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<Parameter Id="PopulationSize" Value="50"/>
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<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">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.7323504494892477678646969 -0.9575526871128677841582544 -1 -1 -1 -1" Chromosome2="1 0.4745098039215687180103487 0.9026864424579419399208291 -0.760952369305815889966027 0.8961832344066351652145386 1 1 0.9621940567893417783906784" Performance="22.27795331574273518526752 0.3503999999999999892530411 0.5028000000000000246913601 0.5028000000000000246913601 0.3503999999999999892530411 0.9143835616438356073132354 0 0.3503999999999999892530411 24.36390400073737438901844 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3254901960784313263985723 -1 0.6705882352941177071414813 -0.911199324218039730105545 -1 -0.9839722359190850031751552 -1 -1" Chromosome2="0.1921568627450980226711863 1 0.8980392156862744279521849 -0.6730038431293072775929431 -0.8462579730891981455442874 -0.7676257945454796338680126 0.9876242723315954430418628 1" Performance="20.49533776451693256603903 0.4103999999999999870325951 0.5028000000000000246913601 0.5028000000000000246913601 0.4103999999999999870325951 0.8703703703703703498106847 0 0.4103999999999999870325951 23.54783487838115618728807 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.7176470588235293046608376 -0.9358077363805005211006005 -1 -1 -1 -1" Chromosome2="1 0.4745098039215687180103487 0.8823529411764705621123994 -0.7716603169327271860566952 0.8961832344066351652145386 1 0.927628606233907748723766 1" Performance="21.20392536197835653410948 0.3280000000000000137667655 0.5028000000000000246913601 0.5028000000000000246913601 0.3280000000000000137667655 0.9097560975609756406257134 0 0.3280000000000000137667655 23.30726380271079278827528 0"/>
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<Run Id="1" OmissionError="0" CommissionError="34.57999999999999829469743">
<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="-0.702949336127323243239573 -1 0.7411764705882353254651207 -1 -1 -1 -1 -1" Chromosome2="0.09145513210518685376371195 1 0.866666666666666696272614 -0.6289734813603845564600192 1 -0.6937092646493271397289959 1 1" Performance="19.44465357337668720560941 0.3755999999999999894306768 0.5023999999999999577227072 0.5023999999999999577227072 0.3755999999999999894306768 0.867944621938232185875961 0 0.3755999999999999894306768 22.40310393300700297913863 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8901960784313724950322921 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.466666666666666563045851 1 -0.6235294117647058875775201 -0.8418343584821850189570114 -0.7498548934857049985680533 1 -0.7568627450980391913049061" Performance="18.32784777952560162361806 0.3164000000000000145661261 0.5023999999999999577227072 0.5023999999999999577227072 0.3164000000000000145661261 0.8748419721871049103967266 0 0.3164000000000000145661261 20.94989536648085604042535 0"/>
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<Run Id="2" OmissionError="0" CommissionError="35.70999999999999374722393">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 0.733333333333333392545228 -0.8980392156862745389744873 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="1 0.4745098039215687180103487 0.8823529411764705621123994 -0.5607843137254902021737735 1 -0.7098039215686273717409449 -0.7830716723123309908061174 1" Performance="16.61691035575851316252738 0.3695999999999999841016063 0.5083999999999999630517777 0.5083999999999999630517777 0.3695999999999999841016063 0.835497835497835517060139 0 0.3695999999999999841016063 19.88863363823946528441411 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9538898459025497711394337 0.3254901960784313263985723 0.733333333333333392545228 -0.8980392156862745389744873 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="1 0.4745098039215687180103487 0.8823529411764705621123994 -0.5607843137254902021737735 1 -0.7098039215686273717409449 -0.7830716723123309908061174 1" Performance="16.61691035575851316252738 0.3695999999999999841016063 0.5083999999999999630517777 0.5083999999999999630517777 0.3695999999999999841016063 0.835497835497835517060139 0 0.3695999999999999841016063 19.88863363823946528441411 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 -1 -0.8921920680369505030071764 -1 -0.9450980392156862475161461 -0.9921568627450980670801073 -1" Chromosome2="1 0.4823529411764706509302414 1 -0.6888376609667602457065527 1 -0.7254901960784313486030328 -0.7411764705882353254651207 1" Performance="16.90894379024562610425164 0.304400000000000003907985 0.5083999999999999630517777 0.5083999999999999630517777 0.304400000000000003907985 0.8633377135348225817068624 0 0.304400000000000003907985 19.58554980879288009987249 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 -1 -0.9773340573091341410005839 -1 -1 -0.9808855696540811353045797 -1" Chromosome2="1 0.4823529411764706509302414 1 -0.760574482090884185225832 1 1 1 -0.6721260243332852768460839" Performance="16.50275285173670525296075 0.2867999999999999993782751 0.5083999999999999630517777 0.5083999999999999630517777 0.2867999999999999993782751 0.8647140864714086827547135 0 0.2867999999999999993782751 19.08463515273422217433108 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 0.733333333333333392545228 -1 -1 -0.9450980392156862475161461 -1 -0.8901960784313724950322921" Chromosome2="1 0.4823529411764706509302414 0.8823529411764705621123994 1 1 -0.7490196078431372583850134 -0.7225171535045625814674963 -0.7254901960784313486030328" Performance="15.4505351294959574204313 0.3744000000000000105693232 0.5083999999999999630517777 0.5083999999999999630517777 0.3744000000000000105693232 0.8173076923076922906119535 0 0.3744000000000000105693232 18.9041841584421135280536 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2705882352941175739147184 -1 -1 -1 -1 -0.9921568627450980670801073 -0.9168371081114837783943017" Chromosome2="1 0.4980392156862745167700268 1 1 1 -0.7624887865840219713930992 -0.7254901960784313486030328 -0.7411896103299131510766529" Performance="15.15371677655957860508806 0.4128000000000000002664535 0.5083999999999999630517777 0.5083999999999999630517777 0.4128000000000000002664535 0.8023255813953488191359043 0 0.4128000000000000002664535 18.88724119976991033809099 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="36.25999999999999801048034">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="97" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.3333333333333333703407675 0.3254901960784313263985723 -1 -1 -1 -0.9493152894454984780381324 -0.9921568627450980670801073 -1" Chromosome2="0.2470588235294117751550402 0.466666666666666563045851 1 1 1 -0.7594054563642254063182691 -0.6156862745098039546576274 1" Performance="13.62057322107716217374218 0.343200000000000005062617 0.512000000000000010658141 0.512000000000000010658141 0.343200000000000005062617 0.8018648018648019126786153 0 0.343200000000000005062617 16.9861218367502964099458 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2784313725490196178569136 -1 0.7098039215686273717409449 -0.9823929205522639040992772 -0.9750046987302493084470711 -0.9843137254901961341602146 -1 -1" Chromosome2="0.199999999999999955591079 1 0.9058823529411763608720776 -0.696808443799785348637954 0.9714203471776799991843632 -0.6313725490196078204974128 -0.3094632828754244613378432 1" Performance="14.71287875142145473716937 0.2159999999999999975575093 0.512000000000000010658141 0.512000000000000010658141 0.2159999999999999975575093 0.8740740740740741143710579 0 0.2159999999999999975575093 16.83253077493132465747294 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9707680473871090898185798 0.3254901960784313263985723 -1 -1 -0.9921568627450980670801073 -0.9764705882352940902180194 -0.9921568627450980670801073 -1" Chromosome2="1 0.466666666666666563045851 1 1 -0.8509803921568627194105261 -0.6941176470588235059011595 -0.6862745098039215729812668 1" Performance="13.21809325042269556149677 0.3695999999999999841016063 0.512000000000000010658141 0.512000000000000010658141 0.3695999999999999841016063 0.7878787878787878451447568 0 0.3695999999999999841016063 