862672572 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2235294117647059763953621 -1 -0.8823529411764705621123994 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="0.4431372549019607642861729 0.4901960784313725838501341 1 -0.733333333333333392545228 -0.8932244336140406915092171 1 1 -0.6470588235294116863371983" Performance="28.13466992589121673518093 0.398399999999999976374454 0.4852000000000000201616501 0.4852000000000000201616501 0.398399999999999976374454 0.9528112449799196470578977 0 0.398399999999999976374454 29.52806243012397402480929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3509747078750556359416635 -1 0.654901960784313619257091 -0.8745098039215686291925067 -1 -1 -1 -1" Chromosome2="0.464737100573665906644294 1 0.7960784313725490779489746 -0.7568627450980391913049061 -0.9060813320715442875652457 1 1 1" Performance="27.92640799646540727962929 0.4036000000000000142996726 0.4852000000000000201616501 0.4852000000000000201616501 0.4036000000000000142996726 0.9484638255698711883923124 0 0.4036000000000000142996726 29.44383037453876283962018 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8745098039215686291925067 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 -0.9131264839068029548485583 1" Performance="27.043594933005746128174 0.4183999999999999941380224 0.4852000000000000201616501 0.4852000000000000201616501 0.4183999999999999941380224 0.9330783938814531941474684 0 0.4183999999999999941380224 28.98319702861066460286565 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8745098039215686291925067 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.9824966276951488941548973 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 -0.9131264839068029548485583 1" Performance="27.043594933005746128174 0.4183999999999999941380224 0.4852000000000000201616501 0.4852000000000000201616501 0.4183999999999999941380224 0.9330783938814531941474684 0 0.4183999999999999941380224 28.98319702861066460286565 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.678431372549019640061374 -0.8901960784313724950322921 -0.9960476607950621286136084 -0.9137254901960784048142727 -1 -1" Chromosome2="1 1 0.7725490196078430571446916 -0.733333333333333392545228 0.9852340570326114654875482 -0.7019607843137254388210522 1 1" Performance="27.51572321266268161821245 0.3572000000000000174971149 0.4852000000000000201616501 0.4852000000000000201616501 0.3572000000000000174971149 0.9630459126539753222928653 0 0.3572000000000000174971149 28.57155910338113358193368 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.1823158346262632178991225 -1 -1 -1 -0.9137254901960784048142727 -1 -0.7882352941176470340067794" Chromosome2="0.3490196078431373472028554 0.4030093675187114143909639 1 1 1 -0.7019607843137254388210522 1 -0.6470588235294116863371983" Performance="27.08274544799100169711892 0.3719999999999999973354647 0.4852000000000000201616501 0.4852000000000000201616501 0.3719999999999999973354647 0.9516129032258064945892784 0 0.3719999999999999973354647 28.45983419958376359204522 0"/>
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<Run Id="2" OmissionError="0" CommissionError="18.26000000000000156319402">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.431089806379567730409974 -1 -1 -0.8761700083442287567692119 -1 -0.8274509803921568096285455 -1 -0.8980392156862745389744873" Chromosome2="0.4466344960746081449443068 1 1 -0.7215546353099246967843783 1 -0.6941176470588235059011595 -0.8007308495760547817354791 -0.5529411764705882692538808" Performance="26.25518602269288592765406 0.4391999999999999793054428 0.509199999999999985966781 0.509199999999999985966781 0.4391999999999999793054428 0.9335154826958105278578159 0 0.4391999999999999793054428 28.12506756382125772120162 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.431089806379567730409974 -1 -1 -0.8761700083442287567692119 -1 -0.8274509803921568096285455 -1 -0.8980392156862745389744873" Chromosome2="0.4466344960746081449443068 1 0.9838061674715991022921457 -0.7215546353099246967843783 1 -0.6941176470588235059011595 -0.8007308495760547817354791 -0.5529411764705882692538808" Performance="26.25518602269288592765406 0.4391999999999999793054428 0.509199999999999985966781 0.509199999999999985966781 0.4391999999999999793054428 0.9335154826958105278578159 0 0.4391999999999999793054428 28.12506756382125772120162 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4688809267434098648763552 -1 0.6586241066498350615887603 -0.9387479060968639821282977 -1 -1 -1 -1" Chromosome2="0.4590294103622196697500613 1 0.8247788435896346026510173 -0.7327951020457679209840762 1 1 1 1" Performance="25.12817176118023354547404 0.5328000000000000513367127 0.509199999999999985966781 0.509199999999999985966781 0.5328000000000000513367127 0.8941441441441441151383174 0 0.5328000000000000513367127 28.10304348101769278400752 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4688809267434098648763552 -1 0.6586241066498350615887603 -0.9387479060968639821282977 -1 -1 -1 -1" Chromosome2="0.4590294103622196697500613 1 0.8247788435896346026510173 -0.7327951020457679209840762 1 1 0.9766926669241751124417306 1" Performance="25.12817176118023354547404 0.5328000000000000513367127 0.509199999999999985966781 0.509199999999999985966781 0.5328000000000000513367127 0.8941441441441441151383174 0 0.5328000000000000513367127 28.10304348101769278400752 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4688809267434098648763552 -1 0.6586241066498350615887603 -0.9387479060968639821282977 -1 -1 -1 -1" Chromosome2="0.4590294103622196697500613 1 0.8247788435896346026510173 -0.7327951020457679209840762 0.9860114658726973901892165 1 0.9766926669241751124417306 1" Performance="25.12817176118023354547404 0.5328000000000000513367127 0.509199999999999985966781 0.509199999999999985966781 0.5328000000000000513367127 0.8941441441441441151383174 0 0.5328000000000000513367127 28.10304348101769278400752 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.431089806379567730409974 -0.8610185063444077968597412 -1 -0.9384984931512887484927887 -1 -0.8274509803921568096285455 -1 -0.8980392156862745389744873" Chromosome2="0.4466344960746081449443068 0.9978798537825545045265585 1 -0.6983860943673385612839866 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="25.75925258610785917312569 0.4699999999999999733546474 0.509199999999999985966781 0.509199999999999985966781 0.4699999999999999733546474 0.9182978723404254806084168 0 0.4699999999999999733546474 28.05108599506648303645306 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2584708561070274135396119 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.9784570288765274126419058" Chromosome2="0.9986680801375769078731537 0.5196760206816622984504761 0.8588235294117647633527213 -0.6862745098039215729812668 1 -0.6941176470588235059011595 -0.813046199454572904308236 -0.5470346993358889964298442" Performance="25.56678820075878988404838 0.4779999999999999804600748 0.509199999999999985966781 0.509199999999999985966781 0.4779999999999999804600748 0.9138075313807531019349994 0 0.4779999999999999804600748 27.97830760064721289381851 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9900965065462514758110046 -1 -1 -0.8816448438704165280199732 -1 -0.8745098039215686291925067 -1 -1" Chromosome2="0.9844170160649809986352921 1 1 -0.7492851966245568373636843 0.9745145034311073484190047 -0.6941176470588235059011595 -0.8239816844682482654960154 1" Performance="26.10071456299292336211693 0.4299999999999999933386619 0.509199999999999985966781 0.509199999999999985966781 0.4299999999999999933386619 0.9348837209302325312876292 0 0.4299999999999999933386619 27.91867478131083757375563 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2596185727099724616095955 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.9784570288765274126419058" Chromosome2="1 0.5086679982057974447329229 0.8588235294117647633527213 -0.6862745098039215729812668 1 -0.6941176470588235059011595 1 -0.5470346993358889964298442" Performance="25.39033976022768257507778 0.4792000000000000148325796 0.509199999999999985966781 0.509199999999999985966781 0.4792000000000000148325796 0.911519198664440755131011 0 0.4792000000000000148325796 27.85496981021315221482837 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2596185727099724616095955 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.9784570288765274126419058" Chromosome2="0.9986680801375769078731537 0.5086679982057974447329229 0.8588235294117647633527213 -0.6862745098039215729812668 1 -0.6941176470588235059011595 1 -0.5470346993358889964298442" Performance="25.39033976022768257507778 0.4792000000000000148325796 0.509199999999999985966781 0.509199999999999985966781 0.4792000000000000148325796 0.911519198664440755131011 0 0.4792000000000000148325796 27.85496981021315221482837 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.8901960784313724950322921 -1 -0.8857290588604590508836623 -1 -0.7882352941176470340067794" Chromosome2="0.4352941176470588313662802 1 1 -0.6862745098039215729812668 0.958662921689789393475678 -0.6832492402883930671109169 1 -0.6470588235294116863371983" Performance="26.07757356270376192242111 0.4083999999999999852562382 0.509199999999999985966781 0.509199999999999985966781 0.4083999999999999852562382 0.9422135161606268738410108 0 0.4083999999999999852562382 27.67692578744338760543542 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.431089806379567730409974 -1 -1 -0.8761700083442287567692119 -1 -0.8274509803921568096285455 -1 -0.8980392156862745389744873" Chromosome2="0.4466344960746081449443068 1 1 -0.7215546353099246967843783 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="25.55455982822272886778592 0.4435999999999999943156581 0.509199999999999985966781 0.509199999999999985966781 0.4435999999999999943156581 0.9242560865644724454881498 0 0.4435999999999999943156581 27.64878717024293308668348 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 0.6721864262017400726278993 -0.9387479060968639821282977 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 1 0.8155838002360638050447506 -0.7327951020457679209840762 1 1 1 0.9755364572028479841492299" Performance="24.85336403648349090644842 0.5011999999999999788613536 0.509199999999999985966781 0.509199999999999985966781 0.5011999999999999788613536 0.8994413407821229000660423 0 0.5011999999999999788613536 27.63200100950648874231774 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.8901960784313724950322921 -1 -0.8872769273566335490599499 -1 -0.7882352941176470340067794" Chromosome2="0.4352941176470588313662802 0.999201182397487341901865 1 -0.6862745098039215729812668 0.958662921689789393475678 -0.6790510471538777625966077 1 -0.6470588235294116863371983" Performance="26.0093176222259394592129 0.4087999999999999967137398 0.509199999999999985966781 0.509199999999999985966781 0.4087999999999999967137398 0.9412915851272015688167016 0 0.4087999999999999967137398 27.63152038452693304293462 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8745098039215686291925067 -1 -0.8745098039215686291925067 -1 -1" Chromosome2="1 1 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 -0.8239816844682482654960154 1" Performance="25.41877048171597408554589 0.4331999999999999739763723 0.509199999999999985966781 0.509199999999999985966781 0.4331999999999999739763723 0.9261311172668513780337207 0 0.4331999999999999739763723 27.44618986211206390635198 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8745098039215686291925067 -1 -0.8745098039215686291925067 -1 -0.9781589070335030555725098" Chromosome2="1 1 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 -0.8239816844682482654960154 0.9794828462891462805828269" Performance="25.41877048171597408554589 0.4331999999999999739763723 0.509199999999999985966781 0.509199999999999985966781 0.4331999999999999739763723 0.9261311172668513780337207 0 0.4331999999999999739763723 27.44618986211206390635198 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2962139329954370792208351 -1 0.6705882352941177071414813 -0.8821324112774644454759709 -1 -0.8495065059655099171109782 -1 -1" Chromosome2="0.504591351074171523549694 1 0.7725490196078430571446916 -0.7137975505438356460530258 1 -0.6872413717241048214390275 1 1" Performance="25.31227140636388028838155 0.415999999999999980904164 0.509199999999999985966781 0.509199999999999985966781 0.415999999999999980904164 0.9307692307692307931432651 0 0.415999999999999980904164 27.19500233741573680390502 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 0.654901960784313619257091 -1 -1 -0.8431372549019607864906334 -1 -0.7882352941176470340067794" Chromosome2="1 0.4901960784313725838501341 0.7960784313725490779489746 1 -0.4005330941621578766387302 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="23.78158067893996019392944 0.4116000000000000214050999 0.509199999999999985966781 0.509199999999999985966781 0.4116000000000000214050999 0.9144800777453838680486342 0 0.4116000000000000214050999 26.00557547144444114906037 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9697595191498596944867927 0.2235294117647059763953621 0.654901960784313619257091 -1 -1 -0.8431372549019607864906334 -1 -0.7882352941176470340067794" Chromosome2="1 0.4901960784313725838501341 0.7960784313725490779489746 1 -0.4005330941621578766387302 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="23.78158067893996019392944 0.4116000000000000214050999 0.509199999999999985966781 0.509199999999999985966781 0.4116000000000000214050999 0.9144800777453838680486342 0 0.4116000000000000214050999 26.00557547144444114906037 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2212612579190666450834613 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.5073187636162398428396614 0.9791133086148061659415021 -0.6862745098039215729812668 -0.8980392156862745389744873 -0.6941176470588235059011595 1 1" Performance="24.62398074464864450305868 0.3512000000000000121680443 0.509199999999999985966781 0.509199999999999985966781 0.3512000000000000121680443 0.9476082004555809179535686 0 0.3512000000000000121680443 25.98540275697296664247915 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 -1 -0.9830110435782188904596524 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -1" Chromosome2="0.4352941176470588313662802 1 0.988143787771630810468082 -0.6862745098039215729812668 -0.8980392156862745389744873 -0.6941176470588235059011595 1 1" Performance="24.47515668335497096563813 0.3519999999999999795718963 0.509199999999999985966781 0.509199999999999985966781 0.3519999999999999795718963 0.9454545454545454363781687 0 0.3519999999999999795718963 25.88718495354852677792223 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2235294117647059763953621 0.6627450980392157742215886 -0.8745098039215686291925067 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="0.4352941176470588313662802 0.4901960784313725838501341 0.7725490196078430571446916 -0.733333333333333392545228 1 1 0.9911988696202318482875171 -0.6313725490196078204974128" Performance="24.43406973584007602084966 0.3472000000000000086153307 0.509199999999999985966781 0.509199999999999985966781 0.3472000000000000086153307 0.9470046082949308274834266 0 0.3472000000000000086153307 25.80142643638587074406132 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2248191140100935236922908 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.4352941176470588313662802 0.5225378806350792215695833 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 1 1" Performance="23.57110504995053190668841 0.4000000000000000222044605 0.509199999999999985966781 0.509199999999999985966781 0.4000000000000000222044605 0.9160000000000000364153152 0 0.4000000000000000222044605 25.73264743444381252857056 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2549019607843137080749329 0.6627450980392157742215886 -0.9037756078019474337281736 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4823529411764706509302414 0.7725490196078430571446916 -0.7049846632212726227351141 1 1 -0.6794429867152198543323038 1" Performance="22.97718937666685334875183 0.4440000000000000057731597 0.509199999999999985966781 0.509199999999999985966781 0.4440000000000000057731597 0.8945945945945945609878436 0 0.4440000000000000057731597 25.6844715086608346155117 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2235294117647059763953621 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3725490196078431459625335 0.4901960784313725838501341 1 -0.733333333333333392545228 -0.5662286141729042654446857 -0.6941176470588235059011595 1 1" Performance="23.52157988954570555506507 0.3827999999999999736211009 0.509199999999999985966781 0.509199999999999985966781 0.3827999999999999736211009 0.9216300940438871824866851 0 0.3827999999999999736211009 25.52171423389482995958133 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.8745098039215686291925067 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="1 0.4823529411764706509302414 1 -0.733333333333333392545228 -0.912938791493152823619539 1 1 -0.5529411764705882692538808" Performance="23.268522563866937957755 0.3936000000000000054178884 0.509199999999999985966781 0.509199999999999985966781 0.3936000000000000054178884 0.9146341463414634498363398 0 0.3936000000000000054178884 25.44025133649451930750729 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4688809267434098648763552 -1 0.6586241066498350615887603 -0.9387479060968639821282977 -0.9951170973621215054549793 -1 -1 -1" Chromosome2="0.4590294103622196697500613 1 0.8247788435896346026510173 -0.7327951020457679209840762 1 1 1 1" Performance="22.67377148762390604019856 0.4308000000000000162536651 0.509199999999999985966781 0.509199999999999985966781 0.4308000000000000162536651 0.8950789229340760932984722 0 0.4308000000000000162536651 25.33158909976239314687518 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.891791297320770004475321 -0.9921568627450980670801073 -0.8745098039215686291925067 -1 -1" Chromosome2="0.4352941176470588313662802 1 1 -0.7465785636013844150937757 -0.7254901960784313486030328 -0.6941176470588235059011595 1 1" Performance="23.80795789471908108225762 0.3420000000000000262012634 0.509199999999999985966781 0.509199999999999985966781 0.3420000000000000262012634 0.9415204678362573131877866 0 0.3420000000000000262012634 25.28671304345939674362853 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="18.26999999999999957367436">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2124179414878192839744031 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9746648682200390600982587 -1 -0.7885062578174413250309271" Chromosome2="0.7872438677586615085601807 0.5348921140313583899583705 0.7647058823529411242247988 -0.7176470588235294156831401 0.9484152955701574683189392 0.999801566419394105444951 0.9170315341713527468314737 -0.6121506250810390126204652" Performance="29.96844197677886967312588 0.4464000000000000190070182 0.5016000000000000458300065 0.5016000000000000458300065 0.4464000000000000190070182 0.9659498207885304221775868 0 0.4464000000000000190070182 31.02484345647979679938544 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9241344069152762630281472 -1 -1" Chromosome2="1 1 0.7647058823529411242247988 -0.7176470588235294156831401 0.9968950460315681993961334 -0.6839215270755297781946069 1 1" Performance="29.56339234854878839087178 0.4591999999999999970690112 0.5016000000000000458300065 0.5016000000000000458300065 0.4591999999999999970690112 0.9573170731707316694070187 0 0.4591999999999999970690112 30.88150538319746019055856 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.643601462535364765571444 -0.8823529411764705621123994 -1 -1 -1 -0.8039215686274510108688673" Chromosome2="0.7872438677586615085601807 0.4901960784313725838501341 0.7716508417556060539510554 -0.7176470588235294156831401 1 1 0.9170315341713527468314737 -0.6156862745098039546576274" Performance="29.2148965721364461956 0.466799999999999992716937 0.5016000000000000458300065 0.5016000000000000458300065 0.466799999999999992716937 0.9511568123393315810076842 0 0.466799999999999992716937 30.71512099070561774283306 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2124179414878192839744031 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -1 -1 -0.8039215686274510108688673" Chromosome2="0.7872438677586615085601807 0.5348921140313583899583705 0.7647058823529411242247988 -0.7176470588235294156831401 0.9484152955701574683189392 1 0.9170315341713527468314737 -0.6156862745098039546576274" Performance="29.2967605733143372503946 0.4607999999999999873878664 0.5016000000000000458300065 0.5016000000000000458300065 0.4607999999999999873878664 0.9539930555555555802271783 0 0.4607999999999999873878664 30.7096161787607968562952 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2074639713893844383818532 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -1 -1 -0.8039215686274510108688673" Chromosome2="0.7872438677586615085601807 0.5054260161811838791834361 0.7647058823529411242247988 -0.7176470588235294156831401 1 1 1 -0.6156862745098039546576274" Performance="29.2967605733143372503946 0.4607999999999999873878664 0.5016000000000000458300065 0.5016000000000000458300065 0.4607999999999999873878664 0.9539930555555555802271783 0 0.4607999999999999873878664 30.7096161787607968562952 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9656352658084659257298199 -1 -0.8039215686274510108688673" Chromosome2="0.7872438677586615085601807 0.4901960784313725838501341 0.7647058823529411242247988 -0.7176470588235294156831401 1 0.9862237800519133568144525 0.9170315341713527468314737 -0.6156862745098039546576274" Performance="29.41947625976087365984313 0.4495999999999999996447286 0.5016000000000000458300065 0.5016000000000000458300065 0.4495999999999999996447286 0.9590747330960853744841188 0 0.4495999999999999996447286 30.67485279774696138588297 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2596089983651158616950738 0.6499485692208797349422866 -0.8823529411764705621123994 -1 -0.9934179514336088923087686 -1 -0.8261964303892839200926801" Chromosome2="1 0.4163710773685108113006947 0.7791603073359748554693738 -0.7176470588235294156831401 -0.7875466209854564691994483 0.9655486277770251035690308 0.9875765913326678413497461 -0.5970856606675674083106742" Performance="28.93276678559925585432211 0.4600000000000000199840144 0.5016000000000000458300065 0.5016000000000000458300065 0.4600000000000000199840144 0.9504347826086956274593831 0 0.4600000000000000199840144 30.44161189701659964157443 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9186641345023046634210573 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7647058823529411242247988 -0.7176470588235294156831401 0.9968950460315681993961334 -0.6937584008224666476394304 1 1" Performance="29.75942263187711134264646 0.4047999999999999931610262 0.5016000000000000458300065 0.5016000000000000458300065 0.4047999999999999931610262 0.9792490118577075186578895 0 0.4047999999999999931610262 30.39004611852637438573765 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9934754111082031435842055 0.2784313725490195068346111 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9186641345023046634210573 -1 -1" Chromosome2="0.979663323652878226255325 0.4039215686274508776421044 0.7647058823529411242247988 -0.7176470588235294156831401 0.9968950460315681993961334 -0.6937584008224666476394304 1 1" Performance="29.75942263187711134264646 0.4047999999999999931610262 0.5016000000000000458300065 0.5016000000000000458300065 0.4047999999999999931610262 0.9792490118577075186578895 0 0.4047999999999999931610262 30.39004611852637438573765 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2495212607578756736081971 0.5805940006693326438380609 -0.9545159955741837620735168 -1 -0.9137254901960784048142727 -1 -0.8509803921568627194105261" Chromosome2="0.4431372549019607642861729 0.3976504781913449693142582 0.8548247825884873751789428 0.9662381577072665095329285 -0.8394423364460760206284817 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="28.56205853925398585602125 0.466799999999999992716937 0.5016000000000000458300065 0.5016000000000000458300065 0.466799999999999992716937 0.9443016281062553973768559 0 0.466799999999999992716937 30.24675346216823967893106 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2119777887717869124806214 0.5841667506971632839452013 -1 -1 -0.9137254901960784048142727 -1 -0.8509803921568627194105261" Chromosome2="0.4431372549019607642861729 0.3618250693520660421498292 0.8364983610261012003661563 1 1 -0.6941176470588235059011595 0.986447934086124078589819 -0.5529411764705882692538808" Performance="29.100371276915875995428 0.4295999999999999818811602 0.5016000000000000458300065 0.5016000000000000458300065 0.4295999999999999818811602 0.9627560521415270411438314 0 0.4295999999999999818811602 30.22611097815053327053647 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9701778911468055266453803 -1 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.8509803921568627194105261" Chromosome2="1 1 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="28.19189300090554439748303 0.4884000000000000007993606 0.5016000000000000458300065 0.5016000000000000458300065 0.4884000000000000007993606 0.9336609336609336118328883 0 0.4884000000000000007993606 30.19500118781199304862639 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3146888998789671987310612 -0.9621077789317654671563673 0.6313794879090047773573247 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="0.2066220905043473221596173 0.9725135651052646545977609 0.7770630072214625982951475 -0.7176470588235294156831401 -0.9141026771692585262130137 1 1 1" Performance="29.06678471299035493302654 0.4288000000000000144773082 0.5016000000000000458300065 0.5016000000000000458300065 0.4288000000000000144773082 0.9626865671641791077917105 0 0.4288000000000000144773082 30.1934042755093621224205 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3146888998789671987310612 -1 0.6366506349449406743090663 -0.8823529411764705621123994 -1 -0.97529552383741857646271 -1 -0.9797081843651128663097438" Chromosome2="0.2066220905043473221596173 1 0.8081296670545157212472986 -0.7176470588235294156831401 -0.9141026771692585262130137 1 1 1" Performance="28.61171027640409647574415 0.4444000000000000172306613 0.5016000000000000458300065 0.5016000000000000458300065 0.4444000000000000172306613 0.9522952295229523134167948 0 0.4444000000000000172306613 30.04500011066630449363402 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9881771456686749832698524 0.2549019607843137080749329 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -0.7964347279741286200760442" Chromosome2="0.9867377653126678804795802 0.4745098039215687180103487 0.7647058823529411242247988 -0.7176470588235294156831401 -0.7875466209854564691994483 1 1 -0.5734798143445258844508317" Performance="28.93507574778570301532454 0.4235999999999999765520897 0.5016000000000000458300065 0.5016000000000000458300065 0.4235999999999999765520897 0.9631728045325779197227689 0 0.4235999999999999765520897 30.04141687931868531791224 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.8950199260080808905115646 -0.6941176470588235059011595 1 1" Performance="27.42098351849315207573454 0.5208000000000000406785716 0.5016000000000000458300065 0.5016000000000000458300065 0.5208000000000000406785716 0.9162826420890937129115628 0 0.5208000000000000406785716 29.92633741917693512846199 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.976754827916415213628909 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.8950199260080808905115646 -0.6941176470588235059011595 1 1" Performance="27.42098351849315207573454 0.5208000000000000406785716 0.5016000000000000458300065 0.5016000000000000458300065 0.5208000000000000406785716 0.9162826420890937129115628 0 0.5208000000000000406785716 29.92633741917693512846199 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.9907260974022474853128983" Chromosome2="1 1 1 -0.7176470588235294156831401 -0.8950199260080808905115646 -0.6941176470588235059011595 1 0.9754026643931865692138672" Performance="27.42098351849315207573454 0.5208000000000000406785716 0.5016000000000000458300065 0.5016000000000000458300065 0.5208000000000000406785716 0.9162826420890937129115628 0 0.5208000000000000406785716 29.92633741917693512846199 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9846099505180513355995231 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.9907260974022474853128983" Chromosome2="1 0.9875586777106746261267745 1 -0.7176470588235294156831401 -0.8950199260080808905115646 -0.6941176470588235059011595 1 0.9754026643931865692138672" Performance="27.42098351849315207573454 0.5208000000000000406785716 0.5016000000000000458300065 0.5016000000000000458300065 0.5208000000000000406785716 0.9162826420890937129115628 0 0.5208000000000000406785716 29.92633741917693512846199 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9149298932468544753859874 -1 -1" Chromosome2="0.4431372549019607642861729 1 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.7002811796180590242499875 1 1" Performance="27.87804025708824795515284 0.4772000000000000130562228 0.5016000000000000458300065 0.5016000000000000458300065 0.4772000000000000130562228 0.9337803855825649312905057 0 0.4772000000000000130562228 29.85502874928750571825731 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2294696667377708054758045 0.5841667506971632839452013 -1 -1 -0.9137254901960784048142727 -1 -0.8509803921568627194105261" Chromosome2="0.4431372549019607642861729 0.3849496746362715549061306 0.8364983610261012003661563 1 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="28.27894666609137530599583 0.448400000000000020783375 0.5016000000000000458300065 0.5016000000000000458300065 0.448400000000000020783375 0.9473684210526315263578567 0 0.448400000000000020783375 29.84999925865200864905091 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3146888998789671987310612 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="0.2066220905043473221596173 1 0.7960784313725490779489746 -0.7176470588235294156831401 -0.9141026771692585262130137 1 1 1" Performance="28.51106066753870749153066 0.4319999999999999951150187 0.5016000000000000458300065 0.5016000000000000458300065 0.4319999999999999951150187 0.9555555555555556024316388 0 0.4319999999999999951150187 29.83715651254050627017023 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3146888998789671987310612 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -1 -1 -0.9797081843651128663097438" Chromosome2="0.2066220905043473221596173 1 0.7960784313725490779489746 -0.7176470588235294156831401 -0.9141026771692585262130137 1 1 1" Performance="28.51106066753870749153066 0.4319999999999999951150187 0.5016000000000000458300065 0.5016000000000000458300065 0.4319999999999999951150187 0.9555555555555556024316388 0 0.4319999999999999951150187 29.83715651254050627017023 0"/>
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<Rule Type="r" Prediction="0" Chromosome1="-0.9835178195586744553935432 -1 -2.855263723445507828557766 -2.96805884795950758459071 -1.702741129927703767066305 -1 -1.519155138244220992760347 -1" Chromosome2="1 1 -1.924793579498373929936861 2.207214983369552019354387 1.163538616235426426115396 1 1.074395626663314784465797 1" Performance="29.75987365996068589879542 0.3519999999999999795718963 0.4984000000000000096811448 0.5016000000000000458300065 0.3519999999999999795718963 1 0 0.3519999999999999795718963 29.75987365996068589879542 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -0.976754827916415213628909 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -0.996981187914329880506159 -1" Chromosome2="1 1 0.9918575603719596012197712 -0.7176470588235294156831401 -0.8950199260080808905115646 -0.6941176470588235059011595 1 1" Performance="27.30534668509216800202921 0.4487999999999999767297254 0.5016000000000000458300065 0.5016000000000000458300065 0.4487999999999999767297254 0.9367201426024955868143707 0 0.4487999999999999767297254 29.14995145639715801166858 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3210952218044458295054255 0.2784313725490195068346111 0.6709127729205330847861433 -0.9262472993706888368947716 -1 -1 -1 -1" Chromosome2="0.2608106698601178052854266 0.388235294117647011802319 0.8240090246018233477443005 -0.7521990170904616634928175 1 0.9606743055913183892968732 1 1" Performance="27.88261083050739230770887 0.4032000000000000028421709 0.5016000000000000458300065 0.5016000000000000458300065 0.4032000000000000028421709 0.959325396825396858879742 0 0.4032000000000000028421709 29.06481046241101395821715 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3210952218044458295054255 0.2784313725490195068346111 0.654901960784313619257091 -0.9262472993706888368947716 -1 -1 -1 -1" Chromosome2="0.2608106698601178052854266 0.388235294117647011802319 0.7960784313725490779489746 -0.7521990170904616634928175 1 1 1 1" Performance="27.7728695015992244066183 0.3904000000000000247801779 0.5016000000000000458300065 0.5016000000000000458300065 0.3904000000000000247801779 0.9631147540983606702980069 0 0.3904000000000000247801779 28.83651131229876796169265 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3210952218044458295054255 0.2784313725490195068346111 0.654901960784313619257091 -0.9262472993706888368947716 -1 -1 -1 -1" Chromosome2="0.2608106698601178052854266 0.388235294117647011802319 0.7960784313725490779489746 -0.7521990170904616634928175 1 1 0.9478123334358985463410363 1" Performance="27.7728695015992244066183 0.3904000000000000247801779 0.5016000000000000458300065 0.5016000000000000458300065 0.3904000000000000247801779 0.9631147540983606702980069 0 0.3904000000000000247801779 28.83651131229876796169265 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9716893190518021139467919 -1 -1 -0.8823529411764705621123994 -0.9938405885272585393863665 -0.9137254901960784048142727 -1 -0.8549197350762121061507059" Chromosome2="0.9793894476443528729348031 1 1 -0.7176470588235294156831401 -0.9064188273122608663356914 -0.6941176470588235059011595 0.9793113530131762889396896 -0.6060656724140879303419638" Performance="27.56259274035418727066826 0.4020000000000000239808173 0.5016000000000000458300065 0.5016000000000000458300065 0.4020000000000000239808173 0.9562189054726367709591273 0 0.4020000000000000239808173 28.82456368788341194431268 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.654901960784313619257091 -1 -0.995842990463636112963286 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7647058823529411242247988 1 -0.7447614793683968725801492 -0.6941176470588235059011595 1 1" Performance="27.33798894495570408480489 0.3887999999999999789501715 0.5016000000000000458300065 0.5016000000000000458300065 0.3887999999999999789501715 0.9588477366255143685691564 0 0.3887999999999999789501715 28.51129319152032692841203 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8745098039215686291925067 -1 -1 -1 -0.8509803921568627194105261" Chromosome2="1 0.4901960784313725838501341 1 -0.733333333333333392545228 -0.864694653378397792842236 1 1 -0.5529411764705882692538808" Performance="26.07334049036446899094699 0.4627999999999999891642233 0.5016000000000000458300065 0.5016000000000000458300065 0.4627999999999999891642233 0.9187554019014693151845563 0 0.4627999999999999891642233 28.37897925432896428787899 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2330142570415751623880141 -1 -0.8745098039215686291925067 -1 -0.9137254901960784048142727 -1 -0.8509803921568627194105261" Chromosome2="0.4431372549019607642861729 0.4150982869830621702078588 1 -0.7647058823529411242247988 0.9353231425086656614098501 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="27.35411653645147467273091 0.3768000000000000238031816 0.5016000000000000458300065 0.5016000000000000458300065 0.3768000000000000238031816 0.963906581740976653449593 0 0.3768000000000000238031816 28.37838962261815822785138 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.2422508299045277591066139 -1 -0.9368561885045731951748849 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="0.2470588235294117751550402 0.4203784738718771563092957 1 -0.7504798573715721898835795 -0.8768897519360538961308293 -0.7019607843137254388210522 0.9609997351328993797636713 1" Performance="26.66080232076345524205863 0.4016000000000000125233157 0.5016000000000000458300065 0.5016000000000000458300065 0.4016000000000000125233157 0.9462151394422311234677636 0 0.4016000000000000125233157 28.17625845268053552672427 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3732181646167209709830104 -1 0.6627450980392157742215886 -0.8745098039215686291925067 -1 -1 -1 -1" Chromosome2="0.3122097627901542771233778 1 0.7647058823529411242247988 -0.7647058823529411242247988 1 1 1 1" Performance="27.38804144761418513098761 0.3563999999999999945821116 0.5016000000000000458300065 0.5016000000000000458300065 0.3563999999999999945821116 0.9730639730639730755612504 0 0.3563999999999999945821116 28.14618792367270927456957 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="18.39999999999999857891453">
<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="-0.4946628315374255180358887 -1 0.6710952795010206584080947 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="0.9143172549083828926086426 1 0.7878706009419379485692048 -0.733333333333333392545228 -0.8256652733658460530108414 1 -0.8935876513512543972694857 1" Performance="28.86981174027258845171673 0.4928000000000000158095759 0.5048000000000000264677169 0.5048000000000000264677169 0.4928000000000000158095759 0.9415584415584415944877605 0 0.4928000000000000158095759 30.66173108966881599712906 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4946628315374255180358887 -1 0.6710952795010206584080947 -0.8823529411764705621123994 -1 -0.9899888887556026473291126 -1 -1" Chromosome2="0.9143172549083828926086426 1 0.7878706009419379485692048 -0.733333333333333392545228 -0.8256652733658460530108414 0.9927474699064117169555743 -0.8935876513512543972694857 1" Performance="28.86981174027258845171673 0.4928000000000000158095759 0.5048000000000000264677169 0.5048000000000000264677169 0.4928000000000000158095759 0.9415584415584415944877605 0 0.4928000000000000158095759 30.66173108966881599712906 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4946628315374255180358887 -1 0.6710952795010206584080947 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="0.9143172549083828926086426 0.9978325465161885787779283 0.7878706009419379485692048 -0.733333333333333392545228 -0.8026795764161529511682147 1 -0.8935876513512543972694857 1" Performance="28.74561808316762423487489 0.4935999999999999832134279 0.5048000000000000264677169 0.5048000000000000264677169 0.4935999999999999832134279 0.9400324149108589821821624 0 0.4935999999999999832134279 30.57939027123176600753141 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4946628315374255180358887 -1 0.6710952795010206584080947 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="0.9143172549083828926086426 0.9978325465161885787779283 0.7878706009419379485692048 -0.733333333333333392545228 -0.8026795764161529511682147 1 -0.8935876513512543972694857 0.9956669638009920664245556" Performance="28.74561808316762423487489 0.4935999999999999832134279 0.5048000000000000264677169 0.5048000000000000264677169 0.4935999999999999832134279 0.9400324149108589821821624 0 0.4935999999999999832134279 30.57939027123176600753141 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4946628315374255180358887 -1 0.6710952795010206584080947 -0.8823529411764705621123994 -1 -0.9834446930266045328039581 -1 -1" Chromosome2="0.9143172549083828926086426 0.9978325465161885787779283 0.7878706009419379485692048 -0.733333333333333392545228 -0.8026795764161529511682147 0.9906140727462706685457761 -0.8935876513512543972694857 0.9956669638009920664245556" Performance="28.74561808316762423487489 0.4935999999999999832134279 0.5048000000000000264677169 0.5048000000000000264677169 0.4935999999999999832134279 0.9400324149108589821821624 0 0.4935999999999999832134279 30.57939027123176600753141 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.1810036926885600916392605 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.8509803921568627194105261" Chromosome2="0.3176470588235293934786796 0.4130650940913315749547507 1 -0.6862745098039215729812668 1 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="29.12742983934246865374007 0.4536000000000000031974423 0.5048000000000000264677169 0.5048000000000000264677169 0.4536000000000000031974423 0.9567901234567901536109957 0 0.4536000000000000031974423 30.44286215466761191805745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.1810036926885600916392605 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.8509803921568627194105261" Chromosome2="0.3176470588235293934786796 0.4130650940913315749547507 1 -0.6862745098039215729812668 1 -0.6941176470588235059011595 0.978997534637649824418304 -0.6470588235294116863371983" Performance="29.12742983934246865374007 0.4536000000000000031974423 0.5048000000000000264677169 0.5048000000000000264677169 0.4536000000000000031974423 0.9567901234567901536109957 0 0.4536000000000000031974423 30.44286215466761191805745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.1810036926885600916392605 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.8509803921568627194105261" Chromosome2="0.3176470588235293934786796 0.4130650940913315749547507 0.9832365863820474727319265 -0.6862745098039215729812668 1 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="29.12742983934246865374007 0.4536000000000000031974423 0.5048000000000000264677169 0.5048000000000000264677169 0.4536000000000000031974423 0.9567901234567901536109957 0 0.4536000000000000031974423 30.44286215466761191805745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -0.8509803921568627194105261" Chromosome2="1 1 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="28.89410257716305707731408 0.4680000000000000270894418 0.5048000000000000264677169 0.5048000000000000264677169 0.4680000000000000270894418 0.9495726495726495297589054 0 0.4680000000000000270894418 30.42853286703940440816041 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9850562063270601464992637 -1 -0.8823529411764705621123994 -1 -0.8352941176470588535707407 -1 -0.8509803921568627194105261" Chromosome2="1 1 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 1 -0.6470588235294116863371983" Performance="28.89410257716305707731408 0.4680000000000000270894418 0.5048000000000000264677169 0.5048000000000000264677169 0.4680000000000000270894418 0.9495726495726495297589054 0 0.4680000000000000270894418 30.42853286703940440816041 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2862745098039216617991087 -1 -1 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3490196078431373472028554 0.4039215686274508776421044 1 -0.7168993697702592537979172 -0.900954570340022908858657 -0.6941176470588235059011595 1 1" Performance="27.60665176413664667620651 0.3867999999999999771738146 0.5048000000000000264677169 0.5048000000000000264677169 0.3867999999999999771738146 0.9648397104446742034156159 0 0.3867999999999999771738146 28.6126819463238355467638 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2862745098039216617991087 -1 -1 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.3490196078431373472028554 0.4039215686274508776421044 1 -0.7168993697702592537979172 -0.900954570340022908858657 -0.6941176470588235059011595 0.9806905294251110349890155 1" Performance="27.60665176413664667620651 0.3867999999999999771738146 0.5048000000000000264677169 0.5048000000000000264677169 0.3867999999999999771738146 0.9648397104446742034156159 0 0.3867999999999999771738146 28.6126819463238355467638 0"/>
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<Run Id="5" OmissionError="0" CommissionError="18.48000000000000042632564">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.8823529411764705621123994 -1 -0.8811053927674467045605411 -1 -1" Chromosome2="1 0.4588235294117646301259583 1 -0.7176470588235294156831401 1 -0.6734312415106384897001135 -0.8251305502896092436415643 0.9847021315557261678108603" Performance="26.73521307380466893732773 0.4687999999999999944932938 0.5128000000000000335731443 0.5128000000000000335731443 0.4687999999999999944932938 0.9317406143344709734677167 0 0.4687999999999999944932938 28.69383674221526803194138 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.8823529411764705621123994 -1 -0.8879915941701271853148114 -1 -1" Chromosome2="1 0.4588235294117646301259583 1 -0.7176470588235294156831401 1 -0.6713522768181826583244742 -0.8251305502896092436415643 1" Performance="26.54944190695598749130113 0.4699999999999999733546474 0.5128000000000000335731443 0.5128000000000000335731443 0.4699999999999999733546474 0.9293617021276595613343829 0 0.4699999999999999733546474 28.56739399329055473231165 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4412602441444385958924101 0.2941176470588235947190014 0.6578716986570039004789123 -0.9480444797953846425286883 -1 -1 -1 -0.7820606164180305963640194" Chromosome2="0.2955479391408047384892654 0.4274509803921568984463875 0.7968305189538152921713277 -0.7487345015995350294701893 0.9922034451989708569996651 1 0.9830429607795344582044095 -0.580985913391248498527375" Performance="27.58989514861504233067535 0.3931999999999999939603867 0.5128000000000000335731443 0.5128000000000000335731443 0.3931999999999999939603867 0.9674465920651068584490417 0 0.3931999999999999939603867 28.5182617571909418074938 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -0.7699431434195056489500075" Chromosome2="1 0.4274509803921568984463875 0.8588235294117647633527213 -0.7568627450980391913049061 1 1 -0.4785617400941645227518961 -0.5654161804410464675640924" Performance="27.37633388715027393800483 0.3795999999999999929833905 0.5128000000000000335731443 0.5128000000000000335731443 0.3795999999999999929833905 0.9704952581664910704617455 0 0.3795999999999999929833905 28.20862199664018277189825 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2651094890994937225414674 -1 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -1" Chromosome2="1 0.4096910245671501749065158 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 1" Performance="26.05136956801048953025202 0.4451999999999999846345133 0.5128000000000000335731443 0.5128000000000000335731443 0.4451999999999999846345133 0.9317160826594789169163846 0 0.4451999999999999846345133 27.96063098283092784868131 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -0.8431372549019607864906334" Chromosome2="1 1 0.7960784313725490779489746 -0.7176470588235294156831401 1 1 -0.6096331006098612004251436 -0.6235294117647058875775201" Performance="24.55211604747948328508755 0.4719999999999999751310042 0.5128000000000000335731443 0.5128000000000000335731443 0.4719999999999999751310042 0.906779661016949178886648 0 0.4719999999999999751310042 27.07616536077176760954899 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -1" Chromosome2="1 0.4588235294117646301259583 0.9751403996100028725990683 -0.6862745098039215729812668 1 -0.6941176470588235059011595 1 1" Performance="24.44141140081593732702459 0.4712000000000000077271523 0.5128000000000000335731443 0.5128000000000000335731443 0.4712000000000000077271523 0.9057724957555178812995678 0 0.4712000000000000077271523 26.98405119977616806181686 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2941176470588235947190014 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.3960784313725489447222117 1 -0.7568627450980391913049061 -0.9137254901960784048142727 -0.5921568627450980448756468 -0.8813742875962955469759663 1" Performance="26.10820268007803690579749 0.3463999999999999857003274 0.5128000000000000335731443 0.5128000000000000335731443 0.3463999999999999857003274 0.9699769053117782702244654 0 0.3463999999999999857003274 26.91631371541378570100278 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.654901960784313619257091 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.8980392156862745389744873" Chromosome2="1 0.4588235294117646301259583 0.8588235294117647633527213 -0.6862745098039215729812668 1 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="24.72464675681656132155695 0.4388000000000000233590924 0.5128000000000000335731443 0.5128000000000000335731443 0.4388000000000000233590924 0.9188696444849590028169928 0 0.4388000000000000233590924 26.90767608355929141339402 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2941176470588235947190014 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -1" Chromosome2="0.3176470588235293934786796 0.3960784313725489447222117 1 -0.7568627450980391913049061 -0.9137254901960784048142727 -0.5921568627450980448756468 1 1" Performance="25.95062048179452318663607 0.3472000000000000086153307 0.5128000000000000335731443 0.5128000000000000335731443 0.3472000000000000086153307 0.9677419354838709963928522 0 0.3472000000000000086153307 26.81564116452100776655243 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 0.2235294117647059763953621 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="0.4431372549019607642861729 0.4901960784313725838501341 1 -0.7568627450980391913049061 -0.9137254901960784048142727 1 -0.8967671963679378910327955 -0.5529411764705882692538808" Performance="25.49486868461666944085664 0.3744000000000000105693232 0.5128000000000000335731443 0.5128000000000000335731443 0.3744000000000000105693232 0.9508547008547008072554263 0 0.3744000000000000105693232 26.81258099865303634601332 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6313725490196078204974128 -0.8823529411764705621123994 -0.9921568627450980670801073 -1 -1 -0.8683315267633653355972001" Chromosome2="1 1 0.8588235294117647633527213 -0.7568627450980391913049061 -0.9137254901960784048142727 1 -0.6675007545882288839678154 -0.5413464298418685372027426" Performance="25.42223130219801774387633 0.3748000000000000220268248 0.5128000000000000335731443 0.5128000000000000335731443 0.3748000000000000220268248 0.9498399146211312649157321 0 0.3748000000000000220268248 26.76475362939274305063009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235294117647059763953621 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -0.9277513761146396475965048" Chromosome2="1 0.4901960784313725838501341 1 -0.7568627450980391913049061 -0.9137254901960784048142727 -0.5921568627450980448756468 1 -0.5830629688198627480488767" Performance="25.48408114533723178851687 0.3619999999999999884536805 0.5128000000000000335731443 0.5128000000000000335731443 0.3619999999999999884536805 0.9558011049723756924478835 0 0.3619999999999999884536805 26.66253576477479114714697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 -1 -0.8823529411764705621123994 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.199999999999999955591079 1 1 -0.7568627450980391913049061 -0.8344579929772879545168962 1 1 -0.5529411764705882692538808" Performance="24.17767053426857160047803 0.4408000000000000251354493 0.5128000000000000335731443 0.5128000000000000335731443 0.4408000000000000251354493 0.9119782214156080257794201 0 0.4408000000000000251354493 26.51123674503877225561155 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="18.60000000000000142108547">
