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<Algorithm Id="ENFA" Version="0.1.3">
<Parameters>
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<Parameter Id="NumberOfRetries" Value="10"/>
<Parameter Id="RetainComponents" Value="2"/>
<Parameter Id="RetainVariation" Value="0.75"/>
<Parameter Id="VerboseDebug" Value="0"/></Parameters>
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<Feature Type="3" Reverse="1" Ref="7" Min="-429.5" Max="2" Lambda="-0.5083027524062004864902065"/>
<Feature Type="3" Reverse="0" Ref="5" Min="368.5" Max="981" Lambda="-0.1706838455686177091763511"/>
<Feature Type="3" Reverse="1" Ref="7" Min="-150.5" Max="2" Lambda="0.04851002257017218710632989"/>
<Feature Type="3" Reverse="0" Ref="1" Min="334.5" Max="368" Lambda="0"/>
<Feature Type="3" Reverse="0" Ref="7" Min="1170.5" Max="1891" Lambda="0.06642041921373666168992855"/></Features></MaximumEntropy></Model></Algorithm>
<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="41.5100000000000051159077">
<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 0.1686274509803922239115082 -1 -0.8980392156862745389744873 -1 -0.9353089494771698042541175 -0.9921568627450980670801073 -1" Chromosome2="1 0.4509803921568626972060656 1 -0.5999999999999999777955395 1 -0.6299990567830143772809492 -0.6941176470588235059011595 1" Performance="15.53151270704208997130991 0.4636000000000000120792265 0.5100000000000000088817842 0.5100000000000000088817842 0.4636000000000000120792265 0.7963761863675582475252668 0 0.4636000000000000120792265 19.50273372422728357378219 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="42.12000000000000454747351">
<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="93" 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 0.1795769519775229083879964 -1 -0.9084708058532058316814073 -1 -1 -1 -1" Chromosome2="1 0.4231629919899884129108614 1 -0.6224707624323073673622275 -0.665457236204369362297939 1 1 1" Performance="15.13412710921179105127976 0.542399999999999993249844 0.5080000000000000071054274 0.5080000000000000071054274 0.542399999999999993249844 0.7735988200589970498199932 0 0.542399999999999993249844 19.56327584374755801377432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1795769519775229083879964 -0.9787273546335873986024012 -0.9084708058532058316814073 -1 -1 -1 -1" Chromosome2="1 0.4231629919899884129108614 0.9836784653296625213769744 -0.6224707624323073673622275 -0.665457236204369362297939 1 1 1" Performance="15.13412710921179105127976 0.542399999999999993249844 0.5080000000000000071054274 0.5080000000000000071054274 0.542399999999999993249844 0.7735988200589970498199932 0 0.542399999999999993249844 19.56327584374755801377432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1795769519775229083879964 -1 -0.9084708058532058316814073 -1 -1 -1 -0.9950787160162102296112607" Chromosome2="1 0.4231629919899884129108614 1 -0.6224707624323073673622275 -0.665457236204369362297939 1 1 0.9733610974405618732063772" Performance="15.13412710921179105127976 0.542399999999999993249844 0.5080000000000000071054274 0.5080000000000000071054274 0.542399999999999993249844 0.7735988200589970498199932 0 0.542399999999999993249844 19.56327584374755801377432 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1795769519775229083879964 -1 -0.9084708058532058316814073 -1 -1 -1 -0.9950787160162102296112607" Chromosome2="1 0.4231629919899884129108614 0.9975702955620363576727527 -0.6224707624323073673622275 -0.665457236204369362297939 1 1 0.9733610974405618732063772" Performance="15.13412710921179105127976 0.542399999999999993249844 0.5080000000000000071054274 0.5080000000000000071054274 0.542399999999999993249844 0.7735988200589970498199932 0 0.542399999999999993249844 19.56327584374755801377432 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5607843137254902021737735 -0.9481408637674415551543916 -0.9921568627450980670801073 -0.8745098039215686291925067 -1 -1" Chromosome2="1 1 0.866666666666666696272614 -0.6838814858712402022788979 -0.7254901960784313486030328 -0.5372549019607842923917929 0.9566110745372791157592474 