16.77681066399803810895719 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="36.28999999999999914734872">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="102" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 0.3176470588235293934786796 -0.9572997842449695315991676 -0.9211637283009782573017787 -1 -0.9684275405238843559274642 -1 -1" Chromosome2="0.4431372549019607642861729 0.4823529411764706509302414 1 -0.695357100308152897838454 0.9812246011140254298155128 -0.6913226617247136829291776 1 1" Performance="20.24886777547934357812665 0.4415999999999999925393013 0.5 0.5 0.4415999999999999925393013 0.8559782608695651884289646 0 0.4415999999999999925393013 23.6558201313536464738263 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 0.3176470588235293934786796 -0.9572997842449695315991676 -0.907336991163445460983894 -1 -0.9864300804993506588402852 -1 -1" Chromosome2="0.4431372549019607642861729 0.4823529411764706509302414 1 -0.7114156589277234044033094 1 -0.6880802880740043425689123 1 1" Performance="19.96225814236618845143312 0.4284000000000000030198066 0.5 0.5 0.4284000000000000030198066 0.8562091503267973413571212 0 0.4284000000000000030198066 23.31469844108417532879685 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5793217899646205815145095 -0.9149782781529686159771586 -1 -1 -1 -0.9093637102800984362005465" Chromosome2="0.9743162395289310939716643 1 0.9348670326822771103891796 -0.7624591248036458601688992 -0.8362312657653226954934667 -0.6738530609952775307647244 1 -0.6922167041325232306192561" Performance="20.26901954572280217803382 0.3811999999999999833022457 0.5 0.5 0.3811999999999999833022457 0.875131164742917078136486 0 0.3811999999999999833022457 23.1611218550045947495164 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9958062976879137329078162 -1 0.5793217899646205815145095 -0.9149782781529686159771586 -1 -1 -1 -0.9113788135892368913459904" Chromosome2="1 0.9727980541204338527094819 0.9348670326822771103891796 -0.7624591248036458601688992 -0.8362312657653226954934667 -0.6738530609952775307647244 1 -0.6705590253304534176237439" Performance="20.08904103410668540163897 0.3824000000000000176747506 0.5 0.5 0.3824000000000000176747506 0.8723849372384937517210801 0 0.3824000000000000176747506 23.02772569377217237729383 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.304217797458297023460716 -1 -0.9074148121454578275191238 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.9780807106671007833398335 0.4853041685470680932645848 1 -0.7402689438860649007168035 -0.8502738701560164091830529 -0.6738530609952775307647244 1 -0.7176470588235294156831401" Performance="20.12848937343854416326394 0.3628000000000000113686838 0.5 0.5 0.3628000000000000113686838 0.8798235942668136688737945 0 0.3628000000000000113686838 22.8778695008881705064141 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9789501709479188074070066 0.2702704512334194175693369 -1 -1 -1 -0.9619755502287128390292992 -1 -0.9816674772516087443818833" Chromosome2="0.9789827725598736485324025 0.4962186984148436175168229 1 -0.6699364856506386800560904 1 -0.7408349729259594562691404 -0.6041850374338844087418465 -0.4668125528708295113311522" Performance="18.86943772232267235722247 0.4763999999999999901412195 0.5 0.5 0.4763999999999999901412195 0.8295549958018472169740676 0 0.4763999999999999901412195 22.74645782113998038198588 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2702704512334194175693369 -1 -1 -1 -0.97287744764094052918324 -1 -0.9816674772516087443818833" Chromosome2="1 0.4962186984148436175168229 1 -0.6699364856506386800560904 0.990471531755067968738615 -0.7377847569357040002913095 -0.6041850374338844087418465 -0.4668125528708295113311522" Performance="18.53750642230161815859901 0.4792000000000000148325796 0.5 0.5 0.4792000000000000148325796 0.8247078464106845085979103 0 0.4792000000000000148325796 22.4776646699568196652308 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9789501709479188074070066 0.2702704512334194175693369 -0.9847506624702588862163566 -1 -0.9995543481583925027322834 -0.9619755502287128390292992 -1 -0.9816674772516087443818833" Chromosome2="0.9789827725598736485324025 0.4962186984148436175168229 0.9959192076720386754828951 -0.6699364856506386800560904 1 -0.7408349729259594562691404 -0.6041850374338844087418465 -0.4668125528708295113311522" Performance="18.63176110864860390847753 0.4632000000000000006217249 0.5 0.5 0.4632000000000000006217249 0.8298791018998272761564294 0 0.4632000000000000006217249 22.45117519647771331392505 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2702704512334194175693369 -1 -1 -1 -0.9665747138872450294755367 -1 -0.9816674772516087443818833" Chromosome2="1 0.4962186984148436175168229 0.9895090935203958437682559 -0.6699364856506386800560904 0.990471531755067968738615 -0.717556445524583419448561 -0.6041850374338844087418465 -0.4668125528708295113311522" Performance="18.16692123464279973177327 0.4892000000000000237143638 0.5 0.5 0.4892000000000000237143638 0.8176614881439083770686693 0 0.4892000000000000237143638 22.21814466996814374510905 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1686274509803922239115082 0.7226205426553932165134597 -0.907336991163445460983894 -1 -0.9529411764705881804360388 -1 -0.9144612997514651731023605" Chromosome2="1 0.5058823529411764496899195 0.9553417436232835013854015 -0.7114156589277234044033094 1 -0.6627450980392156631992862 0.9503821837591295285108117 -0.7011523461192521455842552" Performance="18.70401034064278888990884 0.3831999999999999850786025 0.5 0.5 0.3831999999999999850786025 0.8538622129436325147722187 0 0.3831999999999999850786025 21.90518570456698554949071 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2893826067826476000632852 -1 -1 -1 -0.9878376503117922702301712 -1 -0.9816674772516087443818833" Chromosome2="1 0.4708070897486620332017537 1 -0.6699364856506386800560904 1 -0.7454575161574246155993251 -0.5860414340122604981431209 -0.4668125528708295113311522" Performance="18.38479492862421338372769 0.4076000000000000178523862 0.5 0.5 0.4076000000000000178523862 0.8420019627085377766917418 0 0.4076000000000000178523862 21.83462241523085367589374 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4255694003375459777416268 0.1686274509803922239115082 -1 -0.907336991163445460983894 -1 -0.9684275405238843559274642 -1 -0.8901960784313724950322921" Chromosome2="0.4525232989431954289116788 0.5058823529411764496899195 1 -0.7114156589277234044033094 1 -0.6913226617247136829291776 1 -0.7254901960784313486030328" Performance="18.54232456524099958983243 0.3904000000000000247801779 0.5 0.5 0.3904000000000000247801779 0.8493852459016393297019931 0 0.3904000000000000247801779 21.83028802855876548960623 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4255694003375459777416268 0.1686274509803922239115082 -1 -0.907336991163445460983894 -1 -0.9684275405238843559274642 -1 -0.8901960784313724950322921" Chromosome2="0.4525232989431954289116788 0.5058823529411764496899195 0.9909942208186668377578599 -0.7114156589277234044033094 1 -0.6913226617247136829291776 1 -0.7254901960784313486030328" Performance="18.54232456524099958983243 0.3904000000000000247801779 0.5 0.5 0.3904000000000000247801779 0.8493852459016393297019931 0 0.3904000000000000247801779 21.83028802855876548960623 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9810313794503707773841938 0.2893826067826476000632852 -1 -1 -1 -0.984649258109044356324091 -1 -1" Chromosome2="1 0.4708070897486620332017537 1 -0.6699364856506386800560904 1 -0.7439071792634447399805708 -0.5860414340122604981431209 1" Performance="18.1767335062823072178162 0.4036000000000000142996726 0.5 0.5 0.4036000000000000142996726 0.840436075322101072693215 0 0.4036000000000000142996726 21.627740693206188637987 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5793217899646205815145095 -0.9149782781529686159771586 -1 -1 -0.9782904870808124542236328 -0.9113788135892368913459904" Chromosome2="1 1 0.9348670326822771103891796 -0.7624591248036458601688992 -0.8362312657653226954934667 -0.6738530609952775307647244 1 -0.6705590253304534176237439" Performance="19.03708997385099266352881 0.262799999999999978061993 0.5 0.5 0.262799999999999978061993 