<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">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2220290253035473448939285 -1 -0.9178212144943649342110348 -1 -0.8675595228316339557750325 -1 -0.8509803921568627194105261" Chromosome2="1 0.4971463117865135838968627 1 -0.7092740142916362788838569 1 -0.6977395083638511241730384 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="28.59417027589771009843389 0.4643999999999999794830785 0.5008000000000000229150032 0.5008000000000000229150032 0.4643999999999999794830785 0.9448751076658052916457109 0 0.4643999999999999794830785 30.26238075689812490054464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946040245634850673894789 0.2220290253035473448939285 -1 -0.9178212144943649342110348 -1 -0.893642736080183075486616 -1 -0.8509803921568627194105261" Chromosome2="0.9729273273373273411834816 0.4971463117865135838968627 1 -0.7092740142916362788838569 1 -0.6824119213818867768495124 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="28.24473885488636426543962 0.4828000000000000069277917 0.5008000000000000229150032 0.5008000000000000229150032 0.4828000000000000069277917 0.9353769676884838846220305 0 0.4828000000000000069277917 30.19610256673856696352232 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9946040245634850673894789 0.2220290253035473448939285 -0.9778493079089227713041055 -0.9178212144943649342110348 -1 -0.893642736080183075486616 -1 -0.8509803921568627194105261" Chromosome2="0.9729273273373273411834816 0.4971463117865135838968627 0.984338954776182939454543 -0.7092740142916362788838569 1 -0.6824119213818867768495124 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="28.24473885488636426543962 0.4828000000000000069277917 0.5008000000000000229150032 0.5008000000000000229150032 0.4828000000000000069277917 0.9353769676884838846220305 0 0.4828000000000000069277917 30.19610256673856696352232 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1865002370901618355958362 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="1 0.4922774164823656151135367 0.8588235294117647633527213 -0.7176470588235294156831401 -0.5628213090900362480795138 -0.7019607843137254388210522 -0.6709324093133794963961236 1" Performance="28.3892168041629098240719 0.457600000000000006750156 0.5008000000000000229150032 0.5008000000000000229150032 0.457600000000000006750156 0.9449300699300698935800824 0 0.457600000000000006750156 30.04372250135279287519552 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2157329910174559939317618 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.848832692507824893013435 -1 -0.8980392156862745389744873" Chromosome2="1 0.4530113137080608587403674 0.8588235294117647633527213 -0.7176470588235294156831401 1 -0.6761970036072668666093932 0.7978853077760764689330131 -0.5529411764705882692538808" Performance="28.10921048527974974717836 0.4567999999999999838351528 0.5008000000000000229150032 0.5008000000000000229150032 0.4567999999999999838351528 0.9422066549912434529900906 0 0.4567999999999999838351528 29.83338138865192590287734 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.9178212144943649342110348 -1 -0.8749831218318930847743786 -1 -0.8509803921568627194105261" Chromosome2="1 0.4823529411764706509302414 1 -0.7092740142916362788838569 0.9908230784349143505096436 -0.6898918984441249069305968 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="28.18277428855478916602806 0.4507999999999999785060822 0.5008000000000000229150032 0.5008000000000000229150032 0.4507999999999999785060822 0.9449866903283052899098493 0 0.4507999999999999785060822 29.82346161802933792728254 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9700927527710085929157913 0.2156862745098038214308644 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8420448304127416960795927 -1 -1" Chromosome2="1 0.4823529411764706509302414 0.8588235294117647633527213 -0.7176470588235294156831401 -0.5628213090900362480795138 -0.6821187864295115144130932 -0.6709324093133794963961236 1" Performance="28.09216638612244665296203 0.4563999999999999723776511 0.5008000000000000229150032 0.5008000000000000229150032 0.4563999999999999723776511 0.9421560035056967263855654 0 0.4563999999999999723776511 29.81689474099136205609284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9700927527710085929157913 0.2156862745098038214308644 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8420448304127416960795927 -1 -0.9899342121413120532125163" Chromosome2="1 0.4823529411764706509302414 0.8588235294117647633527213 -0.7176470588235294156831401 -0.5628213090900362480795138 -0.6821187864295115144130932 -0.6709324093133794963961236 0.9974406374188570234551321" Performance="28.09216638612244665296203 0.4563999999999999723776511 0.5008000000000000229150032 0.5008000000000000229150032 0.4563999999999999723776511 0.9421560035056967263855654 0 0.4563999999999999723776511 29.81689474099136205609284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.99362474855863380795995 0.6163058410581274682016328 -0.8823529411764705621123994 -1 -0.8779020548909175492013901 -1 -0.8980392156862745389744873" Chromosome2="1 0.9424722919033633461438626 0.9203049529179493370989462 -0.7176470588235294156831401 -0.8925255788134777157338817 -0.6153265311831209727344572 1 -0.5529411764705882692538808" Performance="27.74258855244070076651042 0.4727999999999999980460075 0.5008000000000000229150032 0.5008000000000000229150032 0.4727999999999999980460075 0.93316412859560071701992 0 0.4727999999999999980460075 29.72959172165449359681588 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.99362474855863380795995 0.6163058410581274682016328 -0.8823529411764705621123994 -1 -0.8779020548909175492013901 -1 -0.8980392156862745389744873" Chromosome2="0.9779681440442800077761376 0.9424722919033633461438626 0.9203049529179493370989462 -0.7176470588235294156831401 -0.8925255788134777157338817 -0.6153265311831209727344572 1 -0.5529411764705882692538808" Performance="27.74258855244070076651042 0.4727999999999999980460075 0.5008000000000000229150032 0.5008000000000000229150032 0.4727999999999999980460075 0.93316412859560071701992 0 0.4727999999999999980460075 29.72959172165449359681588 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8431372549019607864906334 -1 -0.9912142888254796835312277" Chromosome2="1 0.4823529411764706509302414 0.8588235294117647633527213 -0.7176470588235294156831401 -0.5628213090900362480795138 -0.7019607843137254388210522 -0.6709324093133794963961236 1" Performance="27.97480982852126984994356 0.4440000000000000057731597 0.5008000000000000229150032 0.5008000000000000229150032 0.4440000000000000057731597 0.9450450450450450512462908 0 0.4440000000000000057731597 29.60156235429800730685201 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3846771682441290085563423 -1 -0.9998202450224198400974274 -0.8823529411764705621123994 -0.9976648217980184085718065 -0.8431372549019607864906334 -1 -0.8509803921568627194105261" Chromosome2="0.4320760165460331148068462 1 0.9600744405179284512996674 -0.7176470588235294156831401 -0.6075745095909736992467742 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="28.47348921342878469431525 0.4116000000000000214050999 0.5008000000000000229150032 0.5008000000000000229150032 0.4116000000000000214050999 0.9620991253644315399640163 0 0.4116000000000000214050999 29.59517212183658330104663 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2526186995244784627701051 0.654901960784313619257091 -0.8823529411764705621123994 -0.9954840939933776722270409 -1 -1 -0.7934768701642987975830579" Chromosome2="1 0.4903206917183364765833176 0.7960784313725490779489746 -0.7176470588235294156831401 -0.5874899268308739763710946 1 1 -0.4869022175525395401685103" Performance="28.18446153294828349089585 0.3840000000000000079936058 0.5008000000000000229150032 0.5008000000000000229150032 0.3840000000000000079936058 0.9697916666666667184770745 0 0.3840000000000000079936058 29.06238783204119258130049 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3994443646764528343950929 -1 0.678431372549019640061374 -0.929065936922776614004249 -1 -0.8745098039215686291925067 -1 -1" Chromosome2="0.2667759670268781135860081 1 0.7960784313725490779489746 -0.7533767474423938015348767 1 -0.7019607843137254388210522 1 1" Performance="27.59186884763624547645122 0.4076000000000000178523862 0.5008000000000000229150032 0.5008000000000000229150032 0.4076000000000000178523862 0.9538763493621197353533603 0 0.4076000000000000178523862 28.92604357586557028980678 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -1 -0.8431372549019607864906334 -1 -0.8431372549019607864906334" Chromosome2="1 1 1 -0.7176470588235294156831401 0.9563407066662336086793061 -0.7019607843137254388210522 1 -0.6627450980392156631992862" Performance="27.40524347390103443444787 0.4192000000000000170530257 0.5008000000000000229150032 0.5008000000000000229150032 0.4192000000000000170530257 0.9475190839694656030900433 0 0.4192000000000000170530257 28.92315726147863585993036 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-0.98467356063149591438588 0.3310154273568623461976301 0.6313725490196078204974128 -2.942035999502926379989276 -1 -1 -1 -1" Chromosome2="1 0.5971790809043441283776588 0.8588235294117647633527213 2.192733632182370051566522 1 1 1 1" Performance="28.05103204056029397861494 0.3724000000000000087929664 0.4991999999999999770849968 0.5008000000000000229150032 0.3724000000000000087929664 0.9720730397422127078144172 0 0.3724000000000000087929664 28.85691804393550441432126 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9685884916947947731458157 0.2627450980392156409948257 0.654901960784313619257091 -0.9078728375863202026962995 -1 -0.9654566591812504539049655 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7130634026194712093982275 1 -0.6165069408763468317147272 1 1" Performance="27.39767765494823592575813 0.4012000000000000010658141 0.5008000000000000229150032 0.5008000000000000229150032 0.4012000000000000010658141 0.9541375872382851230923961 0 0.4012000000000000010658141 28.71459841997187112383472 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2510170717198338397047053 -1 -0.9051080951837739974052965 -0.9986892460900194112838335 -1 -1 -0.8980392156862745389744873" Chromosome2="0.9958952425846031575318307 0.4179138737793958169319808 1 -0.7494457456501070202747883 -0.755454837187540251264295 1 1 -0.5529411764705882692538808" Performance="26.70574177261052994936108 0.4395999999999999907629444 0.5008000000000000229150032 0.5008000000000000229150032 0.4395999999999999907629444 0.9326660600545950696727004 0 0.4395999999999999907629444 28.63376605668192453890697 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6862745098039215729812668 -0.9176042929066574593832684 -1 -0.8749831218318930847743786 -1 -0.8509803921568627194105261" Chromosome2="1 1 0.7882352941176471450290819 -0.6831036984303999748391334 1 -0.6898918984441249069305968 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="26.95505042342514556708011 0.4168000000000000038191672 0.5008000000000000229150032 0.5008000000000000229150032 0.4168000000000000038191672 0.94337811900191936853588 0 0.4168000000000000038191672 28.57290187305086703872803 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6862745098039215729812668 -0.9176042929066574593832684 -1 -0.8749831218318930847743786 -1 -0.8509803921568627194105261" Chromosome2="1 1 0.7882352941176471450290819 -0.6831036984303999748391334 0.9807305969031794301571381 -0.6898918984441249069305968 -0.8923662897957548301164366 -0.6627450980392156631992862" Performance="26.95505042342514556708011 0.4168000000000000038191672 0.5008000000000000229150032 0.5008000000000000229150032 0.4168000000000000038191672 0.94337811900191936853588 0 0.4168000000000000038191672 28.57290187305086703872803 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8461570521917047837945347 -1 -0.9113761866094769459323288" Chromosome2="0.2549019607843137080749329 1 1 -0.7176470588235294156831401 -0.8745098039215686291925067 -0.6897101881918406007798694 0.9852370424454824915372342 -0.5238622692703199801300684" Performance="27.47285989601605749044211 0.3784000000000000141220369 0.5008000000000000229150032 0.5008000000000000229150032 0.3784000000000000141220369 0.9640591966173361893055471 0 0.3784000000000000141220369 28.49706739213946349309481 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.9598477528484226084515285 -1 -0.9862050691309074412771452" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6348100837368786386605279 1 0.9925152777694166150723731" Performance="27.2412299758038614072575 0.3876000000000000000888178 0.5008000000000000229150032 0.5008000000000000229150032 0.3876000000000000000888178 0.9576883384932920462162542 0 0.3876000000000000000888178 28.4447756967176097475658 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.9654566591812504539049655 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6165069408763468317147272 1 1" Performance="27.16834821468832217306044 0.3880000000000000115463195 0.5008000000000000229150032 0.5008000000000000229150032 0.3880000000000000115463195 0.956701030927835094352929 0 0.3880000000000000115463195 28.39795018130136838863109 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.9654566591812504539049655 -1 -0.9862050691309074412771452" Chromosome2="0.9954571163689251989126205 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6165069408763468317147272 1 0.9925152777694166150723731" Performance="27.16834821468832217306044 0.3880000000000000115463195 0.5008000000000000229150032 0.5008000000000000229150032 0.3880000000000000115463195 0.956701030927835094352929 0 0.3880000000000000115463195 28.39795018130136838863109 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.6313725490196078204974128 -0.9109733339457913858794313 -1 -1 -1 -0.9912142888254796835312277" Chromosome2="1 0.4823529411764706509302414 0.8588235294117647633527213 -0.7416346402205612475810881 1 1 -0.6709324093133794963961236 1" Performance="25.27836539328714238195062 0.5220000000000000195399252 0.5008000000000000229150032 0.5008000000000000229150032 0.5220000000000000195399252 0.8927203065134099446709115 0 0.5220000000000000195399252 28.31610887402551313130061 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2510170717198338397047053 -1 -0.9171327151282725465009094 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="1 0.4179138737793958169319808 1 -0.7297354776643164564475796 -0.7591989901208994195869195 1 1 -0.5529411764705882692538808" Performance="26.00559705877187610667534 0.4547999999999999820587959 0.5008000000000000229150032 0.5008000000000000229150032 0.4547999999999999820587959 0.9199648197009674399637902 0 0.4547999999999999820587959 28.26803427899007914447793 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3594909793116481400154782 0.2549019607843137080749329 -0.9548566353482168533872709 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8453393055003223244270316 -1 -1" Chromosome2="0.4332870887806663517949346 0.4274509803921568984463875 1 -0.7411764705882353254651207 -0.7254901960784313486030328 -0.6930151091420394537934158 1 1" Performance="27.24718164219328642161599 0.3691999999999999726441047 0.5008000000000000229150032 0.5008000000000000229150032 0.3691999999999999726441047 0.9653304442036836352514229 0 0.3691999999999999726441047 28.22575606705320083733568 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2549019607843137080749329 -1 -0.9159613340878590692639705 -0.9921568627450980670801073 -0.8453393055003223244270316 -1 -1" Chromosome2="0.4352941176470588313662802 0.4274509803921568984463875 1 -0.707234710127171206650587 -0.7254901960784313486030328 -0.6930151091420394537934158 1 0.9700592851541081085287033" Performance="26.9516193041130449614684 0.3851999999999999868549594 0.5008000000000000229150032 0.5008000000000000229150032 0.3851999999999999868549594 0.9553478712357217350614746 0 0.3851999999999999868549594 28.21131455419658706773589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8431372549019607864906334 -1 -0.9113761866094769459323288" Chromosome2="0.2549019607843137080749329 1 1 -0.7176470588235294156831401 -0.8745098039215686291925067 -0.7019607843137254388210522 1 -0.5238622692703199801300684" Performance="27.23331373934916044277088 0.3668000000000000149213975 0.5008000000000000229150032 0.5008000000000000229150032 0.3668000000000000149213975 0.9661941112322791624933416 0 0.3668000000000000149213975 28.18617234648214520120746 