1" Performance="14.38143035251533063956231 0.3360000000000000208721929 0.5080000000000000071054274 0.5080000000000000071054274 0.3360000000000000208721929 0.8130952380952380931233847 0 0.3360000000000000208721929 17.68726426956497377318556 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.8980392156862745389744873 -1 -1 -0.9652055700690541639730213 -0.9788470137147948779698936" Chromosome2="1 0.4431372549019607642861729 1 -0.6235294117647058875775201 -0.7702448820950937857787721 1 -0.7417229873530611916621069 1" Performance="13.9129970143527508241732 0.3672000000000000263788991 0.5080000000000000071054274 0.5080000000000000071054274 0.3672000000000000263788991 0.7962962962962962798485478 0 0.3672000000000000263788991 17.47213578546624646037344 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.977491403358024424363748 0.2328572067428452130322114 0.5607843137254902021737735 -1 -0.9921568627450980670801073 -0.9843137254901961341602146 -0.9921568627450980670801073 -0.9380368537546058815834726" Chromosome2="0.997555063874052239114576 0.3903894738823759924528645 0.866666666666666696272614 1 -0.7098039215686273717409449 -0.4666666666666666740681535 -0.6941176470588235059011595 -0.5834956384970902965036998" Performance="14.06122031963132634757585 0.3423999999999999821476138 0.5080000000000000071054274 0.5080000000000000071054274 0.3423999999999999821476138 0.8060747663551401931414375 0 0.3423999999999999821476138 17.44406462841219607184939 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="42.88000000000000255795385">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="88" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1865215970681248780493888 0.6842263932861595288059675 -0.9169056999489288983795632 -0.9921568627450980670801073 -0.9215686274509804487564679 -1 -0.8901960784313724950322921" Chromosome2="1 0.3637634177478656360982257 0.9888359147478782418261289 -0.6200910192056029446305843 -0.7411764705882353254651207 -0.4823529411764705399079389 0.995634973798764866259603 -0.6862745098039215729812668" Performance="22.89597583501610600364984 0.2827999999999999958255614 0.5080000000000000071054274 0.5080000000000000071054274 0.2827999999999999958255614 0.9575671852899575453577086 0 0.2827999999999999958255614 23.91056856034916933140266 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1865215970681248780493888 0.6673127233582367701103522 -0.9169056999489288983795632 -0.9921568627450980670801073 -1 -1 -0.8901960784313724950322921" Chromosome2="1 0.3637634177478656360982257 0.9948031061018506315818399 -0.6200910192056029446305843 -0.7411764705882353254651207 1 1 -0.6862745098039215729812668" Performance="21.97851709249594165385133 0.2872000000000000108357767 0.5080000000000000071054274 0.5080000000000000071054274 0.2872000000000000108357767 0.9428969359331476063346145 0 0.2872000000000000108357767 23.30956465644326058850311 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9915814131032675282639843 0.1865215970681248780493888 0.6673127233582367701103522 -0.9169056999489288983795632 -0.9921568627450980670801073 -1 -1 -0.8901960784313724950322921" Chromosome2="0.97911357127595688432109 0.3637634177478656360982257 0.9948031061018506315818399 -0.6200910192056029446305843 -0.7411764705882353254651207 1 1 -0.6862745098039215729812668" Performance="21.97851709249594165385133 0.2872000000000000108357767 0.5080000000000000071054274 0.5080000000000000071054274 0.2872000000000000108357767 0.9428969359331476063346145 0 0.2872000000000000108357767 23.30956465644326058850311 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.6253569487993623221555595 -0.997914162872914678459324 0.6697149080133029119821231 -0.8980392156862745389744873 -1 -0.8788381400871004833774691 -0.9843137254901961341602146 -0.9277318565191862154151181" Chromosome2="0.05954984418828690451164221 1 0.8480613567788775064570927 -0.5999999999999999777955395 1 -0.6273329678572966416894019 -0.7176470588235294156831401 -0.6756086615887427759830075" Performance="20.5405985808166207107206 0.3048000000000000153654867 0.5080000000000000071054274 