0.9086757990867579959370914 0 0.262799999999999978061993 20.95036534810737194334251 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9893301148209479034534297 -1 0.5793217899646205815145095 -0.9149782781529686159771586 -1 -1 -0.9782904870808124542236328 -0.9113788135892368913459904" Chromosome2="0.9928003656980278757160363 1 0.9348670326822771103891796 -0.7624591248036458601688992 -0.8362312657653226954934667 -0.6738530609952775307647244 1 -0.6705590253304534176237439" Performance="19.03708997385099266352881 0.262799999999999978061993 0.5 0.5 0.262799999999999978061993 0.9086757990867579959370914 0 0.262799999999999978061993 20.95036534810737194334251 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2667173225724813745429742 -1 0.4901960784313725838501341 -0.9022423830389133536655777 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2000561980640187809132868 1 0.8980392156862744279521849 -0.6393912412862489125231491 1 -0.7176470588235294156831401 1 1" Performance="16.01031301211042290333353 0.4063999999999999834798814 0.5 0.5 0.4063999999999999834798814 0.8100393700787401618512718 0 0.4063999999999999834798814 19.76485786185199344799912 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2078431372549018885109717 0.6470588235294116863371983 -1 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.1137254901960784714276542 0.4901960784313725838501341 0.8823529411764705621123994 -0.6699364856506386800560904 1 -0.7176470588235294156831401 -0.6342829748016092228368734 1" Performance="16.82082997401304780282771 0.2992000000000000214939178 0.5 0.5 0.2992000000000000214939178 0.8582887700534759245485361 0 0.2992000000000000214939178 19.59810096660710243554604 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2392156862745098422351475 -1 -1 -1 -1 -1 -1 -0.8730185929936271627127553" Chromosome2="0.1450980392156862031072251 1 1 1 -0.8328297204076270388029002 -0.8163929655793970008303972 -0.6272749911190247384951135 -0.6725198525966716855961636" Performance="16.04053846164822161313168 0.351600000000000023625546 0.5 0.5 0.351600000000000023625546 0.8270762229806598586634436 0 0.351600000000000023625546 19.39426864895293789459174 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2078431372549018885109717 0.6470588235294116863371983 -1 -0.9976709147805676858311585 -0.9656990940386757094060499 -1 -1" Chromosome2="0.1137254901960784714276542 0.4901960784313725838501341 0.8823529411764705621123994 -0.6699364856506386800560904 0.9883147996357258824318137 -0.7206834396807586529121181 -0.6342829748016092228368734 1" Performance="16.6634403541277222871031 0.2876000000000000222932783 0.5 0.5 0.2876000000000000222932783 0.8609179415855354733366767 0 0.2876000000000000222932783 19.35543394930182969915222 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.273428713639234266530309 0.1686274509803922239115082 0.7267850615309292550136888 -1 -1 -0.9871477072648912054475545 -0.9839383362005460487154096 -1" Chromosome2="0.06028633932983988585885271 0.5058823529411764496899195 0.8991715587233709561232331 1 -0.8567862608183723915900032 -0.5969810233007938338190002 -0.6555221643796265151848957 0.9733768043619009935341069" Performance="15.74810840895643515580105 0.35599999999999998312461 0.5 0.5 0.35599999999999998312461 0.8213483146067416251767668 0 0.35599999999999998312461 19.17348356220414018480369 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2193054081411922873190434 -1 -1 -0.8934979675826602019128586 -1 -0.9806858482863515247274222 -1 -0.8901960784313724950322921" Chromosome2="0.09751989950590278510844655 1 1 -0.6120913951315462009361568 1 -0.7595707186366743579597482 1 -0.6941176470588235059011595" Performance="15.73461540186564810994696 0.3351999999999999979571896 0.5 0.5 0.3351999999999999979571896 0.8281622911694510591473772 0 0.3351999999999999979571896 18.99943473597033616329099 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2193054081411922873190434 -1 -1 -0.8934979675826602019128586 -1 -0.9806858482863515247274222 -1 -0.8901960784313724950322921" Chromosome2="0.09751989950590278510844655 1 1 -0.6120913951315462009361568 1 -0.7595707186366743579597482 0.9928842181301055225262076 -0.6941176470588235059011595" Performance="15.73461540186564810994696 0.3351999999999999979571896 0.5 0.5 0.3351999999999999979571896 0.8281622911694510591473772 0 0.3351999999999999979571896 18.99943473597033616329099 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2667173225724813745429742 -1 0.4901960784313725838501341 -0.897324179366530971790894 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2000561980640187809132868 1 0.8980392156862744279521849 -0.6123326858795052896056177 1 -0.7176470588235294156831401 0.9789941461963785895861179 1" Performance="14.67958435652046311759023 0.4047999999999999931610262 0.5 0.5 0.4047999999999999931610262 0.791501976284584962684221 0 0.4047999999999999931610262 18.5464910971269780759485 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.33317317224243625517488 -0.9868028591076533073689347 0.6156862745098039546576274 -1 -1 -1 -1 -0.902832386378446094532535" Chromosome2="0.1642386500238723068267888 0.9710923987751205466167903 0.8980392156862744279521849 1 1 -0.7825720983466096791758559 -0.4962290020641693666370031 -0.6600197489665782235590541" Performance="13.62224537588751793748543 0.4500000000000000111022302 0.5 0.5 0.4500000000000000111022302 0.7653333333333333099446349 0 0.4500000000000000111022302 17.79910110089832642188412 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.4305218419896282844305802 0.3176470588235293934786796 -0.9572997842449695315991676 -0.9211637283009782573017787 -1 -0.9684275405238843559274642 -1 -0.8823529411764705621123994" Chromosome2="0.4316022408270768218052638 0.4823529411764706509302414 1 -0.695357100308152897838454 0.9812246011140254298155128 -0.6913226617247136829291776 1 -0.7176470588235294156831401" Performance="12.93023096531373283823996 0.6128000000000000113686838 0.5 0.5 0.6128000000000000113686838 0.7271540469973890585819731 0 0.6128000000000000113686838 17.78196933470434260016191 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.33317317224243625517488 -1 0.6156862745098039546576274 -1 -1 -1 -1 -0.8948713698119724613277981" Chromosome2="0.1642386500238723068267888 1 0.8980392156862744279521849 1 1 -0.7825720983466096791758559 -0.4962290020641693666370031 -0.6444918468905953545800003" Performance="13.5813151008053161206135 0.4504000000000000225597319 0.5 0.5 0.4504000000000000225597319 0.7646536412078153155391647 0 0.4504000000000000225597319 17.7613946614480653352075 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.33317317224243625517488 -1 0.6156862745098039546576274 -0.9748494133096317071363046 -1 -1 -1 -0.8948713698119724613277981" Chromosome2="0.1642386500238723068267888 1 0.8980392156862744279521849 0.9991001021116971969604492 1 -0.7825720983466096791758559 -0.4962290020641693666370031 -0.6444918468905953545800003" Performance="13.5813151008053161206135 0.4504000000000000225597319 0.5 0.5 0.4504000000000000225597319 0.7646536412078153155391647 0 0.4504000000000000225597319 17.7613946614480653352075 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2392156862745098422351475 -1 -1 -1 -0.9921568627450980670801073 -1 -0.9932253954932093176211083 -0.9033047452863796067390467" Chromosome2="0.1450980392156862031072251 1 1 0.8966860992505270022689956 -0.8431372549019607864906334 -0.8163929655793970008303972 -0.641765384388831794382213 -0.6399455232044855002015993" Performance="14.3158105486140954099028 0.3111999999999999766409076 0.5 0.5 0.3111999999999999766409076 0.8149100257069408215215844 0 0.3111999999999999766409076 17.5673511148608305632024 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2392156862745098422351475 -1 -0.889942189568982411351783 -1 -0.9921568627450980670801073 -1 -1 -0.9339168066852817640111084" Chromosome2="0.1450980392156862031072251 1 1 1 -0.8431372549019607864906334 -0.8163929655793970008303972 -0.6272749911190247384951135 -0.6147058966113072564496633" Performance="14.20257776338514332792329 0.3119999999999999995559108 0.5 0.5 0.3119999999999999995559108 0.8128205128205128193741302 0 0.3119999999999999995559108 