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6862745098039215729812668 -0.9001973086383704414359386 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7882352941176471450290819 -0.7397340295130229170794678 -0.5764705882352940680135589 1 1 -0.5529411764705882692538808" Performance="26.91549493320899344439567 0.3844000000000000194511074 0.5008000000000000229150032 0.5008000000000000229150032 0.3844000000000000194511074 0.9552549427679500881893659 0 0.3844000000000000194511074 28.17624251722640593698088 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9685884916947947731458157 0.2627450980392156409948257 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6007341575340118255965649 0.9900254898027263106286 1" Performance="26.8069758769340396042935 0.3900000000000000133226763 0.5008000000000000229150032 0.5008000000000000229150032 0.3900000000000000133226763 0.9517948717948717662906688 0 0.3900000000000000133226763 28.16465676725289668524965 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.654901960784313619257091 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.5881244465343508087684654 0.9900254898027263106286 1" Performance="26.73530345504730831862616 0.3904000000000000247801779 0.5008000000000000229150032 0.5008000000000000229150032 0.3904000000000000247801779 0.9508196721311474863824742 0 0.3904000000000000247801779 28.11816397858423854927423 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2549019607843137080749329 -1 -0.8901960784313724950322921 -1 -0.8343298288212361857318911 -1 -1" Chromosome2="0.2313725490196079093152548 0.466666666666666563045851 1 -0.6862745098039215729812668 -0.8954588375036038883081346 -0.6823054727645740946684327 0.4620442303518454973954022 1" Performance="26.59414824813472932873992 0.3931999999999999939603867 0.5008000000000000229150032 0.5008000000000000229150032 0.3931999999999999939603867 0.9481180061037639550391987 0 0.3931999999999999939603867 28.04940743338673669882155 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.678431372549019640061374 -0.8823529411764705621123994 -1 -0.8352349544635954137206113 -1 -1" Chromosome2="1 0.466666666666666563045851 0.7960784313725490779489746 -0.7411764705882353254651207 -0.8726798290715498396252769 -0.6918272740092615835649781 1 1" Performance="26.81129649607872877936643 0.3595999999999999752198221 0.5008000000000000229150032 0.5008000000000000229150032 0.3595999999999999752198221 0.9644048943270300267016637 0 0.3595999999999999752198221 27.80087145325810382701093 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2647895749786174368622937 0.678431372549019640061374 -0.8823529411764705621123994 -1 -1 -1 -0.8431372549019607864906334" Chromosome2="0.2313725490196079093152548 0.4580691339137652473567641 0.7960784313725490779489746 -0.7411764705882353254651207 1 1 1 -0.6627450980392156631992862" Performance="26.08160420481132746317599 0.3820000000000000062172489 0.5008000000000000229150032 0.5008000000000000229150032 0.3820000000000000062172489 0.9465968586387434324791457 0 0.3820000000000000062172489 27.55302214114471226480418 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.8745098039215686291925067 -1 -0.8323710301429457780741927 -1 -1" Chromosome2="0.4352941176470588313662802 1 1 -0.7568627450980391913049061 1 -0.6944642776606766432223594 1 1" Performance="25.75676387075150941541324 0.3904000000000000247801779 0.5008000000000000229150032 0.5008000000000000229150032 0.3904000000000000247801779 0.939549180327868826978488 0 0.3904000000000000247801779 27.41396023757194555514616 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2549019607843137080749329 -1 -0.8901960784313724950322921 -1 -0.8305842573271047246663557 -1 -0.8955071121454238891601562" Chromosome2="0.2313725490196079093152548 0.466666666666666563045851 1 -0.6862745098039215729812668 -0.8954588375036038883081346 -0.6747988013902407322675003 0.4620442303518454973954022 1" Performance="25.76593120167942174703057 0.3751999999999999779731752 0.5008000000000000229150032 0.5008000000000000229150032 0.3751999999999999779731752 0.9456289978678038554704699 0 0.3751999999999999779731752 27.24739962477485732961213 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6862745098039215729812668 -0.8823529411764705621123994 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7882352941176471450290819 -0.7176470588235294156831401 -0.5764705882352940680135589 1 -0.8860471788039004925607856 -0.5529411764705882692538808" Performance="25.62230887944548030077385 0.3583999999999999963584685 0.5008000000000000229150032 0.5008000000000000229150032 0.3583999999999999963584685 0.9508928571428570952761561 0 0.3583999999999999963584685 26.94552670890041312645735 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6862745098039215729812668 -0.8823529411764705621123994 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="1 0.9855211707630328055174118 0.7882352941176471450290819 -0.7176470588235294156831401 -0.5764705882352940680135589 1 -0.8860471788039004925607856 -0.5529411764705882692538808" Performance="25.62230887944548030077385 0.3583999999999999963584685 0.5008000000000000229150032 0.5008000000000000229150032 0.3583999999999999963584685 0.9508928571428570952761561 0 0.3583999999999999963584685 26.94552670890041312645735 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9697304215425481821455378 -1 -1 -0.8745098039215686291925067 -1 -0.8745098039215686291925067 -1 -0.8039215686274510108688673" Chromosome2="1 1 1 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 -0.6627450980392156631992862" Performance="25.52607632206233745364443 0.3503999999999999892530411 0.5008000000000000229150032 0.5008000000000000229150032 0.3503999999999999892530411 0.9531963470319634312843959 0 0.3503999999999999892530411 26.77945252470252412990703 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2156862745098038214308644 0.6087006570953948925151167 -0.8745098039215686291925067 -1 -1 -1 -1" Chromosome2="0.2313725490196079093152548 0.4823529411764706509302414 0.8152174134245691039524218 -0.7411764705882353254651207 -0.8110035828503420196611273 1 1 1" Performance="24.88095690753295485819763 0.3904000000000000247801779 0.5008000000000000229150032 0.5008000000000000229150032 0.3904000000000000247801779 0.9293032786885245810637457 0 0.3904000000000000247801779 26.77377501846986262989958 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8745098039215686291925067 -1 -0.9323850180939131648827356 -1 -0.8431372549019607864906334" Chromosome2="1 1 1 -0.7568627450980391913049061 1 -0.5685401599649705373096253 -0.864140272861821490124612 -0.6627450980392156631992862" Performance="24.74290849496618704961293 0.394799999999999984279242 0.5008000000000000229150032 0.5008000000000000229150032 0.394799999999999984279242 0.9260385005065856489636644 0 0.394799999999999984279242 26.71909265266042154962634 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-1 -0.9685999732094978664775908 0.6163058410581274682016328 -0.8823529411764705621123994 -1 -0.887614579719418594905278 -1 -0.8980392156862745389744873" Chromosome2="1 0.955983390625093187864536 0.9203049529179493370989462 -0.7176470588235294156831401 -0.8925255788134777157338817 -0.629469045360486201268202 1 -0.6235294117647058875775201" Performance="23.02452113448592285749328 0.5360000000000000319744231 0.4991999999999999770849968 0.5008000000000000229150032 0.5360000000000000319744231 0.8634328358208954723451711 0 0.5360000000000000319744231 26.6662561108134319454166 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="18.94000000000000127897692">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235933378251721559415444 0.6802395466257087353056932 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="1 0.501415243538357868757771 0.7747604806133099319964685 -0.7176470588235294156831401 1 1 0.3907773798952500765579998 -0.6313725490196078204974128" Performance="29.54881834450816313619725 0.4132000000000000117239551 0.4904000000000000025757174 0.4904000000000000025757174 0.4132000000000000117239551 0.966118102613746421170049 0 0.4132000000000000117239551 30.58509954897488114511361 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235933378251721559415444 0.6802395466257087353056932 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="0.9895237671670975565518802 0.501415243538357868757771 0.7747604806133099319964685 -0.7176470588235294156831401 1 1 0.3907773798952500765579998 -0.6313725490196078204974128" Performance="29.54881834450816313619725 0.4132000000000000117239551 0.4904000000000000025757174 0.4904000000000000025757174 0.4132000000000000117239551 0.966118102613746421170049 0 0.4132000000000000117239551 30.58509954897488114511361 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2235933378251721559415444 0.6802395466257087353056932 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="1 0.501415243538357868757771 0.7747604806133099319964685 -0.7176470588235294156831401 0.9827929212358491595225019 0.9915750665261464646960121 0.3907773798952500765579998 -0.6313725490196078204974128" Performance="29.54881834450816313619725 0.4132000000000000117239551 0.4904000000000000025757174 0.4904000000000000025757174 0.4132000000000000117239551 0.966118102613746421170049 0 0.4132000000000000117239551 30.58509954897488114511361 0"/>
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<Rule Type="r" Prediction="0" Chromosome1="-1 -0.9813194607452648821066532 -2.708568914733064492139647 -2.854676531136939754418336 -1.662784670051554503089619 -1 -1.499725846707325560558388 -1" Chromosome2="1 1 -1.846447314992830657232048 2.13086046885017044161259 1.153875283704975274190474 1 1.074978258425334898262804 1" Performance="29.96410725693102250488664 0.3731999999999999761968184 0.5096000000000000529354338 0.4904000000000000025757174 0.3731999999999999761968184 1 0 0.3731999999999999761968184 29.96410725693102250488664 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6268276449179084330864953 -0.9015792483018905123515196 -1 -0.8745098039215686291925067 -1 -0.8352941176470588535707407" Chromosome2="1 1 0.7806193631157666290576458 -0.7384335394441878808180491 0.9400362952612340006197655 -0.6941176470588235059011595 0.9846955484244972467422485 -0.6156862745098039546576274" Performance="28.28964788484415748825995 0.4304000000000000047961635 0.4904000000000000025757174 0.4904000000000000025757174 0.4304000000000000047961635 0.9460966542750929297866946 0 0.4304000000000000047961635 29.90143528889225166267352 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="0.9990742083352345259683602 0.4901960784313725838501341 0.7960784313725490779489746 -0.7176470588235294156831401 -0.6836523039643311872026743 1 1 -0.6470588235294116863371983" Performance="28.2256468646379623521625 0.4328000000000000180300219 0.4904000000000000025757174 0.4904000000000000025757174 0.4328000000000000180300219 0.9445471349353049550501282 0 0.4328000000000000180300219 29.882729850820229700048 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 0.2817501332056023821692747 0.6627450980392157742215886 -0.8901960784313724950322921 -1 -0.9137254901960784048142727 -1 -0.8431372549019607864906334" Chromosome2="0.2470588235294117751550402 0.4105001003133798564981305 0.7647058823529411242247988 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="28.83488235155072487714278 0.3760000000000000008881784 0.4904000000000000025757174 0.4904000000000000025757174 0.3760000000000000008881784 0.9734042553191489810515691 0 0.3760000000000000008881784 29.62272066716686325094088 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9399038140545599162578583 0.6454104067621597717874238 -0.8823529411764705621123994 -1 -0.8745098039215686291925067 -1 -0.8352941176470588535707407" Chromosome2="1 0.9734298407565802335739136 0.777497816239873684729389 -0.733333333333333392545228 0.9400362952612340006197655 -0.6941176470588235059011595 1 -0.6156862745098039546576274" Performance="28.14638121031335415977992 0.4136000000000000231814568 0.4904000000000000025757174 0.4904000000000000025757174 0.4136000000000000231814568 0.9506769825918761629424125 0 0.4136000000000000231814568 29.60667158846796453985917 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9399038140545599162578583 0.6454104067621597717874238 -0.8823529411764705621123994 -1 -0.8745098039215686291925067 -1 -0.8352941176470588535707407" Chromosome2="0.9507078541339271104959607 0.9734298407565802335739136 0.777497816239873684729389 -0.733333333333333392545228 0.9400362952612340006197655 -0.6941176470588235059011595 1 -0.6156862745098039546576274" Performance="28.14638121031335415977992 0.4136000000000000231814568 0.4904000000000000025757174 0.4904000000000000025757174 0.4136000000000000231814568 0.9506769825918761629424125 0 0.4136000000000000231814568 29.60667158846796453985917 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2549019607843137080749329 0.6627450980392157742215886 -0.9313765011006490679434933 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4823529411764706509302414 0.7647058823529411242247988 -0.7310641593573724561494487 1 1 0.3907773798952500765579998 1" Performance="28.0008348023767545953433 0.4219999999999999862332345 0.4904000000000000025757174 0.4904000000000000025757174 0.4219999999999999862332345 0.9459715639810426512923414 0 0.4219999999999999862332345 29.60008087826400569042562 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.8801893690929692981583798 -1 -0.7862027743070227892019375" Chromosome2="1 1 0.7647058823529411242247988 -0.733333333333333392545228 0.9400362952612340006197655 -0.6823310131453237392662459 1 -0.6012224821309659628099098" Performance="28.59582565064571824109407 0.3811999999999999833022457 0.4904000000000000025757174 0.4904000000000000025757174 0.3811999999999999833022457 0.9685204616998950299944227 0 0.3811999999999999833022457 29.52526743777396589507589 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2679940470068703506356655 0.6705882352941177071414813 -0.8901960784313724950322921 -1 -1 -1 -0.8300845601833334308494727" Chromosome2="0.4352941176470588313662802 0.4806244512011338398949079 0.7647058823529411242247988 -0.733333333333333392545228 -0.7548492686804748608153659 1 0.9895837026280026593738626 -0.5953263666310342205889583" Performance="28.08485197490925600050105 0.4003999999999999781508109 0.4904000000000000025757174 0.4904000000000000025757174 0.4003999999999999781508109 0.9550449550449550129016529 0 0.4003999999999999781508109 29.40683768502527684063352 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6390865004117958214635564 -0.8901960784313724950322921 -1 -0.8461025360100561387710627 -1 -0.8104810780333638886574477" Chromosome2="1 1 0.8383694189524992790296665 -0.7176470588235294156831401 1 -0.6905404529932644974721256 1 -0.6338316607999945340168324" Performance="27.79948551123199251833285 0.4156000000000000249578136 0.4904000000000000025757174 0.4904000000000000025757174 0.4156000000000000249578136 0.9461020211742059426995866 0 0.4156000000000000249578136 29.38317949762974734539966 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2549019607843137080749329 0.6627450980392157742215886 -0.8901960784313724950322921 -1 -0.8976578316114020017479902 -1 -1" Chromosome2="0.4352941176470588313662802 0.4901960784313725838501341 0.7647058823529411242247988 -0.7176470588235294156831401 1 -0.6670164770486123329007455 1 1" Performance="27.97548783402609728909738 0.39400000000000001687539 0.4904000000000000025757174 0.4904000000000000025757174 0.39400000000000001687539 0.956345177664974621656313 0 0.39400000000000001687539 29.25250054831816015621371 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.6705882352941177071414813 -0.8901960784313724950322921 -1.662784670051554503089619 -1.134812251508649394438066 -1.499725846707325560558388 -1" Chromosome2="1 0.4901960784313725838501341 0.7647058823529411242247988 -0.7176470588235294156831401 1.153875283704975274190474 0.6826542430606347133803524 1.074978258425334898262804 1" Performance="27.43057776225800381553199 0.4208000000000000073718809 0.4904000000000000025757174 0.4904000000000000025757174 0.4208000000000000073718809 0.9401140684410645986801569 0 0.4208000000000000073718809 29.17792498068293483015623 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2292532859203993411689737 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.837822456819354188795046" Chromosome2="1 0.4889430376967907054819307 0.7647058823529411242247988 -0.7568627450980391913049061 1 -0.6941176470588235059011595 1 -0.6147797862961656978342262" Performance="28.12530458459405124926889 0.3708000000000000184741111 0.4904000000000000025757174 0.4904000000000000025757174 0.3708000000000000184741111 0.9676375404530744850362112 0 0.3708000000000000184741111 29.06595022287478613520761 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.231863240279616411587682 -1 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334" Chromosome2="1 0.4852584936157248174382062 