0.5080000000000000071054274 0.3048000000000000153654867 0.9146981627296587591402499 0 0.3048000000000000153654867 22.45614938103624780296741 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.6253569487993623221555595 -1 0.6844191701858400866953502 -0.8867565312354748208178989 -1 -0.8916393984839612318893387 -0.9843137254901961341602146 -0.9277318565191862154151181" Chromosome2="0.05954984418828690451164221 1 0.8315955497379903249566269 -0.617310322734055505478068 1 -0.601694261554774678657509 -0.7176470588235294156831401 -0.6756086615887427759830075" Performance="20.66672785331944339759502 0.2928000000000000047073456 0.5080000000000000071054274 0.5080000000000000071054274 0.2928000000000000047073456 0.9221311475409835756167354 0 0.2928000000000000047073456 22.41191820537753187636554 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.6253569487993623221555595 -1 0.6844191701858400866953502 -0.8867565312354748208178989 -0.9984158043895500211917238 -0.8916393984839612318893387 -0.9843137254901961341602146 -0.9277318565191862154151181" Chromosome2="0.05954984418828690451164221 1 0.8315955497379903249566269 -0.617310322734055505478068 0.9878602786416030845373371 -0.601694261554774678657509 -0.7176470588235294156831401 -0.6756086615887427759830075" Performance="20.66672785331944339759502 0.2928000000000000047073456 0.5080000000000000071054274 0.5080000000000000071054274 0.2928000000000000047073456 0.9221311475409835756167354 0 0.2928000000000000047073456 22.41191820537753187636554 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5607843137254902021737735 -0.8924744073995480864169849 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 1 0.8509803921568628304328286 -0.7013013545423746331053394 -0.7411764705882353254651207 1 1 1" Performance="18.32324483411383297948305 0.436400000000000010125234 0.5080000000000000071054274 0.5080000000000000071054274 0.436400000000000010125234 0.8386801099908340884070412 0 0.436400000000000010125234 21.8477159716045825632591 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5607843137254902021737735 -0.8924744073995480864169849 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="0.8923148884205147624015808 1 0.8509803921568628304328286 -0.7013013545423746331053394 -0.7411764705882353254651207 1 1 1" Performance="18.32324483411383297948305 0.436400000000000010125234 0.5080000000000000071054274 0.5080000000000000071054274 0.436400000000000010125234 0.8386801099908340884070412 0 0.436400000000000010125234 21.8477159716045825632591 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4573627345022348023029224 -1 -1 -1 -0.9886329161146512056745905 -1 -0.9843137254901961341602146 -1" Chromosome2="-0.03935630018141564323563841 1 1 1 1 1 -0.7176470588235294156831401 1" Performance="15.79102633990249771045455 0.3775999999999999912070336 0.5080000000000000071054274 0.5080000000000000071054274 0.3775999999999999912070336 0.8209745762711864180971588 0 0.3775999999999999912070336 19.23448885789413864699782 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 0.2003580312283584352606169 0.6078431372549020217377347 -1 -0.9843137254901961341602146 -0.9215686274509804487564679 -0.9843137254901961341602146 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4096070486190469539522496 0.8431372549019606754683309 1 -0.7647058823529411242247988 -0.4823529411764705399079389 -0.7176470588235294156831401 -0.7019607843137254388210522" Performance="16.6009886190021340723888 0.2912000000000000143884904 0.5080000000000000071054274 0.5080000000000000071054274 0.2912000000000000143884904 0.8640109890109890500298206 0 0.2912000000000000143884904 19.21386282135700085405006 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 0.2426911590960814935069578 0.5843137254901960009334516 -0.8905461782041718121760709 -1 -0.9137254901960784048142727 -1 -1" Chromosome2="0.2235294117647059763953621 0.3818449733466988682550891 0.8431372549019606754683309 -0.588127450148264507845397 1 -0.545098039215686336333988 1 1" Performance="16.08344876889623620286329 0.3367999999999999882760449 0.5080000000000000071054274 