17.47320292656216267346281 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2805838244142099258127132 0.1686274509803922239115082 0.7098039215686273717409449 -1 -0.9921568627450980670801073 -0.9764705882352940902180194 -0.9821951522925161937038752 -1" Chromosome2="0.0354588001075249320548366 0.5058823529411764496899195 0.8823529411764705621123994 1 -0.8431372549019607864906334 -0.5999999999999999777955395 -0.6656537845378838191834348 1" Performance="14.33556093772038053657525 0.2843999999999999861444167 0.5 0.5 0.2843999999999999861444167 0.8255977496483825062156825 0 0.2843999999999999861444167 17.36385660429163735329894 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2392156862745098422351475 0.1686274509803922239115082 -1 -0.8748929198226416126260574 -1 -0.986735114973841920260611 -0.9921568627450980670801073 -1" Chromosome2="0.1450980392156862031072251 0.5294117647058822484495977 1 -0.6322204061612650694002014 -0.6983978402631290105517792 -0.6887354228262076993871688 -0.6549019607843137302793934 1" Performance="13.72349620084148646981248 0.3327999999999999847233312 0.5 0.5 0.3327999999999999847233312 0.7980769230769231281641396 0 0.3327999999999999847233312 17.19570608298210245834525 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.1686274509803922239115082 -1 -0.9433992722710849987421966 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1450980392156862031072251 0.5294117647058822484495977 1 -0.6882365790214024503512746 -0.6549019607843137302793934 1 -0.4901960784313725838501341 1" Performance="13.10849587004003424794973 0.3575999999999999734434653 0.5 0.5 0.3575999999999999734434653 0.7807606263982103111942479 0 0.3575999999999999734434653 16.78939155847534436816204 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.1686274509803922239115082 -1 -0.9433992722710849987421966 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1450980392156862031072251 0.5294117647058822484495977 0.9678393040085211396217346 -0.6882365790214024503512746 -0.6549019607843137302793934 1 -0.4901960784313725838501341 1" Performance="13.10849587004003424794973 0.3575999999999999734434653 0.5 0.5 0.3575999999999999734434653 0.7807606263982103111942479 0 0.3575999999999999734434653 16.78939155847534436816204 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.289255103444894468012194 0.7254901960784314596253353 -1 -0.9921568627450980670801073 -0.9843137254901961341602146 -0.9921568627450980670801073 -1" Chromosome2="1 0.4394784237897280121387666 0.8823529411764705621123994 1 -0.7647058823529411242247988 -0.4352941176470588313662802 -0.6549019607843137302793934 1" Performance="12.98802161662378651385552 0.3191999999999999837463349 0.5 0.5 0.3191999999999999837463349 0.7907268170426065001521465 0 0.3191999999999999837463349 16.42542194939109734264093 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3960784313725490557445141 0.3254901960784313263985723 0.4901960784313725838501341 -0.907336991163445460983894 -1 -1 -1 -1" Chromosome2="0.2549019607843137080749329 0.4745098039215687180103487 0.8980392156862744279521849 -0.7114156589277234044033094 1 1 1 1" Performance="11.70633465685770424613565 0.5884000000000000341060513 0.5 0.5 0.5884000000000000341060513 0.7138001359619307040205172 0 0.5884000000000000341060513 16.40001740975017341384046 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 0.3098039215686274605587869 -1 -1 -0.9921568627450980670801073 -0.9593987734363608188559169 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="0.2470588235294117751550402 0.4901960784313725838501341 1 1 -0.8431372549019607864906334 -0.7680831249492307000181768 -0.6156862745098039546576274 -0.7254901960784313486030328" Performance="12.94078377184701622581997 0.3108000000000000206945572 0.5 0.5 0.3108000000000000206945572 0.7927927927927927997941993 0 0.3108000000000000206945572 16.32303407585248677946765 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2078431372549018885109717 0.7108908639490312264541672 -0.8823529411764705621123994 -1 -1 -1 -1" Chromosome2="1 0.4901960784313725838501341 0.9038121769579920972148557 -0.5999999999999999777955395 1 1 1 1" Performance="11.77574963901179572189903 0.5352000000000000090594199 0.5 0.5 0.5352000000000000090594199 0.7227204783258595055528417 0 0.5352000000000000090594199 16.29364324405148067853588 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.7098039215686273717409449 -0.9080241599378465755521006 -1 -0.9529411764705881804360388 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.8823529411764705621123994 -0.6110318165804657919437659 1 -0.7176470588235294156831401 1 -0.7176470588235294156831401" Performance="12.23573023150748717569058 0.3951999999999999957367436 0.5 0.5 0.3951999999999999957367436 0.7570850202429150188621065 0 0.3951999999999999957367436 16.1616329795847555317323 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.3960784313725490557445141 0.3254901960784313263985723 0.4901960784313725838501341 -0.907336991163445460983894 -1 -0.9847129418049007654190063 -1 -1" Chromosome2="0.2549019607843137080749329 0.4745098039215687180103487 0.8980392156862744279521849 -0.7114156589277234044033094 1 1 1 1" Performance="11.19531517193836300805287 0.5951999999999999513278226 0.5 0.5 0.5951999999999999513278226 0.7056451612903226200401718 0 0.5951999999999999513278226 15.86536092937550712633765 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 0.1686274509803922239115082 -1 -0.8745098039215686291925067 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2549019607843137080749329 0.5058823529411764496899195 1 -0.6078431372549020217377347 -0.8277345776759590378901521 -0.7176470588235294156831401 1 1" Performance="11.70034956462226105600166 0.3808000000000000273558953 0.5 0.5 0.3808000000000000273558953 0.7521008403361344463178284 0 0.3808000000000000273558953 15.55688936525194598914368 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4196078431372548545041923 0.2882615115299808072890642 0.6862745098039215729812668 -1 -1 -0.9997511079287346724697727 -0.9921568627450980670801073 -1" Chromosome2="0.4431372549019607642861729 0.4212758756719867103690547 0.8823529411764705621123994 1 1 -0.7050955545327632911778437 -0.4901960784313725838501341 1" Performance="12.04821525558165795644072 0.2863999999999999879207735 0.5 0.5 0.2863999999999999879207735 0.78631284916201116264034 0 0.2863999999999999879207735 15.3224194014146846143376 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2470588235294117751550402 0.1686274509803922239115082 0.7019607843137254388210522 -0.8901960784313724950322921 -1 -1 -1 -1" Chromosome2="0.1450980392156862031072251 0.5058823529411764496899195 0.8823529411764705621123994 -0.5764705882352940680135589 -0.8645236856490373655859116 1 1 1" Performance="11.26558724472082850809329 0.4119999999999999773514503 0.5 0.5 0.4119999999999999773514503 0.7378640776699029180107914 0 0.4119999999999999773514503 15.26783534481901760671008 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="37.15999999999999658939487">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="95" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.4817618131972149497777025 0.2705882352941175739147184 0.7276553275606906234784788 -0.9848209783683220530647873 -1 -1 -1 -1" Chromosome2="0.2881736861462291798829938 0.4823529411764706509302414 0.8966551340144017778754915 -0.7626397253777467133417645 1 1 1 0.9992481788088167782291293" Performance="22.65216248159158141106673 0.3343999999999999750421864 0.4819999999999999840127884 0.4819999999999999840127884 0.3343999999999999750421864 0.9114832535885167841271937 0 0.3343999999999999750421864 24.8519787855781650875997 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4935540919741632226447337 0.2705882352941175739147184 0.7276553275606906234784788 -0.9848209783683220530647873 -1 -1 -1 -1" Chromosome2="0.2764799444293752905821293 0.4823529411764706509302414 0.8966551340144017778754915 -0.7626397253777467133417645 1 0.9944536164638739794696676 1 0.9992481788088167782291293" Performance="22.54888116579094514690951 0.3307999999999999829469743 0.4819999999999999840127884 0.4819999999999999840127884 0.3307999999999999829469743 0.9117291414752115574771096 0 0.3307999999999999829469743 