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 0.9886366890140754204452378 -0.5529411764705882692538808" Performance="26.97675588805766722089174 0.4404000000000000136779477 0.4904000000000000025757174 0.4904000000000000025757174 0.4404000000000000136779477 0.9282470481380563631645941 0 0.4404000000000000136779477 29.06204328057875585500369 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 -1 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="1 0.4901960784313725838501341 1 -0.7176470588235294156831401 -0.6836523039643311872026743 1 1 -0.6470588235294116863371983" Performance="26.91263891566449828474106 0.4408000000000000251354493 0.4904000000000000025757174 0.4904000000000000025757174 0.4408000000000000251354493 0.9274047186932848907403582 0 0.4408000000000000251354493 29.01930341004136693072724 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2705882352941175739147184 0.6627450980392157742215886 -0.8908350236500561791785913 -1 -1 -1 -0.9931403659848552223365914" Chromosome2="0.4352941176470588313662802 0.4823529411764706509302414 0.7647058823529411242247988 -0.7303079701091018671732513 1 1 1 0.9884661489984754023652158" Performance="27.23824472334664292816342 0.4052000000000000046185278 0.4904000000000000025757174 0.4904000000000000025757174 0.4052000000000000046185278 0.9437314906219150811850227 0 0.4052000000000000046185278 28.86228232714450925300298 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2460180104516844490358807 -1 -0.8901960784313724950322921 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334" Chromosome2="1 0.460104974269479105597469 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="26.85901282696305969466266 0.4232000000000000206057393 0.4904000000000000025757174 0.4904000000000000025757174 0.4232000000000000206057393 0.9328922495274102333340238 0 0.4232000000000000206057393 28.79112013265138259043852 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2549019607843137080749329 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -1 -1 -0.7882352941176470340067794" Chromosome2="1 0.4901960784313725838501341 0.7960784313725490779489746 -0.7176470588235294156831401 -0.9122192588068690488611878 1 1 -0.6313725490196078204974128" Performance="27.37094741671036857155741 0.3827999999999999736211009 0.4904000000000000025757174 0.4904000000000000025757174 0.3827999999999999736211009 0.9540229885057470715636896 0 0.3827999999999999736211009 28.69002921992532861850123 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2941176470588235947190014 0.6862745098039215729812668 -0.8993375274245543060658292 -1 -1 -1 -0.8686810105966003003885589" Chromosome2="1 0.4745098039215687180103487 0.7568627450980391913049061 -0.7341753992310011689426119 1 1 1 -0.6141151185233003628738402" Performance="27.50618296383772687363489 0.3655999999999999805488926 0.4904000000000000025757174 0.4904000000000000025757174 0.3655999999999999805488926 0.9628008752735229824892826 0 0.3655999999999999805488926 28.56892185107691162215815 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3528834732787872741077706 -1 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -0.8509803921568627194105261 -1 -0.7882352941176470340067794" Chromosome2="0.4277570537644376225117071 1 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.6313725490196078204974128" Performance="27.36448945470848670424857 0.3563999999999999945821116 0.4904000000000000025757174 0.4904000000000000025757174 0.3563999999999999945821116 0.9652076318742985883147867 0 0.3563999999999999945821116 28.35088384202937206168826 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3728126725699979493455771 0.2549019607843137080749329 0.6919518254108341093200352 -1 -1.662784670051554503089619 -0.9137254901960784048142727 -1 -0.8352941176470588535707407" Chromosome2="0.4090273443912227913088486 0.4901960784313725838501341 0.7609076827516713104060386 1 1.153875283704975274190474 -0.6941176470588235059011595 1 -0.6156862745098039546576274" Performance="25.69711628323787167005321 0.4092000000000000081712415 0.4904000000000000025757174 0.4904000000000000025757174 0.4092000000000000081712415 0.9247311827956988805610195 0 0.4092000000000000081712415 27.78874202722235153828478 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 0.2549019607843137080749329 -1 -0.8901960784313724950322921 -1 -0.9137254901960784048142727 -1 -0.773868083698039721518569" Chromosome2="0.3490196078431373472028554 0.4901960784313725838501341 1 -0.7176470588235294156831401 -0.7734768032162346873548131 -0.6941176470588235059011595 1 -0.642694084244673558004024" Performance="26.68041052229711240784127 0.343999999999999972466469 0.4904000000000000025757174 0.4904000000000000025757174 0.343999999999999972466469 0.9627906976744186051675456 0 0.343999999999999972466469 27.71153749900424756447137 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2704373027148621044801757 -1 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4622925661700652555374802 1 -0.733333333333333392545228 -0.856887091551103430298042 1 0.9704159778574931172201445 1" Performance="24.83879883295985280255991 0.4464000000000000190070182 0.4904000000000000025757174 0.4904000000000000025757174 0.4464000000000000190070182 0.902329749103942702070924 0 0.4464000000000000190070182 27.52740764407467111141159 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2704373027148621044801757 -1 -0.8901960784313724950322921 -1 -1 -1 -0.994116612234489660515635" Chromosome2="0.4352941176470588313662802 0.4622925661700652555374802 1 -0.733333333333333392545228 -0.856887091551103430298042 1 0.9704159778574931172201445 1" Performance="24.83879883295985280255991 0.4464000000000000190070182 0.4904000000000000025757174 0.4904000000000000025757174 0.4464000000000000190070182 0.902329749103942702070924 0 0.4464000000000000190070182 27.52740764407467111141159 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.6040344615339063860659508 -0.9112865780896155509793743 -1 -1 -1 -0.8352941176470588535707407" Chromosome2="0.2470588235294117751550402 1 0.7689195689179150194902945 -0.7656867178453209410449176 0.9925500780932212663287828 1 1 -0.6156862745098039546576274" Performance="26.09827526651935869494991 0.3499999999999999777955395 0.4904000000000000025757174 0.4904000000000000025757174 0.3499999999999999777955395 0.9531428571428571805412844 0 0.3499999999999999777955395 27.38128400264320916335237 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.692668709955817418766344 -0.8901960784313724950322921 -1 -0.8509803921568627194105261 -1 -1" Chromosome2="1 1 0.8322651425274272263266084 -0.733333333333333392545228 1 -0.7019607843137254388210522 -0.8930224541170160845737769 1" Performance="25.11435140379246178099493 0.377199999999999979749532 0.4904000000000000025757174 0.4904000000000000025757174 0.377199999999999979749532 0.9300106044538706262514438 0 0.377199999999999979749532 27.00437100772667164960694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9699709139697786364209264 0.692668709955817418766344 -0.8901960784313724950322921 -1 -0.8509803921568627194105261 -1 -1" Chromosome2="1 0.9676369713685873952258021 0.8322651425274272263266084 -0.733333333333333392545228 1 -0.7019607843137254388210522 -0.8930224541170160845737769 1" Performance="25.11435140379246178099493 0.377199999999999979749532 0.4904000000000000025757174 0.4904000000000000025757174 0.377199999999999979749532 0.9300106044538706262514438 0 0.377199999999999979749532 27.00437100772667164960694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9820400276295249142322064 -0.9699709139697786364209264 0.692668709955817418766344 -0.8901960784313724950322921 -1 -0.8509803921568627194105261 -1 -1" Chromosome2="1 0.9676369713685873952258021 0.8322651425274272263266084 -0.733333333333333392545228 1 -0.7019607843137254388210522 -0.8930224541170160845737769 1" Performance="25.11435140379246178099493 0.377199999999999979749532 0.4904000000000000025757174 0.4904000000000000025757174 0.377199999999999979749532 0.9300106044538706262514438 0 0.377199999999999979749532 27.00437100772667164960694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.692668709955817418766344 -0.8901960784313724950322921 -1 -0.8509803921568627194105261 -1 -1" Chromosome2="0.9970985289352635172477335 1 0.8322651425274272263266084 -0.733333333333333392545228 1 -0.7019607843137254388210522 -0.8930224541170160845737769 1" Performance="25.11435140379246178099493 0.377199999999999979749532 0.4904000000000000025757174 0.4904000000000000025757174 0.377199999999999979749532 0.9300106044538706262514438 0 0.377199999999999979749532 27.00437100772667164960694 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2564842090759353321338665 -1 -0.8823529411764705621123994 -1 -0.8745098039215686291925067 -1 -1" Chromosome2="0.4352941176470588313662802 0.4985408525658296952087767 1 -0.733333333333333392545228 1 -0.6941176470588235059011595 1 1" Performance="24.2723193098473224438294 0.4328000000000000180300219 0.4904000000000000025757174 0.4904000000000000025757174 0.4328000000000000180300219 0.9001848428835489412946913 0 0.4328000000000000180300219 26.96370584523080538019713 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2941176470588235947190014 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.7882352941176470340067794" Chromosome2="1 0.4039215686274508776421044 1 -0.7568627450980391913049061 0.9796749739034567028284073 -0.6941176470588235059011595 1 -0.6313725490196078204974128" Performance="25.94918171694247632785846 0.322799999999999975841547 0.4904000000000000025757174 0.4904000000000000025757174 0.322799999999999975841547 0.9640644361833953235318972 0 0.322799999999999975841547 26.91643913312670832738149 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2705882352941175739147184 -1 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4745098039215687180103487 1 -0.733333333333333392545228 -0.8289467370849760152751173 1 1 1" Performance="23.84151772479101083490605 0.4531999999999999917399407 0.4904000000000000025757174 0.4904000000000000025757174 0.4531999999999999917399407 0.8887908208296557699412688 0 0.4531999999999999917399407 26.82466691379167400555161 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2705882352941175739147184 -0.9157219920307397842407227 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4745098039215687180103487 0.9451519240935644106116342 -0.733333333333333392545228 -0.8289467370849760152751173 1 1 1" Performance="23.84151772479101083490605 0.4531999999999999917399407 0.4904000000000000025757174 0.4904000000000000025757174 0.4531999999999999917399407 0.8887908208296557699412688 0 0.4531999999999999917399407 26.82466691379167400555161 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2705882352941175739147184 -1 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.4352941176470588313662802 0.4745098039215687180103487 1 -0.733333333333333392545228 -0.8289467370849760152751173 1 1 0.9617410581992116291871753" Performance="23.84151772479101083490605 0.4531999999999999917399407 0.4904000000000000025757174 0.4904000000000000025757174 0.4531999999999999917399407 0.8887908208296557699412688 0 0.4531999999999999917399407 26.82466691379167400555161 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2941176470588235947190014 0.6020162714718311214312507 -1 -1 -0.8509803921568627194105261 -1 -0.7882352941176470340067794" Chromosome2="1 0.4745098039215687180103487 0.8014590726117428731711811 1 1 -0.6941176470588235059011595 1 -0.6313725490196078204974128" Performance="24.70928728169705834716297 0.3744000000000000105693232 0.4904000000000000025757174 0.4904000000000000025757174 0.3744000000000000105693232 0.9262820512820513219054419 0 0.3744000000000000105693232 26.67577035255876083397197 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2941176470588235947190014 0.6020162714718311214312507 -1 -1 -0.8509803921568627194105261 -1 -0.7882352941176470340067794" Chromosome2="0.9984435931994364299413292 0.4745098039215687180103487 0.8014590726117428731711811 1 1 -0.6941176470588235059011595 1 -0.6313725490196078204974128" Performance="24.70928728169705834716297 0.3744000000000000105693232 0.4904000000000000025757174 0.4904000000000000025757174 0.3744000000000000105693232 0.9262820512820513219054419 0 0.3744000000000000105693232 26.67577035255876083397197 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2576158863898911355327925 0.2941176470588235947190014 0.6313725490196078204974128 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.3482196047459215626496132 0.4039215686274508776421044 0.7960784313725490779489746 -0.7176470588235294156831401 1 1 1 1" Performance="24.30275701460897153083351 0.3996000000000000107469589 0.4904000000000000025757174 0.4904000000000000025757174 0.3996000000000000107469589 0.9119119119119118987981665 0 0.3996000000000000107469589 26.65033398199161851493955 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3803921568627450788824262 0.2941176470588235947190014 0.6862745098039215729812668 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="0.4352941176470588313662802 0.4039215686274508776421044 0.7568627450980391913049061 -0.733333333333333392545228 -0.9154073708873904369198726 -0.6941176470588235059011595 1 1" Performance="26.05907495507360138731201 0.2975999999999999756639113 0.4904000000000000025757174 0.4904000000000000025757174 0.2975999999999999756639113 0.9784946236559139975952348 0 0.2975999999999999756639113 26.6318018771631308538872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9593741519595769817740916 0.2705882352941175739147184 0.6627450980392157742215886 -0.8901960784313724950322921 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4745098039215687180103487 0.7647058823529411242247988 -0.733333333333333392545228 0.9786461913177082472259372 -0.6941176470588235059011595 -0.9317580601699602116383403 1" Performance="25.48486492905457723168183 0.3256000000000000005329071 0.4904000000000000025757174 0.4904000000000000025757174 0.3256000000000000005329071 0.9570024570024570076398618 0 0.3256000000000000005329071 26.62988453433944258108568 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1294117647058823372674397 -1 0.6313725490196078204974128 -0.9112865780896155509793743 -1 -1 -1 -0.8352941176470588535707407" Chromosome2="0.2470588235294117751550402 1 0.7960784313725490779489746 -0.7656867178453209410449176 1 1 1 -0.6156862745098039546576274" Performance="24.68918722250913333482458 0.3575999999999999734434653 0.4904000000000000025757174 0.4904000000000000025757174 0.3575999999999999734434653 0.9328859060402684422186326 0 0.3575999999999999734434653 26.46538774211410682823953 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="19.92999999999999971578291">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="103" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.4228264340916935148939615 -0.9232693633064628091489112 -0.9593859107910909234107066 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -0.860625981515547922029441" Chromosome2="0.2797440614217386323225867 1 1 -0.7568627450980391913049061 1 -0.6941176470588235059011595 1 -0.5399658115266821045707957" Performance="28.90464408270321783334111 0.4716000000000000191846539 0.4932000000000000272670775 0.4932000000000000272670775 0.4716000000000000191846539 0.9406276505513146979353678 0 0.4716000000000000191846539 30.72910313210738664224664 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3380140122992468243445785 -1 -1 -0.8823529411764705621123994 -0.9969489061959871945006739 -0.9137254901960784048142727 -1 -0.8980392156862745389744873" Chromosome2="0.2174748062131416359576974 0.99487375444363035370543 1 -0.7411764705882353254651207 0.9859751549941536685750521 -0.6941176470588235059011595 -0.9170205591723125104763881 -0.5529411764705882692538808" Performance="28.87665675433893852641631 0.4440000000000000057731597 0.4932000000000000272670775 0.4932000000000000272670775 0.4440000000000000057731597 0.9495495495495495097415528 0 0.4440000000000000057731597 30.41090037696036318948245 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 0.6438951446057062932837312 -0.8823529411764705621123994 -1 -0.924746522553795857746195 -1 -1" Chromosome2="0.2470588235294117751550402 1 0.8487253717337588376778967 -0.7411764705882353254651207 -0.9117648617378162345659121 -0.5922854571289905001307829 -0.8116862957237982456604186 1" Performance="28.67448025932193189646568 0.4547999999999999820587959 0.4932000000000000272670775 0.4932000000000000272670775 0.4547999999999999820587959 0.9437115215479331409298425 0 0.4547999999999999820587959 30.38479408653218882818692 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.988153237192069822114604 0.6470034788424107174975575 -0.8882084363596696174880663 -1.446119021788853764576288 -1 -1 -1" Chromosome2="1 1 0.7859014452639269121547727 -0.7587058852992806246007262 1.016553670452948532343385 -0.6260706958598365456936108 