0.5080000000000000071054274 0.3367999999999999882760449 0.8384798099762470480200705 0 0.3367999999999999882760449 19.18167686035500096863871 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 0.2426911590960814935069578 0.5843137254901960009334516 -0.8905461782041718121760709 -1 -0.9137254901960784048142727 -0.9968226561322808265686035 -1" Chromosome2="0.2235294117647059763953621 0.3818449733466988682550891 0.8431372549019606754683309 -0.588127450148264507845397 1 -0.545098039215686336333988 1 1" Performance="16.08344876889623620286329 0.3367999999999999882760449 0.5080000000000000071054274 0.5080000000000000071054274 0.3367999999999999882760449 0.8384798099762470480200705 0 0.3367999999999999882760449 19.18167686035500096863871 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2313725490196079093152548 -1 -0.8980392156862745389744873 -0.9843137254901961341602146 -1 -0.9843137254901961341602146 -0.9644802089780568632448876" Chromosome2="1 0.4039215686274508776421044 1 -0.5999999999999999777955395 -0.7647058823529411242247988 1 -0.7176470588235294156831401 0.9862743129208684234043858" Performance="15.60172619207484778769413 0.3943999999999999728217404 0.5080000000000000071054274 0.5080000000000000071054274 0.3943999999999999728217404 0.813387423935091224969085 0 0.3943999999999999728217404 19.18117459524414059046649 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="3" OmissionError="0" CommissionError="43.81000000000000227373675">
<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="107" 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="-0.4203982019866199237867477 -1 0.6891719326321862348905256 -0.9213369208893876782795473 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.9145165129768421108380494" Chromosome2="0.3083419662259120896941056 0.9988723346983553463829253 0.8774532114136789351377388 -0.7193470704149375061220439 -0.7803921568627451010868867 1 -0.772549019607843168166994 -0.6858403584975601985362914" Performance="19.89398515984971282932747 0.3536000000000000254019028 0.5031999999999999806377105 0.5031999999999999806377105 0.3536000000000000254019028 0.8823529411764705621123994 0 0.3536000000000000254019028 22.54651651449634286450419 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7092898404491799757565218 -1 -1 -1 -0.958606088059677730051078 -0.9046663539360613182083171" Chromosome2="1 0.9768420540812340346903397 0.8906289249971633958935513 -0.7215270963260064229771729 1 1 0.9575928516081976260565511 -0.673507993140792460273758" Performance="19.54724637177407942090213 0.3164000000000000145661261 0.5031999999999999806377105 0.5031999999999999806377105 0.3164000000000000145661261 0.8925410872313527255172971 0 0.3164000000000000145661261 21.90066838537294202637895 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7092898404491799757565218 -1 -1 -0.9905171633708751421920624 -0.9604900339428259492535744 -0.9046663539360613182083171" Chromosome2="1 0.9768420540812340346903397 0.8906289249971633958935513 -0.7215270963260064229771729 0.9876755901226182965402245 1 0.9645695006284786821026955 -0.673507993140792460273758" Performance="19.47835836503246653705901 0.3168000000000000260236277 0.5031999999999999806377105 0.5031999999999999806377105 0.3168000000000000260236277 0.8914141414141414365701621 0 0.3168000000000000260236277 21.8510762395265061286409 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6793004468109132831799002 -0.9889199906566108477790067 -1 -0.9986085681043364026265863 -0.9953429655827306099524776 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8832712628140209076832434 -0.7123984233554383482811545 0.985524332819392778759493 1 1 -0.6862745098039215729812668" Performance="18.56489607221735482767144 0.3808000000000000273558953 0.5031999999999999806377105 0.5031999999999999806377105 0.3808000000000000273558953 0.8550420168067226489583277 0 0.3808000000000000273558953 21.71226174539425457510333 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6793004468109132831799002 -1 -0.994128052693079466983761 -1 -0.9953429655827306099524776 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8832712628140209076832434 