24.73199565531712451615931 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4444996715309834645069031 0.2603803822306963722255091 0.733333333333333392545228 -0.9761900868553381460657192 -1 -1 -1 -0.9948453029892483368001876" Chromosome2="0.2697413263452051457313985 0.494991764110779386420802 0.8823529411764705621123994 -0.7543922430137524060000942 0.9857942790228437779376236 1 1 1" Performance="21.76974362149575981106864 0.3267999999999999793942607 0.4819999999999999840127884 0.4819999999999999840127884 0.3267999999999999793942607 0.9033047735618114915112642 0 0.3267999999999999793942607 24.10010913111387154117438 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3912276087821844328118459 -1 0.6997937285427703324458548 -0.9099976992416369814264954 -1 -1 -1 -0.9436505458781697663894761" Chromosome2="0.3185980806218496885762193 1 0.949846375720177049650772 -0.697415171081777973682847 1 0.9825912938704566279568553 -0.5632511470112864238046768 -0.6659178554348534895268585" Performance="19.88963665769309230313411 0.4636000000000000120792265 0.4819999999999999840127884 0.4819999999999999840127884 0.4636000000000000120792265 0.8326143226919758832949015 0 0.4636000000000000120792265 23.8881750116749138612704 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3912276087821844328118459 -1 0.6997937285427703324458548 -0.9099976992416369814264954 -1 -1 -1 -0.9289675310446416922616208" Chromosome2="0.3185980806218496885762193 1 0.949846375720177049650772 -0.697415171081777973682847 1 1 -0.5632511470112864238046768 -0.6840672147299167171752288" Performance="19.77690866531058944133292 0.4600000000000000199840144 0.4819999999999999840127884 0.4819999999999999840127884 0.4600000000000000199840144 0.8321739130434782083511891 0 0.4600000000000000199840144 23.76535524044637526230872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2705882352941175739147184 0.7072933738779587642397928 -1 -1 -0.960784313725490224378234 -1 -1" Chromosome2="1 0.4823529411764706509302414 0.9266705943475139761744686 -0.7812695954944574028289139 1 -0.4039215686274509886644069 1 0.9992481788088167782291293" Performance="21.87049008826605245303654 0.2892000000000000126121336 0.4819999999999999840127884 0.4819999999999999840127884 0.2892000000000000126121336 0.9225449515905947972527201 0 0.2892000000000000126121336 23.70669315414745881298586 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4444996715309834645069031 0.2705882352941175739147184 0.733333333333333392545228 -1 -1 -1 -1 -1" Chromosome2="0.2697413263452051457313985 0.4823529411764706509302414 0.8823529411764705621123994 -0.793975495177503098886973 1 1 1 1" Performance="21.82261826911562963005053 0.2667999999999999816147067 0.4819999999999999840127884 0.4819999999999999840127884 0.2667999999999999816147067 0.9340329835082459286610401 0 0.2667999999999999816147067 23.36386257704674918045384 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3912276087821844328118459 -1 0.6997937285427703324458548 -0.9099976992416369814264954 -1 -0.9802173226080993506670325 -1 -0.9289675310446416922616208" Chromosome2="0.3185980806218496885762193 0.9959174750734176573274681 0.949846375720177049650772 -0.697415171081777973682847 1 1 -0.5632511470112864238046768 -0.6840672147299167171752288" Performance="19.31527635648625462749806 0.4495999999999999996447286 0.4819999999999999840127884 0.4819999999999999840127884 0.4495999999999999996447286 0.8291814946619217030487903 0 0.4495999999999999996447286 23.29438908228599913741164 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3976814317255546460394555 0.2705882352941175739147184 0.733333333333333392545228 -0.9843478332791063545315069 -1 -0.9630972846866509007313084 -1 -1" Chromosome2="0.2604773908885892885756164 0.4823529411764706509302414 0.8823529411764705621123994 -0.7616182807126856690871364 1 1 0.9637519131953778961374724 1" Performance="20.88446525733632697097164 0.2912000000000000143884904 0.4819999999999999840127884 0.4819999999999999840127884 0.2912000000000000143884904 0.9079670329670329609328405 0 0.2912000000000000143884904 23.00134751488781503780956 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3976814317255546460394555 0.2705882352941175739147184 0.733333333333333392545228 -1 -1 -1 -1 -1" Chromosome2="0.2604773908885892885756164 0.4823529411764706509302414 0.8823529411764705621123994 -0.7812695954944574028289139 1 1 0.9637519131953778961374724 1" Performance="20.81231716646992779828906 0.2624000000000000221156427 0.4819999999999999840127884 0.4819999999999999840127884 0.2624000000000000221156427 0.9222560975609755962167924 0 0.2624000000000000221156427 22.56674390281698094895546 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.733333333333333392545228 -1 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="1 1 0.8823529411764705621123994 -0.7812695954944574028289139 1 1 0.9637519131953778961374724 -0.733333333333333392545228" Performance="19.29156565280071333745582 0.2447999999999999898303571 0.4819999999999999840127884 0.4819999999999999840127884 0.2447999999999999898303571 0.9101307189542483522259886 0 0.2447999999999999898303571 21.19647788063561222315911 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6078431372549020217377347 -0.898798106351291647975188 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -1" Chromosome2="1 1 0.9294117647058823816763606 -0.6111880210775231248021555 -0.7568627450980391913049061 -0.6941176470588235059011595 1 1" Performance="13.07483523516451562329621 0.3512000000000000121680443 0.4819999999999999840127884 0.4819999999999999840127884 0.3512000000000000121680443 0.7687927107061502951523835 0 0.3512000000000000121680443 17.00697086885103104236805 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="41.95999999999999374722393">
<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="-0.2470588235294117751550402 0.3254901960784313263985723 -1 -1 -1 -0.9529411764705881804360388 -0.9921568627450980670801073 -0.9237380836072663914393388" Chromosome2="0.199999999999999955591079 0.4745098039215687180103487 1 1 1 -0.7490196078431372583850134 -0.6941176470588235059011595 -0.7173702178137798535217939" Performance="13.42474402010450873490299 0.3371999999999999997335465 0.5088000000000000300204306 0.5088000000000000300204306 0.3371999999999999997335465 0.7983392645314353330832091 0 0.3371999999999999997335465 16.81583834910564689835155 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 0.7456381214394545153822946 -1 -0.9921568627450980670801073 -0.9529411764705881804360388 -0.9921568627450980670801073 -0.853059233366486813210372" Chromosome2="1 0.4745098039215687180103487 0.8662183329887578331351961 1 -0.5999999999999999777955395 -0.7098039215686273717409449 -0.6078431372549020217377347 -0.6780471325438608420910214" Performance="13.57321098593782870977975 0.2756000000000000116351373 0.5088000000000000300204306 0.5088000000000000300204306 0.2756000000000000116351373 0.8229317851959361274083449 0 0.2756000000000000116351373 16.49372551906730777204757 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 -1 -0.8823529411764705621123994 -1 -0.9720188726366544296197958 -1 -0.8901960784313724950322921" Chromosome2="1 0.466666666666666563045851 1 -0.5999999999999999777955395 1 -0.7142719420608230063152178 1 -0.7254901960784313486030328" Performance="12.81213818503667134507396 0.3595999999999999752198221 0.5088000000000000300204306 0.5088000000000000300204306 0.3595999999999999752198221 0.7819799777530589413032658 0 0.3595999999999999752198221 16.38422792083636991833373 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 0.3254901960784313263985723 0.7176470588235293046608376 -1 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2549019607843137080749329 0.466666666666666563045851 0.8901960784313724950322921 1 1 -0.6313725490196078204974128 -0.7064079390745152675634699 1" Performance="12.14522400969063475884013 0.4440000000000000057731597 0.5088000000000000300204306 0.5088000000000000300204306 0.4440000000000000057731597 0.7513513513513513375485786 0 0.4440000000000000057731597 16.16450677548753489531919 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="7" OmissionError="0" CommissionError="43.64000000000000056843419">