0.989442196674644947052002 1" Performance="28.28877279354493978758001 0.4647999999999999909405801 0.4932000000000000272670775 0.4932000000000000272670775 0.4647999999999999909405801 0.9363166953528399005790561 0 0.4647999999999999909405801 30.21282535487060627588107 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 0.6106476209903628493691485 -0.8823529411764705621123994 -1 -0.9157087776742103280014362 -1 -0.8980392156862745389744873" Chromosome2="0.3176470588235293934786796 1 0.8487482804521768731120801 -0.7411764705882353254651207 1 -0.5975337278440732147188896 -0.9427688732775220126214322 -0.5529411764705882692538808" Performance="28.3271117443743634112252 0.4544000000000000261124455 0.4932000000000000272670775 0.4932000000000000272670775 0.4544000000000000261124455 0.9401408450704225039373796 0 0.4544000000000000261124455 30.13071061948434348209958 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -0.9965179276232626337517218 0.6106476209903628493691485 -0.8823529411764705621123994 -1 -0.9157087776742103280014362 -1 -0.8980392156862745389744873" Chromosome2="0.3176470588235293934786796 0.9943851309408452410210089 0.8487482804521768731120801 -0.7411764705882353254651207 1 -0.5975337278440732147188896 -0.9427688732775220126214322 -0.5529411764705882692538808" Performance="28.3271117443743634112252 0.4544000000000000261124455 0.4932000000000000272670775 0.4932000000000000272670775 0.4544000000000000261124455 0.9401408450704225039373796 0 0.4544000000000000261124455 30.13071061948434348209958 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3466082716967221477588623 -1 -1 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -0.8824304643527018932047667" Chromosome2="0.2240448673480094354815151 1 1 -0.7411764705882353254651207 0.9661844681869161677312263 -0.6941176470588235059011595 -0.9088056091967897653915998 -0.530921021245300495117192" Performance="28.34474971853154201539837 0.4471999999999999864108702 0.4932000000000000272670775 0.4932000000000000272670775 0.4471999999999999864108702 0.942754919499105503710723 0 0.4471999999999999864108702 30.06587304109892500036949 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6473628975814003094768623 -0.8823529411764705621123994 -1 -1 -1 -0.8352941176470588535707407" Chromosome2="1 1 0.7859289753575606773949858 -0.7411764705882353254651207 1 1 -0.9265366262353440518495518 -0.6156862745098039546576274" Performance="28.08103313790996935495059 0.4315999999999999836575171 0.4932000000000000272670775 0.4932000000000000272670775 0.4315999999999999836575171 0.9453197405004634124026097 0 0.4315999999999999836575171 29.70532819196554541463229 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9748967953824571042176217 0.2156862745098038214308644 -0.9896040025135773854358945 -0.8825169307787081862670675 -1.446119021788853764576288 -1.134288626738294114559835 -1 -0.7979358525134546686885528" Chromosome2="0.8999857641756534576416016 0.4039215686274508776421044 1 -0.7544322876428158908268529 1.016553670452948532343385 0.6922115184496299145067155 1 -0.6136125174550171035292578" Performance="28.07222362977028851105388 0.4255999999999999783284466 0.4932000000000000272670775 0.4932000000000000272670775 0.4255999999999999783284466 0.9473684210526315263578567 0 0.4255999999999999783284466 29.63179160920197219297734 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6332075648095782938185039 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 1 0.7845534696615407144193455 -0.7411764705882353254651207 1 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="27.35101774683858621983745 0.4707999999999999962696506 0.4932000000000000272670775 0.4932000000000000272670775 0.4707999999999999962696506 0.9243840271877654668486457 0 0.4707999999999999962696506 29.58837122061490632063396 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9809879242804728782800794 0.6332075648095782938185039 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 0.9826422163750976324081421 0.7845534696615407144193455 -0.7411764705882353254651207 1 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="27.35101774683858621983745 0.4707999999999999962696506 0.4932000000000000272670775 0.4932000000000000272670775 0.4707999999999999962696506 0.9243840271877654668486457 0 0.4707999999999999962696506 29.58837122061490632063396 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6332075648095782938185039 -0.8823529411764705621123994 -1 -1 -1 -0.9799567004076287224378916" Chromosome2="1 1 0.7845534696615407144193455 -0.7411764705882353254651207 1 -0.6558690459523144333786604 0.989442196674644947052002 0.9756315699719553258262295" Performance="27.35101774683858621983745 0.4707999999999999962696506 0.4932000000000000272670775 0.4932000000000000272670775 0.4707999999999999962696506 0.9243840271877654668486457 0 0.4707999999999999962696506 29.58837122061490632063396 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9809879242804728782800794 0.6332075648095782938185039 -0.8823529411764705621123994 -1 -1 -1 -0.9937149828977205334723521" Chromosome2="1 0.9826422163750976324081421 0.7845534696615407144193455 -0.7411764705882353254651207 1 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="27.35101774683858621983745 0.4707999999999999962696506 0.4932000000000000272670775 0.4932000000000000272670775 0.4707999999999999962696506 0.9243840271877654668486457 0 0.4707999999999999962696506 29.58837122061490632063396 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9856956252621279501724416 -1 0.6332075648095782938185039 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 1 0.7845534696615407144193455 -0.7411764705882353254651207 1 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="27.35101774683858621983745 0.4707999999999999962696506 0.4932000000000000272670775 0.4932000000000000272670775 0.4707999999999999962696506 0.9243840271877654668486457 0 0.4707999999999999962696506 29.58837122061490632063396 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2451990229048374991815962 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -1 -1 -0.7970144280854332130559214" Chromosome2="0.2470588235294117751550402 0.426564274688255418155336 0.7960784313725490779489746 -0.7568627450980391913049061 1 1 1 -0.5710262240651683418590778" Performance="28.29446502766029780673307 0.394799999999999984279242 0.4932000000000000272670775 0.4932000000000000272670775 0.394799999999999984279242 0.9614994934143870075615723 0 0.394799999999999984279242 29.42743623003236663748794 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2451990229048374991815962 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -1 -1 -0.7970144280854332130559214" Chromosome2="0.2470588235294117751550402 0.426564274688255418155336 0.7960784313725490779489746 -0.7568627450980391913049061 1 1 0.9941240199680986266983496 -0.5710262240651683418590778" Performance="28.29446502766029780673307 0.394799999999999984279242 0.4932000000000000272670775 0.4932000000000000272670775 0.394799999999999984279242 0.9614994934143870075615723 0 0.394799999999999984279242 29.42743623003236663748794 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9748967953824571042176217 0.2156862745098038214308644 -1 -0.8823529411764705621123994 -1.446119021788853764576288 -1.134288626738294114559835 -1 -0.7979358525134546686885528" Chromosome2="0.8999857641756534576416016 0.4039215686274508776421044 1 -0.7411764705882353254651207 1.016553670452948532343385 0.6922115184496299145067155 1 -0.6136125174550171035292578" Performance="27.55790941443259711718383 0.4388000000000000233590924 0.4932000000000000272670775 0.4932000000000000272670775 0.4388000000000000233590924 0.937101185050136731291559 0 0.4388000000000000233590924 29.40761345100443335809359 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -0.8980392156862745389744873" Chromosome2="0.2470588235294117751550402 1 1 -0.7568627450980391913049061 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="27.08709868310281621006652 0.4683999999999999830357922 0.4932000000000000272670775 0.4932000000000000272670775 0.4683999999999999830357922 0.9222886421861656858212086 0 0.4683999999999999830357922 29.36943755362351637927532 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -0.9991544180150543352780801 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -0.8980392156862745389744873" Chromosome2="0.2470588235294117751550402 1 0.9792705270860876387573057 -0.7568627450980391913049061 1 -0.6941176470588235059011595 1 -0.5529411764705882692538808" Performance="27.08709868310281621006652 0.4683999999999999830357922 0.4932000000000000272670775 0.4932000000000000272670775 0.4683999999999999830357922 0.9222886421861656858212086 0 0.4683999999999999830357922 29.36943755362351637927532 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -0.974737521012624119620682 0.6321866807515968966768583 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9485565684202286185211506 -1 -0.9563650641718814959801875" Chromosome2="0.2470588235294117751550402 0.9676923496959110027049178 0.8601861023474668410671029 -0.7411764705882353254651207 -0.90588235294117647189438 -0.5797768423847686758421105 -0.8116862957237982456604186 0.9403174502839302117962461" Performance="27.72830661969470256167369 0.4139999999999999791278071 0.4932000000000000272670775 0.4932000000000000272670775 0.4139999999999999791278071 0.947826086956521707271861 0 0.4139999999999999791278071 29.2546354244485407036791 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.956490108414607909104177 -1 -0.891716123177735298099833 -0.9921568627450980670801073 -0.8632718317795033957651185 -1 -0.8980392156862745389744873" Chromosome2="1 0.9671716676915392829627649 1 -0.7616744085254854024213955 -0.90588235294117647189438 -0.6732373143783678681728588 1 -0.5529411764705882692538808" Performance="28.42745403167351625484116 0.372800000000000020250468 0.4932000000000000272670775 0.4932000000000000272670775 0.372800000000000020250468 0.9721030042918454849854015 0 0.372800000000000020250468 29.24325293324472241351941 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8621089303795057556811798 -1 -0.8980392156862745389744873" Chromosome2="0.9656396629072205861632483 1 0.9860861523542553408461231 -0.7568627450980391913049061 -0.90588235294117647189438 -0.6981908060669760329730593 1 -0.5529411764705882692538808" Performance="28.19696396527981008262032 0.3739999999999999991118216 0.4932000000000000272670775 0.4932000000000000272670775 0.3739999999999999991118216 0.9689839572192513461601493 0 0.3739999999999999991118216 29.09951579198302695772327 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9881577313478503432619959 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.8823529411764705621123994 -1 -0.8980392156862745389744873" Chromosome2="1 1 0.7960784313725490779489746 -0.7568627450980391913049061 1 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="27.33841108382791063036166 0.418800000000000005595524 0.4932000000000000272670775 0.4932000000000000272670775 0.418800000000000005595524 0.9417382999044889846373962 0 0.418800000000000005595524 29.02973266203633073700985 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -0.9952578170219521513928385 -0.8716446725625534019954443 -1 -0.8980392156862745389744873" Chromosome2="1 1 1 -0.7568627450980391913049061 -0.8993766820221826829850897 -0.6994412344053428931545113 1 -0.5529411764705882692538808" Performance="27.80564230950609783121763 0.3900000000000000133226763 0.4932000000000000272670775 0.4932000000000000272670775 0.3900000000000000133226763 0.9579487179487179426828902 0 0.3900000000000000133226763 29.02623260360647350353247 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8596503219821236552178334 0.1390194945092149414467286 0.488013877780511473591929 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 0.5837765944025971043274126 0.8369345626941349092220435 -0.7568627450980391913049061 1 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="25.87098164004621381195648 0.5308000000000000495603558 0.4932000000000000272670775 0.4932000000000000272670775 0.5308000000000000495603558 0.891484551620195908583355 0 0.5308000000000000495603558 29.02011211863172235325692 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8716446725625534019954443 -1 -0.8980392156862745389744873" Chromosome2="0.9656396629072205861632483 1 1 -0.7568627450980391913049061 -0.90588235294117647189438 -0.6994412344053428931545113 1 -0.5529411764705882692538808" Performance="28.04441162931807696168107 0.3748000000000000220268248 0.4932000000000000272670775 0.4932000000000000272670775 0.3748000000000000220268248 0.9669156883671291558002281 0 0.3748000000000000220268248 29.00398862767222851744009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -1 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8716446725625534019954443 -1 -1" Chromosome2="0.3176470588235293934786796 1 1 -0.7568627450980391913049061 -0.90588235294117647189438 -0.6994412344053428931545113 0.9802338055493992063915698 1" Performance="28.04441162931807696168107 0.3748000000000000220268248 0.4932000000000000272670775 0.4932000000000000272670775 0.3748000000000000220268248 0.9669156883671291558002281 0 0.3748000000000000220268248 29.00398862767222851744009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4509803921568626972060656 -0.9958337230705901488292398 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8716446725625534019954443 -1 -1" Chromosome2="0.3176470588235293934786796 1 1 -0.7568627450980391913049061 -0.90588235294117647189438 -0.6994412344053428931545113 0.9802338055493992063915698 1" Performance="28.04441162931807696168107 0.3748000000000000220268248 0.4932000000000000272670775 0.4932000000000000272670775 0.3748000000000000220268248 0.9669156883671291558002281 0 0.3748000000000000220268248 29.00398862767222851744009 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4588235294117646301259583 0.8588235294117647633527213 -0.6862745098039215729812668 0.9745716575533152070676124 -0.6941176470588235059011595 1 1" Performance="25.97645420721867282054518 0.5151999999999999912958515 0.4932000000000000272670775 0.4932000000000000272670775 0.5151999999999999912958515 0.8967391304347825942144823 0 0.5151999999999999912958515 28.96768226744385543725002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9912790577285565118970112 0.2156862745098038214308644 0.6313725490196078204974128 -0.8823529411764705621123994 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="0.978488140545048512564108 0.4588235294117646301259583 0.8588235294117647633527213 -0.6862745098039215729812668 0.9745716575533152070676124 -0.6941176470588235059011595 1 1" Performance="25.97645420721867282054518 0.5151999999999999912958515 0.4932000000000000272670775 0.4932000000000000272670775 0.5151999999999999912958515 0.8967391304347825942144823 0 0.5151999999999999912958515 28.96768226744385543725002 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.956490108414607909104177 -0.9470056384477926192388963 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8745098039215686291925067 -1 -0.8980392156862745389744873" Chromosome2="1 0.9671716676915392829627649 0.9233704892027637667339945 -0.7568627450980391913049061 -0.90588235294117647189438 -0.7019607843137254388210522 1 -0.5529411764705882692538808" Performance="27.96846521492961556987211 0.3751999999999999779731752 0.4932000000000000272670775 0.4932000000000000272670775 0.3751999999999999779731752 0.9658848614072494953575188 0 0.3751999999999999779731752 28.95631387594258043804984 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 0.647788566660757680892857 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.8745098039215686291925067 -1 -1" Chromosome2="0.2392156862745098422351475 1 0.8137473537867438988513413 -0.7568627450980391913049061 -0.90588235294117647189438 -0.7019607843137254388210522 1 1" Performance="27.99459494659329550358962 0.3632000000000000228261854 0.4932000000000000272670775 0.4932000000000000272670775 0.3632000000000000228261854 0.9713656387665198232994612 0 0.3632000000000000228261854 28.81983243935001226532222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8823529411764705621123994 -1 -0.927541347483898714898487 -1 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.6862745098039215729812668 1 -0.6912668411231711607101147 1 1" Performance="26.43902500963780255460733 0.4591999999999999970690112 0.4932000000000000272670775 0.4932000000000000272670775 0.4591999999999999970690112 0.9181184668989547104089866 0 0.4591999999999999970690112 28.79696462150303304383669 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.654901960784313619257091 -0.8823529411764705621123994 -1 -0.914368343661998039806349 -1 -1" Chromosome2="1 1 0.7960784313725490779489746 -0.6862745098039215729812668 1 -0.6962690645287714641398225 1 1" Performance="25.98860238901912467213151 0.4752000000000000112798659 0.4932000000000000272670775 