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="18.73803629677043858237084 0.3416000000000000147437618 0.5031999999999999806377105 0.5031999999999999806377105 0.3416000000000000147437618 0.8711943793911006705954492 0 0.3416000000000000147437618 21.50844488903488738174019 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6891719326321862348905256 -1 -1 -1 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8774532114136789351377388 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="18.23345737956247702982182 0.3891999999999999904076731 0.5031999999999999806377105 0.5031999999999999806377105 0.3891999999999999904076731 0.8478931140801644339433096 0 0.3891999999999999904076731 21.50442912765368674854471 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4203982019866199237867477 -1 -1 -0.9341888717556031673794337 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.9145165129768421108380494" Chromosome2="0.3083419662259120896941056 1 1 -0.7306319320019978302838126 -0.7803921568627451010868867 1 -0.772549019607843168166994 -0.6858403584975601985362914" Performance="18.71900283121088293114553 0.3427999999999999936051154 0.5031999999999999806377105 0.5031999999999999806377105 0.3427999999999999936051154 0.870478413068844769640009 0 0.3427999999999999936051154 21.50427000850901748663091 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4203982019866199237867477 -1 -1 -0.9341888717556031673794337 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.9145165129768421108380494" Chromosome2="0.3083419662259120896941056 0.9988723346983553463829253 1 -0.7306319320019978302838126 -0.7803921568627451010868867 1 -0.772549019607843168166994 -0.6858403584975601985362914" Performance="18.71900283121088293114553 0.3427999999999999936051154 0.5031999999999999806377105 0.5031999999999999806377105 0.3427999999999999936051154 0.870478413068844769640009 0 0.3427999999999999936051154 21.50427000850901748663091 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6793004468109132831799002 -1 -1 -1 -0.9953429655827306099524776 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8832712628140209076832434 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="18.37339813264413379556572 0.3608000000000000095923269 0.5031999999999999806377105 0.5031999999999999806377105 0.3608000000000000095923269 0.859201773835920223909568 0 0.3608000000000000095923269 21.38426466534839676114643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6793004468109132831799002 -1 -1 -0.9986085681043364026265863 -0.9953429655827306099524776 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8832712628140209076832434 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="18.37339813264413379556572 0.3608000000000000095923269 0.5031999999999999806377105 0.5031999999999999806377105 0.3608000000000000095923269 0.859201773835920223909568 0 0.3608000000000000095923269 21.38426466534839676114643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4303909028352287946539434 -0.9845770458318292561727958 -1 -0.9341888717556031673794337 -0.9967877416387566080757665 -0.9215686274509804487564679 -1 -0.8901960784313724950322921" Chromosome2="0.3193118564089034161490588 0.9980084490237297600856436 1 -0.7306319320019978302838126 -0.7740934719194603186309678 -0.545098039215686336333988 1 -0.4901960784313725838501341" Performance="18.37339813264413379556572 0.3608000000000000095923269 0.5031999999999999806377105 0.5031999999999999806377105 0.3608000000000000095923269 0.859201773835920223909568 0 0.3608000000000000095923269 21.38426466534839676114643 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6793004468109132831799002 -0.9990271789614449948757624 -1 -1 -0.9921568627450980670801073 -0.8823529411764705621123994" Chromosome2="1 1 0.8832712628140209076832434 -0.7087173868918629215940541 1 1 -0.6941176470588235059011595 -0.6862745098039215729812668" Performance="18.12575318110218702827297 0.3784000000000000141220369 0.5031999999999999806377105 0.5031999999999999806377105 0.3784000000000000141220369 0.8498942917547568365321808 