<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="108" 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="-0.4577566019113303852350327 0.3176470588235293934786796 0.6620707396621559048810468 -0.9795407120540153833587738 -1 -0.9662845722417913174595583 -1 -1" Chromosome2="0.2430307264384978238602741 0.4823529411764706509302414 0.9039690723774908009957585 -0.7005725791385651879394914 1 -0.7152550231227103871844974 -0.2633156565488967704169454 1" Performance="21.98736262605865476871259 0.3996000000000000107469589 0.5048000000000000264677169 0.5048000000000000264677169 0.3996000000000000107469589 0.8938938938938938427725134 0 0.3996000000000000107469589 24.5972847294877929869017 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4577566019113303852350327 0.3176470588235293934786796 0.6620707396621559048810468 -0.9795407120540153833587738 -1 -0.9662845722417913174595583 -1 -1" Chromosome2="0.2430307264384978238602741 0.4823529411764706509302414 0.9039690723774908009957585 -0.7005725791385651879394914 0.9951948899706112294794025 -0.7152550231227103871844974 -0.2633156565488967704169454 1" Performance="21.98736262605865476871259 0.3996000000000000107469589 0.5048000000000000264677169 0.5048000000000000264677169 0.3996000000000000107469589 0.8938938938938938427725134 0 0.3996000000000000107469589 24.5972847294877929869017 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.7546837417352421084615344 -0.9939118988113477826118469 0.7033874076211537040848043 -0.949688401872183063368027 -1 -0.9662845722417913174595583 -1 -1" Chromosome2="0.1570026222207724364565706 0.9693567632542302581200033 0.9229496918566679752871096 -0.6710471250913265794935114 1 -0.7152550231227103871844974 -0.237441618353420563769518 0.9574462849025925370582968" Performance="21.72952012563309764914266 0.418800000000000005595524 0.5048000000000000264677169 0.5048000000000000264677169 0.418800000000000005595524 0.8844317096466093319762081 0 0.418800000000000005595524 24.56890666472770234918244 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9827648668371616880179431 0.3254901960784313263985723 -1 -0.9264449077268701593368405 -1 -0.9646278539420574116292073 -1 -0.9897380139826252865020706" Chromosome2="1 0.4823529411764706509302414 0.9460990783572197360129508 -0.6646649472878946030007796 -0.6895660985823477417966387 -0.728455489555911217536277 -0.4143373168676215412276065 0.9988790753269845001938165" Performance="21.22119630290744751732745 0.449199999999999988187227 0.5048000000000000264677169 0.5048000000000000264677169 0.449199999999999988187227 0.8691006233303650851951261 0 0.449199999999999988187227 24.41742156574289523973675 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.7186481277775759179959891 -0.9479349949123228036285127 -1 -0.9600852528864002310982073 -1 -0.9132846373092624592260336" Chromosome2="1 0.4823529411764706509302414 0.9156160816709019156789395 -0.6288762432275241121004683 1 -0.7140735869850967088012794 1 -0.7526715011556448509111306" Performance="20.75288389084445839216642 0.4255999999999999783284466 0.5048000000000000264677169 0.5048000000000000264677169 0.4255999999999999783284466 0.8703007518796992414422675 0 0.4255999999999999783284466 23.8456462849443866502952 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3027407846614426079057125 -0.9939118988113477826118469 0.6705882352941177071414813 -0.962814880679929485651769 -0.9992885241647146976617933 -0.9662845722417913174595583 -1 -0.9258109236084948179268395" Chromosome2="0.153953443217133945086772 0.9693567632542302581200033 0.9215686274509804487564679 -0.6718226435271286156591941 1 -0.7152550231227103871844974 1 -0.6490052990220925854814027" Performance="20.49719246236935532579082 0.3811999999999999833022457 0.5048000000000000264677169 0.5048000000000000264677169 0.3811999999999999833022457 0.881427072402938049933141 0 0.3811999999999999833022457 23.25455287694999384484618 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.7072629666713544649425671 -0.9479349949123228036285127 -1 -0.9529411764705881804360388 -1 -0.9132846373092624592260336" Chromosome2="0.9958832802582685550518704 0.4823529411764706509302414 0.907000446203417132196023 -0.6288762432275241121004683 1 -0.7176470588235294156831401 1 -0.7526715011556448509111306" Performance="20.00332963817900377989645 0.4027999999999999913846693 0.5048000000000000264677169 0.5048000000000000264677169 0.4027999999999999913846693 0.8679245283018868217794761 0 0.4027999999999999913846693 23.04731458311928804505442 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9617821004108658700104684 -0.7544205222936237742459298 0.4901960784313725838501341 -1 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.9421318959045622554171473 1 0.9294117647058823816763606 1 1 -0.741862084186982850830816 -0.7061838531855726408537066 -0.7176470588235294156831401" Performance="16.29165922859145609891129 0.550000000000000044408921 0.5048000000000000264677169 0.5048000000000000264677169 0.550000000000000044408921 0.7847272727272727177449951 0 0.550000000000000044408921 20.76091885015129889779928 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2847574870473418284788636 -1 -1 -1 -0.9587906906253420569186119 -1 -0.8901960784313724950322921" Chromosome2="1 0.4443821813740762016742281 1 1 -0.474056331609494452372644 -0.7529469954806343734432517 -0.7176890089089132951372108 -0.7568627450980391913049061" Performance="17.33482434358750623459855 0.2995999999999999774402681 0.5048000000000000264677169 0.5048000000000000264677169 0.2995999999999999774402681 0.8691588785046728826699791 0 0.2995999999999999774402681 19.94436779315982022353637 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.3257380593531564172415926 0.6970522974745608779656436 -0.8980392156862745389744873 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.444447895805381909539733 0.862640279566175172121234 -0.5764705882352940680135589 -0.7019607843137254388210522 -0.7258893800789818495644568 1 1" Performance="16.61400965214410518910881 0.2979999999999999871214129 0.5048000000000000264677169 0.5048000000000000264677169 0.2979999999999999871214129 0.8590604026845637397613586 0 0.2979999999999999871214129 19.33974561069899777976389 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 0.7254901960784314596253353 -0.9046088969726271411531116 -1 -1 -0.9921568627450980670801073 -0.90347875982337022549018" Chromosome2="0.199999999999999955591079 1 0.8901960784313724950322921 -0.6550416999363473102846456 1 1 -0.4588235294117647411482608 -0.7504654174886391526655416" Performance="14.51994429875756331682624 0.3264000000000000234479103 0.5048000000000000264677169 0.5048000000000000264677169 0.3264000000000000234479103 0.8161764705882352810561997 0 0.3264000000000000234479103 17.79020202370296033222985 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3176470588235293934786796 0.7476594005020993360943748 -1 -1 -0.9726900012208015144921092 -0.9921568627450980670801073 -1" Chromosome2="1 0.4823529411764706509302414 0.8648452911627355632617764 1 1 -0.7271810376170559919728476 -0.5529411764705882692538808 1" Performance="14.19838503289361142378766 0.3592000000000000192734717 0.5048000000000000264677169 0.5048000000000000264677169 0.3592000000000000192734717 0.8006681514476614580644309 0 0.3592000000000000192734717 17.73317073649299402404722 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4039215686274509886644069 -1 0.7090016928830129572247642 -0.8823529411764705621123994 -1 -0.9450980392156862475161461 -1 -1" Chromosome2="0.3098039215686274605587869 1 0.8485812637681031667113984 -0.6078431372549020217377347 1 -0.7568627450980391913049061 1 1" Performance="14.70560950270438738129997 0.2979999999999999871214129 0.5048000000000000264677169 0.5048000000000000264677169 0.2979999999999999871214129 0.8295302013422818365739886 0 0.2979999999999999871214129 17.72763605099477146609388 0"/>