0.4932000000000000272670775 0.4752000000000000112798659 0.9082491582491581949554416 0 0.4752000000000000112798659 28.61395703258083500486464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6627450980392157742215886 -0.8823529411764705621123994 -1.446119021788853764576288 -1 -1 -1" Chromosome2="1 1 0.7725490196078430571446916 -0.7411764705882353254651207 1.016553670452948532343385 -0.6558690459523144333786604 0.989442196674644947052002 1" Performance="26.82033382450670444541174 0.4112000000000000099475983 0.4932000000000000272670775 0.4932000000000000272670775 0.4112000000000000099475983 0.9387159533073929917890155 0 0.4112000000000000099475983 28.57129862341232495737131 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 0.6627450980392157742215886 -0.8823529411764705621123994 -1 -0.9198333082623243450726136 -1 -1" Chromosome2="1 0.4039215686274508776421044 0.7960784313725490779489746 -0.7411764705882353254651207 1 -0.6112860899917732515618241 1 1" Performance="26.9065663725836685671311 0.4036000000000000142996726 0.4932000000000000272670775 0.4932000000000000272670775 0.4036000000000000142996726 0.9425173439048563084341481 0 0.4036000000000000142996726 28.54755569919760560537725 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.8596503219821236552178334 0.1390194945092149414467286 0.4835947484386707295733743 -0.8823529411764705621123994 -1 -0.90588235294117647189438 -1 -1" Chromosome2="1 0.5837765944025971043274126 0.8593990604435793878579375 -0.7568627450980391913049061 1 -0.5058823529411764496899195 -0.1245073289920886061565852 1" Performance="25.68534412185424287144997 0.4808000000000000051514348 0.5068000000000000282440737 0.4932000000000000272670775 0.4808000000000000051514348 0.912645590682196305998275 0 0.4808000000000000051514348 28.14383193661695514720122 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8989816502394044617219038 -1 -1.134288626738294114559835 -1.443582800803120846921956 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.7680767784223837546520031 1 0.6922115184496299145067155 1.027415427158273386609721 1" Performance="25.49501836682676625400745 0.4591999999999999970690112 0.4932000000000000272670775 0.4932000000000000272670775 0.4591999999999999970690112 0.9076655052264808176687438 0 0.4591999999999999970690112 28.08856150203179424806876 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8989816502394044617219038 -1 -1.134288626738294114559835 -1 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.7680767784223837546520031 0.9433529582516900768851542 0.6922115184496299145067155 1 1" Performance="25.49501836682676625400745 0.4591999999999999970690112 0.4932000000000000272670775 0.4932000000000000272670775 0.4591999999999999970690112 0.9076655052264808176687438 0 0.4591999999999999970690112 28.08856150203179424806876 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8989816502394044617219038 -1 -1.134288626738294114559835 -1.443582800803120846921956 -0.9397658955422230064868927" Chromosome2="1 0.4039215686274508776421044 1 -0.7680767784223837546520031 1 0.6922115184496299145067155 1.027415427158273386609721 1" Performance="25.49501836682676625400745 0.4591999999999999970690112 0.4932000000000000272670775 0.4932000000000000272670775 0.4591999999999999970690112 0.9076655052264808176687438 0 0.4591999999999999970690112 28.08856150203179424806876 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2156862745098038214308644 -1 -0.8823529411764705621123994 -1.446119021788853764576288 -1.134288626738294114559835 -1.443582800803120846921956 -1" Chromosome2="1 0.4039215686274508776421044 1 -0.7411764705882353254651207 1.016553670452948532343385 0.6922115184496299145067155 1.027415427158273386609721 1" Performance="24.80933595106681011088767 0.5068000000000000282440737 0.4932000000000000272670775 0.4932000000000000272670775 0.5068000000000000282440737 0.8863456985003946853041157 0 0.5068000000000000282440737 27.99058650935142011917378 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="20.25">
<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="85" 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 0.5058823529411764496899195 -0.9007260112265380591622943 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="1 1 0.9294117647058823816763606 -0.6840593596662105646544205 -0.8973616668613506597296237 -0.6937273953525182612622757 1 -0.6156862745098039546576274" Performance="30.86093490750181800308383 0.5023999999999999577227072 0.5056000000000000493827201 0.5056000000000000493827201 0.5023999999999999577227072 0.9593949044585987628863677 0 0.5023999999999999577227072 32.16708236001849030571975 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5058823529411764496899195 -0.9007260112265380591622943 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="1 1 0.9294117647058823816763606 -0.6840593596662105646544205 -0.8973616668613506597296237 -0.6937273953525182612622757 0.9885674662655219435691833 -0.6156862745098039546576274" Performance="30.86093490750181800308383 0.5023999999999999577227072 0.5056000000000000493827201 0.5056000000000000493827201 0.5023999999999999577227072 0.9593949044585987628863677 0 0.5023999999999999577227072 32.16708236001849030571975 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5058823529411764496899195 -0.9007260112265380591622943 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="1 0.9869427944208124525715675 0.9294117647058823816763606 -0.6840593596662105646544205 -0.8973616668613506597296237 -0.6937273953525182612622757 0.9885674662655219435691833 -0.6156862745098039546576274" Performance="30.86093490750181800308383 0.5023999999999999577227072 0.5056000000000000493827201 0.5056000000000000493827201 0.5023999999999999577227072 0.9593949044585987628863677 0 0.5023999999999999577227072 32.16708236001849030571975 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2584879277943074038503823 0.5058823529411764496899195 -0.9007260112265380591622943 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="1 0.5095872840687514226942767 0.9294117647058823816763606 -0.6840593596662105646544205 -0.8822201830312922377075324 -0.6937273953525182612622757 1 -0.6156862745098039546576274" Performance="29.75215490025777498317439 0.4803999999999999936939332 0.5056000000000000493827201 0.5056000000000000493827201 0.4803999999999999936939332 0.9550374687760200265174149 0 0.4803999999999999936939332 31.15286663924113952361949 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1802039203524535282419095 0.64379967497507184504002 -0.8730610787464488931064466 -1 -0.8509803921568627194105261 -1 -0.8509803921568627194105261" Chromosome2="1 0.5003729402593962705125819 0.8103619794961105515795907 -0.740243947519080736086039 1 -0.6941176470588235059011595 1 -0.6235294117647058875775201" Performance="29.50463625745518925214128 0.4600000000000000199840144 0.5056000000000000493827201 0.5056000000000000493827201 0.4600000000000000199840144 0.9591304347826087317585575 0 0.4600000000000000199840144 30.76186010523433012053829 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1802039203524535282419095 0.64379967497507184504002 -0.8730610787464488931064466 -1 -0.8509803921568627194105261 -1 -0.8509803921568627194105261" Chromosome2="0.9752328635763320985319069 0.5003729402593962705125819 0.8103619794961105515795907 -0.740243947519080736086039 1 -0.6941176470588235059011595 1 -0.6235294117647058875775201" Performance="29.50463625745518925214128 0.4600000000000000199840144 0.5056000000000000493827201 0.5056000000000000493827201 0.4600000000000000199840144 0.9591304347826087317585575 0 0.4600000000000000199840144 30.76186010523433012053829 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.401268261539585446850964 0.2235294117647059763953621 0.5058823529411764496899195 -0.8745098039215686291925067 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="0.3792502967153791870735802 0.4901960784313725838501341 0.9294117647058823816763606 -0.7176470588235294156831401 -0.8822201830312922377075324 -0.6937273953525182612622757 1 -0.6156862745098039546576274" Performance="29.04887121406339645091066 0.4344000000000000083488771 0.5056000000000000493827201 0.5056000000000000493827201 0.4344000000000000083488771 0.9631675874769797252028525 0 0.4344000000000000083488771 30.15972670982107928239202 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.401268261539585446850964 0.2235294117647059763953621 0.5058823529411764496899195 -0.8745098039215686291925067 -1 -0.8324997215411626960701597 -1 -0.8509803921568627194105261" Chromosome2="0.3792502967153791870735802 0.4901960784313725838501341 0.9294117647058823816763606 -0.7176470588235294156831401 -0.8822201830312922377075324 -0.6937273953525182612622757 0.9897750389665879167111484 -0.6156862745098039546576274" Performance="29.04887121406339645091066 0.4344000000000000083488771 0.5056000000000000493827201 0.5056000000000000493827201 0.4344000000000000083488771 0.9631675874769797252028525 0 0.4344000000000000083488771 30.15972670982107928239202 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.2156862745098038214308644 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.2549019607843137080749329 0.4901960784313725838501341 1 -0.7411764705882353254651207 -0.8176436621095745094223162 -0.6941176470588235059011595 1 1" Performance="28.72667871345521106718479 0.4308000000000000162536651 0.5056000000000000493827201 0.5056000000000000493827201 0.4308000000000000162536651 0.9610027855153203679705598 0 0.4308000000000000162536651 29.89239900907368152616073 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.2156862745098038214308644 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.2549019607843137080749329 0.4901960784313725838501341 1 -0.7411764705882353254651207 -0.8176436621095745094223162 -0.6941176470588235059011595 1 0.9826937028251233607889503" Performance="28.72667871345521106718479 0.4308000000000000162536651 0.5056000000000000493827201 0.5056000000000000493827201 0.4308000000000000162536651 0.9610027855153203679705598 0 0.4308000000000000162536651 29.89239900907368152616073 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2091083063115299622847232 0.6627450980392157742215886 -0.8936904085056993629621047 -1 -1 -1 -1" Chromosome2="0.4431372549019607642861729 0.5242816391987961122111983 0.7882352941176471450290819 -0.7338537737853254583342277 -0.9004327749175914386015052 1 1 1" Performance="28.39289414383508969308423 0.4471999999999999864108702 0.5056000000000000493827201 0.5056000000000000493827201 0.4471999999999999864108702 0.9516994633273703207976268 0 0.4471999999999999864108702 29.83388689173649410690814 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.2156862745098038214308644 -1 -0.8745098039215686291925067 -0.9986413001685457979661464 -0.8431372549019607864906334 -1 -0.9660810377787459879428411" Chromosome2="0.2549019607843137080749329 0.4901960784313725838501341 1 -0.7411764705882353254651207 -0.8313158475593024343552884 -0.6941176470588235059011595 0.9901364721796092061012473 1" Performance="28.46918161548247638847897 0.4016000000000000125233157 0.5056000000000000493827201 0.5056000000000000493827201 0.4016000000000000125233157 0.9691235059760956449537161 0 0.4016000000000000125233157 29.37621617877123014750396 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3283192705817971068782413 -1 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -0.7945845729554829039997799" Chromosome2="0.4557051990519065953755273 1 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.6206347722728732252406303" Performance="28.13893701139889103046698 0.4148000000000000020428104 0.5056000000000000493827201 0.5056000000000000493827201 0.4148000000000000020428104 0.9604628736740598027310511 0 0.4148000000000000020428104 29.297266747811896436815 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2862745098039216617991087 0.6391779997582852645976459 -0.9039400777114620089136565 -1 -0.8509803921568627194105261 -1 -1" Chromosome2="0.4431372549019607642861729 0.4274509803921568984463875 0.8165730143778876515270326 -0.7173609877611928364871119 1 -0.6941176470588235059011595 1 1" Performance="27.85206000928413772044223 0.4284000000000000030198066 0.5056000000000000493827201 0.5056000000000000493827201 0.4284000000000000030198066 0.9523809523809523280846179 0 0.4284000000000000030198066 29.24466300974834709336392 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 -1 0.654901960784313619257091 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.2549019607843137080749329 1 0.7960784313725490779489746 -0.7411764705882353254651207 1 -0.6941176470588235059011595 -0.913469518306702421561738 1" Performance="27.9253697232381341564178 0.4036000000000000142996726 0.5056000000000000493827201 0.5056000000000000493827201 0.4036000000000000142996726 0.9623389494549058342798276 0 0.4036000000000000142996726 29.01822662280872933138198 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4121893804358626733908011 -1 0.654901960784313619257091 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -0.8548948952296868686318021" Chromosome2="0.2172132388816452319701966 1 0.7960784313725490779489746 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 -0.5786347463800042278947444" Performance="27.33455434344785928146848 0.3900000000000000133226763 0.5056000000000000493827201 0.5056000000000000493827201 0.3900000000000000133226763 0.9610256410256410308790009 0 0.3900000000000000133226763 28.44310617381180605889313 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2974490480680091475385041 -1 -1 -0.8745098039215686291925067 -1 -0.8431372549019607864906334 -1 -1" Chromosome2="0.2384538667313023940774741 1 1 -0.7176470588235294156831401 1 -0.6941176470588235059011595 1 1" Performance="26.31847257202059964242835 0.4467999999999999749533686 0.5056000000000000493827201 0.5056000000000000493827201 0.4467999999999999749533686 0.9292748433303491539803076 0 0.4467999999999999749533686 28.32151624561369018806545 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2862745098039215507768063 0.2127076634200577021083234 -1 -0.8745098039215686291925067 -1 -0.8274509803921568096285455 -1 -0.8509803921568627194105261" Chromosome2="0.2549019607843137080749329 0.5008947805576333678345691 1 -0.7411764705882353254651207 1 -0.7019607843137254388210522 1 -0.6156862745098039546576274" Performance="27.21443676871092876012881 0.3851999999999999868549594 0.5056000000000000493827201 0.5056000000000000493827201 0.3851999999999999868549594 0.9615784008307373120771899 0 0.3851999999999999868549594 28.30183866983652762883139 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4121893804358626733908011 -1 -1 -1 -1 -0.8431372549019607864906334 -1 -0.8431372549019607864906334" Chromosome2="0.2172132388816452319701966 1 1 -0.6854260253583026596402306 -0.6955544337901041762606269 -0.6941176470588235059011595 1 -0.6313725490196078204974128" Performance="26.87985824322605665770425 0.3960000000000000186517468 0.5056000000000000493827201 0.5056000000000000493827201 0.3960000000000000186517468 0.9535353535353535692209448 0 0.3960000000000000186517468 28.18968184406122290397434 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3251396908928282925010933 -1 0.654901960784313619257091 -1 -1 -0.8431372549019607864906334 -1 -0.7904101859964313137041358" Chromosome2="0.2643781549957285870178225 1 0.7960784313725490779489746 1 1 -0.6941176470588235059011595 1 -0.610070285830908165536357" Performance="26.60643451217768173933109 0.4116000000000000214050999 0.5056000000000000493827201 0.5056000000000000493827201 0.4116000000000000214050999 0.9446064139941691140123226 0 0.4116000000000000214050999 28.16668838789180639992082 0"/>
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<Algorithm Id="ENFA" Version="0.1.3">
<Parameters>
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<Parameter Id="DisplayLoadings" Value="0"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfRetries" Value="10"/>
<Parameter Id="RetainComponents" Value="2"/>
<Parameter Id="RetainVariation" Value="0.75"/>
<Parameter Id="VerboseDebug" Value="0"/></Parameters>
<Model>
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<Algorithm Id="MAXENT" Version="1.0">
<Parameters>
<Parameter Id="AutoFeatures" Value="1"/>
<Parameter Id="HingeFeatures" Value="1"/>
<Parameter Id="IncludePresencePointsInBackground" Value="1"/>
<Parameter Id="MinSamplesForHinge" Value="15"/>
<Parameter Id="MinSamplesForProductThreshold" Value="80"/>
<Parameter Id="MinSamplesForQuadratic" Value="10"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfIterations" Value="500"/>
<Parameter Id="OutputFormat" Value="2"/>
<Parameter Id="ProductFeatures" Value="1"/>
<Parameter Id="QuadraticFeatures" Value="1"/>
<Parameter Id="TerminateTolerance" Value="0.00001"/>
<Parameter Id="ThresholdFeatures" Value="1"/>
<Parameter Id="UseAbsencesAsBackground" Value="1"/></Parameters>
<Model>
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