<Rule Type="r" Prediction="0" Chromosome1="-1 -1 0.3085392701556282646357943 -2.318639454167764846204136 -1 -1 -1 0.2058631748023484198117927" Chromosome2="1 1 0.6073632501659659288506532 1.714143006409703628989405 1 1 1 -0.1412989042599048505888248" Performance="14.79065581686155539387073 0.2716000000000000080824236 0.4951999999999999735322831 0.5048000000000000264677169 0.2716000000000000080824236 0.8350515463917526082227027 0 0.2716000000000000080824236 17.7122668424144542598242 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 0.733333333333333392545228 -1 -1 -0.9450980392156862475161461 -0.9921568627450980670801073 -1" Chromosome2="1 0.466666666666666563045851 0.8823529411764705621123994 1 -0.6750261066315459412834343 -0.7490196078431372583850134 -0.6862745098039215729812668 1" Performance="14.46141019433388130721596 0.3200000000000000066613381 0.5048000000000000264677169 0.5048000000000000264677169 0.3200000000000000066613381 0.8175000000000000044408921 0 0.3200000000000000066613381 17.68979840285490112705702 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.3254901960784313263985723 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="1 0.4745098039215687180103487 1 -0.5921568627450980448756468 -0.8274509803921568096285455 -0.7178576632734147144887515 -0.5529411764705882692538808 1" Performance="14.42316317106887524346348 0.3180000000000000048849813 0.5048000000000000264677169 0.5048000000000000264677169 0.3180000000000000048849813 0.8176100628930818015049908 0 0.3180000000000000048849813 17.64063803230731508620011 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="43.71000000000000085265128">
<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="-0.9966295987934521427575874 0.2142985100751997606938204 -0.9978013067525259849332997 -0.918852211810172847528122 -1 -0.9957776765362554849403409 -1 -0.9586302650988929308084607" Chromosome2="1 0.5097508133597232760081397 0.9944734640647562295967532 -0.6968721235592015839088731 0.987499186895408831432519 -0.7464109031207003530639099 -0.3395554409526727046575445 0.9678996696343852290667087" Performance="20.02046361870653257142294 0.4656000000000000138555833 0.5080000000000000071054274 0.5080000000000000071054274 0.4656000000000000138555833 0.8522336769759449870420553 0 0.4656000000000000138555833 23.49175368162742572053503 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4240245532668860395375532 0.2078431372549018885109717 -0.9978013067525259849332997 -0.9116410800467823483117513 -1 -0.9957776765362554849403409 -1 -1" Chromosome2="0.2622383361415303038022273 0.5294117647058822484495977 0.9944734640647562295967532 -0.6887999664439493630041511 1 -0.7464109031207003530639099 -0.3395554409526727046575445 1" Performance="20.10210015643463421497472 0.4404000000000000136779477 0.5080000000000000071054274 0.5080000000000000071054274 0.4404000000000000136779477 0.8601271571298819695883253 0 0.4404000000000000136779477 23.37107948493614628659998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4240245532668860395375532 0.2078431372549018885109717 -0.9978013067525259849332997 -0.9116410800467823483117513 -1 -0.9957776765362554849403409 -1 -0.9805717479903250932693481" Chromosome2="0.2622383361415303038022273 0.5294117647058822484495977 0.9944734640647562295967532 -0.6887999664439493630041511 1 -0.7464109031207003530639099 -0.3395554409526727046575445 0.9951733818108384754808071" Performance="20.10210015643463421497472 0.4404000000000000136779477 0.5080000000000000071054274 0.5080000000000000071054274 0.4404000000000000136779477 0.8601271571298819695883253 0 0.4404000000000000136779477 23.37107948493614628659998 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9854798170634442300297451 -0.9723397229213778247824962 -1.16393487236394288508734 -1 -1 -0.9159236646239079515652293" Chromosome2="0.9839543070644140021485669 1 0.97926258806967070302818 -0.7198862955595055623803091 0.7818956635683271816361639 -0.6951207440024073092033063 -0.6902953361740647997280007 -0.7266316869533528954860913" Performance="18.93570790904659162379176 0.4531999999999999917399407 0.5080000000000000071054274 0.5080000000000000071054274 0.4531999999999999917399407 0.8420123565754633609969915 0 0.4531999999999999917399407 22.48863423579642528693512 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1952255151972485947009517 -0.9746664510418970861493904 -0.9279286756812812342332109 -1 -0.9879351071602239242608334 -0.9921568627450980670801073 -0.9586302650988929308084607" Chromosome2="1 0.5135324799037352949682145 1 -0.709478283588222180533478 1 -0.7584814801908174031197518 -0.3647058823529412130426408 0.9678996696343852290667087" Performance="19.56742589979642943376348 0.3711999999999999744204615 0.5080000000000000071054274 0.5080000000000000071054274 0.3711999999999999744204615 0.875 0 0.3711999999999999744204615 22.36277245691020354456668 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 0.2705882352941175739147184 0.6725895296334855055775392 -1 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2784313725490195068346111 0.5058823529411764496899195 0.9299222922162608817586715 -0.6774782968311657826987471 0.9488598995635079136334866 -0.6941176470588235059011595 1 0.7180983639721358890994907" Performance="18.87226592760407584137283 0.4315999999999999836575171 0.5080000000000000071054274 0.5080000000000000071054274 0.4315999999999999836575171 0.8470806302131603793270642 0 0.4315999999999999836575171 22.27918483138380523200794 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9966295987934521427575874 0.2078431372549018885109717 -1 -0.9116410800467823483117513 -1 -0.9957776765362554849403409 -0.9895929707326159840974356 -0.9586302650988929308084607" Chromosome2="1 0.5294117647058822484495977 1 -0.6887999664439493630041511 0.9763947453349828276003564 -0.7464109031207003530639099 -0.3446871699257544885419691 0.9678996696343852290667087" Performance="19.3693660103016540574572 0.3751999999999999779731752 0.5080000000000000071054274 0.5080000000000000071054274 0.3751999999999999779731752 0.8710021321961620710538909 0 0.3751999999999999779731752 22.23802364463029590524457 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2078431372549018885109717 -1 -0.9288673009010357528580926 -1 -0.9885637117573254917246572 -0.9921568627450980670801073 -0.9586302650988929308084607" Chromosome2="1 0.5294117647058822484495977 1 -0.7095275766908253345377489 1 -0.7614364972760044869559692 -0.3647058823529412130426408 0.9678996696343852290667087" Performance="19.32559502089500824695278 0.372800000000000020250468 0.5080000000000000071054274 0.5080000000000000071054274 0.372800000000000020250468 0.871244635193132999084753 0 0.372800000000000020250468 22.18159428506668362501841 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1924720142143634404874319 -1 -0.9432634151752684603664534 -1 -0.9565569228677210933398101 -1 -1" Chromosome2="1 0.5067214853852902711750517 1 -0.7143135199391578149530346 1 -0.7275673547623172643383782 -0.3803159361778229441419796 1" Performance="18.70641669514347071867633 0.4268000000000000127009514 0.5080000000000000071054274 0.5080000000000000071054274 0.4268000000000000127009514 0.8462980318650421551751606 0 0.4268000000000000127009514 22.10381684797129864250564 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9966295987934521427575874 0.2078431372549018885109717 -1 -0.9405908283416402060339578 -1 -0.9957776765362554849403409 -0.9921568627450980670801073 -0.9586302650988929308084607" Chromosome2="1 0.5294117647058822484495977 1 -0.716875277117800635551248 1 -0.7464109031207003530639099 -0.3647058823529412130426408 0.9678996696343852290667087" Performance="19.07258297521989121037223 0.3664000000000000034638958 0.5080000000000000071054274 0.5080000000000000071054274 0.3664000000000000034638958 0.8700873362445414871402249 0 0.3664000000000000034638958 21.9203086641172149029444 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9723397229213778247824962 -1.16393487236394288508734 -1 -0.9977712130288826086754739 -0.9159236646239079515652293" Chromosome2="1 1 1 -0.7198862955595055623803091 0.7818956635683271816361639 -0.6951207440024073092033063 -0.7128365228075209669711398 -0.7266316869533528954860913" Performance="18.53682422784279282268471 0.4087999999999999967137398 0.5080000000000000071054274 0.5080000000000000071054274 0.4087999999999999967137398 0.8493150684931506377850496 0 0.4087999999999999967137398 21.82561562310522518259859 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3411764705882353032606602 -1 0.7098039215686273717409449 -0.896937754443463131082126 -1 -1 -1 -0.9136081780751055259059967" Chromosome2="0.2470588235294117751550402 1 0.9058823529411763608720776 -0.6643870907991129559633237 1 -0.6247739247415720065248479 0.9988175860376327097611693 -0.6935661013975261690589491" Performance="17.68126494494292089143528 0.4431999999999999828581565 0.5080000000000000071054274 0.5080000000000000071054274 0.4431999999999999828581565 0.8285198555956678756473366 0 0.4431999999999999828581565 21.34078601197903779507214 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2078431372549018885109717 -1 -0.9434920734730920521826647 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="1 0.5294117647058822484495977 1 -0.673887218252029795984015 0.998208480719954494020385 -0.7098039215686273717409449 -0.3803159361778229441419796 1" Performance="17.16907436075444692846759 0.4792000000000000148325796 0.5080000000000000071054274 0.5080000000000000071054274 0.4792000000000000148325796 0.8130217028380634092243895 0 0.4792000000000000148325796 21.11760891599982414845726 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9723397229213778247824962 -1.16393487236394288508734 -1 -0.9921568627450980670801073 -0.9159236646239079515652293" Chromosome2="1 1 0.9857662075267332735251102 -0.7198862955595055623803091 0.7818956635683271816361639 -0.6951207440024073092033063 -0.7098039215686273717409449 -0.7266316869533528954860913" Performance="18.03182591104707910290017 0.3679999999999999937827511 0.5080000000000000071054274 0.5080000000000000071054274 0.3679999999999999937827511 0.8554347826086956541047357 0 0.3679999999999999937827511 21.07913575370179515289237 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9723397229213778247824962 -1.16393487236394288508734 -1 -0.9921568627450980670801073 -0.9159236646239079515652293" Chromosome2="0.9839543070644140021485669 1 1 -0.7198862955595055623803091 0.7818956635683271816361639 -0.6951207440024073092033063 -0.7098039215686273717409449 -0.7266316869533528954860913" Performance="18.03182591104707910290017 0.3679999999999999937827511 0.5080000000000000071054274 0.5080000000000000071054274 0.3679999999999999937827511 0.8554347826086956541047357 0 0.3679999999999999937827511 21.07913575370179515289237 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 -1 0.6775653771040943684766944 -0.8955858497884436886238291 -0.9921568627450980670801073 -0.9714333553271529142492113 -1 -1" Chromosome2="0.4431372549019607642861729 1 0.9286099284621694982533313 -0.6632754956381037292345582 -0.5999999999999999777955395 -0.7654473477638006340129095 -0.5723522926385617992650623 1" Performance="18.06397846305501886376987 0.3244000000000000216715534 0.5080000000000000071054274 0.5080000000000000071054274 0.3244000000000000216715534 0.8717632552404438461834957 0 0.3244000000000000216715534 20.72119736002492373927453 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3928574121501991478488947 -1 0.7098039215686273717409449 -0.9963176140079219589296144 -1 -1 -1 -0.9208341170859717372820796" Chromosome2="0.2939117522355977896175716 1 0.9058823529411763608720776 -0.6555181472765049255357894 0.9945865861159197685026356 1 1 -0.7385197490745899484565484" Performance="16.65926377343540565334479 0.487200000000000021938007 0.5080000000000000071054274 0.5080000000000000071054274 0.487200000000000021938007 0.8045977011494253039458613 0 0.487200000000000021938007 20.70508497555543314661008 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9535010534338652643526757 -1 -0.9723397229213778247824962 -0.9921568627450980670801073 -0.9944764675928607911004065 -1 -0.9159236646239079515652293" Chromosome2="1 1 1 -0.7198862955595055623803091 -0.5999999999999999777955395 -0.7088581674910313656923222 -0.7038764912613328927903922 -0.7266316869533528954860913" Performance="17.9576641664632461470319 0.3256000000000000005329071 0.5080000000000000071054274 0.5080000000000000071054274 0.3256000000000000005329071 0.8697788697788697565016491 0 0.3256000000000000005329071 20.64624100494503267100299 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.9535010534338652643526757 -0.9921235518118778351492892 -0.9723397229213778247824962 -0.9921568627450980670801073 -0.9944764675928607911004065 -1 -0.9159236646239079515652293" Chromosome2="1 1 1 -0.7198862955595055623803091 -0.5999999999999999777955395 -0.7088581674910313656923222 -0.7038764912613328927903922 -0.7266316869533528954860913" Performance="17.9576641664632461470319 0.3256000000000000005329071 0.5080000000000000071054274 0.5080000000000000071054274 0.3256000000000000005329071 0.8697788697788697565016491 0 0.3256000000000000005329071 20.64624100494503267100299 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3254901960784313263985723 0.2812261910110615548141766 0.7254901960784314596253353 -0.9116410800467823483117513 -1 -0.9529411764705881804360388 -1 -1" Chromosome2="0.2470588235294117751550402 0.4928229942443657085604514 0.8980392156862744279521849 -0.6887999664439493630041511 1 -0.7098039215686273717409449 1 0.989417782647812660279385" Performance="17.6882095015030600393402 0.3376000000000000111910481 0.5080000000000000071054274 0.5080000000000000071054274 0.3376000000000000111910481 0.8613744075829383728404309 0 0.3376000000000000111910481 20.53486770188250787327888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3411764705882353032606602 -1 0.7098039215686273717409449 -0.896937754443463131082126 -1 -1 -1 -0.8980392156862745389744873" Chromosome2="0.2470588235294117751550402 1 0.9058823529411763608720776 -0.6643870907991129559633237 1 -0.6247739247415720065248479 1 -0.7019607843137254388210522" Performance="16.87675051060510256206726 0.4243999999999999994670929 0.5080000000000000071054274 0.5080000000000000071054274 0.4243999999999999994670929 0.8228086710650329704819228 0 0.4243999999999999994670929 20.51114810051777226362901 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3254901960784313263985723 -1 -1 -0.9055929817447141427777524 -1 -0.960784313725490224378234 -0.9921568627450980670801073 -0.8980392156862745389744873" Chromosome2="0.2470588235294117751550402 1 1 -0.573225010819576552556498 1 -0.6941176470588235059011595 -0.6862745098039215729812668 -0.7019607843137254388210522" Performance="12.81246135308320432955043 0.4179999999999999826805208 0.5080000000000000071054274 0.5080000000000000071054274 0.4179999999999999826805208 0.7665071770334928036305655 0 0.4179999999999999826805208 16.71538341319843823384872 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 -1 -1 -0.9064777898185957250021261 -1 -0.9529411764705881804360388 -1 -0.8980392156862745389744873" Chromosome2="0.4431372549019607642861729 1 1 -0.5866993451431806727569551 1 -0.6941176470588235059011595 1 -0.7098039215686273717409449" Performance="12.23944766878072876181704 0.5432000000000000161648472 0.5080000000000000071054274 0.5080000000000000071054274 0.5432000000000000161648472 0.7341678939617083399227226 0 0.5432000000000000161648472 16.67118348465820432124929 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8980392156862745389744873 -1 -0.9529411764705881804360388 -0.9921568627450980670801073 -1" Chromosome2="1 1 1 -0.5607843137254902021737735 -0.8508931798382998179519632 -0.7098039215686273717409449 -0.5686274509803921350936662 1" Performance="12.62322499615793169880362 0.4359999999999999986677324 0.5080000000000000071054274 0.5080000000000000071054274 0.4359999999999999986677324 0.7596330275229358219846176 0 0.4359999999999999986677324 16.61753049011128524625747 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="9" OmissionError="0" CommissionError="43.75">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<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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<Algorithm Id="ENFA" Version="0.1.3">
<Parameters>
<Parameter Id="DiscardMethod" Value="2"/>
<Parameter Id="DisplayLoadings" Value="0"/>
<Parameter Id="NumberOfBackgroundPoints" Value="10000"/>
<Parameter Id="NumberOfRetries" Value="5"/>
<Parameter Id="RetainComponents" Value="2"/>
<Parameter Id="RetainVariation" Value="0.75"/>
<Parameter Id="VerboseDebug" Value="0"/></Parameters>
<Model>
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