0 0.3784000000000000141220369 21.32706779766501270501067 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7092898404491799757565218 -1 -1 -0.9849643521583997252122344 -0.9604900339428259492535744 -0.8954036666586452364313686" Chromosome2="1 0.9768420540812340346903397 0.8906289249971633958935513 -0.7215270963260064229771729 1 1 0.9645695006284786821026955 -0.7003417252941208648309157" Performance="19.01868942987363553243085 0.3004000000000000003552714 0.5031999999999999806377105 0.5031999999999999806377105 0.3004000000000000003552714 0.8921438082556590876137648 0 0.3004000000000000003552714 21.31796382363447861507666 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.6793004468109132831799002 -1 -1 -0.9986085681043364026265863 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8832712628140209076832434 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="17.9034595538517820045854 0.3916000000000000036415315 0.5031999999999999806377105 0.5031999999999999806377105 0.3916000000000000036415315 0.8426966292134830949223101 0 0.3916000000000000036415315 21.24543867057078116999946 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7215042688160403505648333 -1 -1 -1 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.9120421444786371845125927 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="18.0045896766710846748083 0.3731999999999999761968184 0.5031999999999999806377105 0.5031999999999999806377105 0.3731999999999999761968184 0.8499464094319399976029672 0 0.3731999999999999761968184 21.1832057608248689462016 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.9391851201361300915948505 -0.9960523988101996906152635 -0.8856901839278102928076919 -1 -0.8958343740935266197311648" Chromosome2="1 0.4509803921568626972060656 1 -0.7684932469773817498293056 -0.8085429752531084757194435 -0.6012713323791626374159591 1 -0.6352289786794438342099056" Performance="19.21575138997125975492963 0.2595999999999999974242826 0.5031999999999999806377105 0.5031999999999999806377105 0.2595999999999999974242826 0.9152542372881355969838069 0 0.2595999999999999974242826 20.99498762978341304119567 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -0.9932383997071730918904109 -0.9391851201361300915948505 -0.9960523988101996906152635 -0.8856901839278102928076919 -1 -0.8958343740935266197311648" Chromosome2="1 0.4509803921568626972060656 1 -0.7684932469773817498293056 -0.8085429752531084757194435 -0.6012713323791626374159591 1 -0.6352289786794438342099056" Performance="19.21575138997125975492963 0.2595999999999999974242826 0.5031999999999999806377105 0.5031999999999999806377105 0.2595999999999999974242826 0.9152542372881355969838069 0 0.2595999999999999974242826 20.99498762978341304119567 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -0.8967141282152045755893255 0.7092898404491799757565218 -0.9941017040982842445373535 -0.9684084147959947097561439 -1 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8906289249971633958935513 -0.7315583785113684012202384 1 1 1 -0.6862745098039215729812668" Performance="19.3638221322267050084065 0.2495999999999999885424984 0.5031999999999999806377105 0.5031999999999999806377105 0.2495999999999999885424984 0.9230769230769231281641396 0 0.2495999999999999885424984 20.97747397657892776123845 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 -1 -0.9391851201361300915948505 -0.9960523988101996906152635 -0.8856901839278102928076919 -1 -0.9025410919257289554806789" Chromosome2="1 0.4509803921568626972060656 1 -0.7684932469773817498293056 -0.8085429752531084757194435 -0.6012713323791626374159591 0.9920477429509497735438117 -0.6466885553360881555562401" Performance="19.05528549261406823234211 0.2604000000000000203392858 0.5031999999999999806377105 0.5031999999999999806377105 0.2604000000000000203392858 0.9124423963133641013456554 0 0.2604000000000000203392858 20.88382298938006442767801 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7024885655168631171108018 -1 -0.9977353814756497740745544 -1 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.8928442381937483629528174 -0.7215270963260064229771729 0.9703299444227013736963272 1 1 -0.6862745098039215729812668" Performance="17.87660793792882429897872 0.3472000000000000086153307 0.5031999999999999806377105 0.5031999999999999806377105 0.3472000000000000086153307 0.8571428571428570952761561 0 0.3472000000000000086153307 20.85604259425029738395097 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9783958576698886799860588 -0.8967141282152045755893255 0.7215042688160403505648333 -1 -1 -0.9775537281170670889096641 -1 -0.8745098039215686291925067" Chromosome2="1 0.9768420540812340346903397 0.9120421444786371845125927 -0.7215270963260064229771729 1 1 1 -0.6862745098039215729812668" Performance="17.39106742640933589427732 0.3603999999999999981348253 0.5031999999999999806377105 0.5031999999999999806377105 0.3603999999999999981348253 0.8457269700332963324740376 0 0.3603999999999999981348253 20.56345374172547479929563 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4348005987664668725578565 0.144186283187167113561955 0.5686274509803921350936662 -0.9958020235810961517941564 -0.9974118408613971142884225 -0.9137254901960784048142727 -0.9921568627450980670801073 -1" Chromosome2="0.2107153515913196550890518 0.3555556421432105596025508 0.866666666666666696272614 0.9834772747276084858825129 0.9948211921112878330930585 -0.545098039215686336333988 -0.8274509803921568096285455 1" Performance="18.68429176052228868343263 0.2472000000000000030642155 0.5031999999999999806377105 0.5031999999999999806377105 0.2472000000000000030642155 0.9142394822006472132613908 0 0.2472000000000000030642155 20.43697753628809721249127 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4348005987664668725578565 0.144186283187167113561955 0.5686274509803921350936662 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="0.2107153515913196550890518 0.3555556421432105596025508 0.866666666666666696272614 1 -0.7098039215686273717409449 0.9459152431786059800344901 -0.8274509803921568096285455 1" Performance="17.32982862550218428054905 0.2763999999999999790389893 0.5031999999999999806377105 0.5031999999999999806377105 0.2763999999999999790389893 0.8784370477568741453211487 0 0.2763999999999999790389893 19.72802566758156217474607 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 0.2627450980392156409948257 -1 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="0.2392156862745098422351475 0.4509803921568626972060656 1 -0.7627811174912779712542488 -0.7803921568627451010868867 1 -0.772549019607843168166994 1" Performance="16.93204672509195063412335 0.2524000000000000132338585 0.5031999999999999806377105 0.5031999999999999806377105 0.2524000000000000132338585 0.8843106180665609716839981 0 0.2524000000000000132338585 19.14717111744268862594254 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.8081603897698953486994355 0.1777229341859274114323597 0.5686274509803921350936662 -1 -1 -0.9461822316333579063751813 -0.9921568627450980670801073 -0.9841032819522004260193171" Chromosome2="0.1259901616503210641795363 0.4435327498458074280129892 0.866666666666666696272614 1 1 -0.5627806325082430616291163 -0.772549019607843168166994 1" Performance="13.5609486879085974209147 0.4032000000000000028421709 0.5031999999999999806377105 0.5031999999999999806377105 0.4032000000000000028421709 0.7777777777777777901135892 0 0.4032000000000000028421709 17.43550545588248112949259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2627450980392156409948257 0.5686274509803921350936662 -0.9184760094923659634602586 -0.9921568627450980670801073 -0.9294117647058823816763606 -1 -1" Chromosome2="1 0.4509803921568626972060656 0.866666666666666696272614 -0.6122428134011881351028705 -0.7803921568627451010868867 -0.5372549019607842923917929 1 1" Performance="12.98520680276949690323818 0.4324000000000000065725203 0.5031999999999999806377105 0.5031999999999999806377105 0.4324000000000000065725203 0.7622571692876966009677631 0 0.4324000000000000065725203 17.03520455557503154864207 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4117647058823529215842996 -1 -1 -1 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -0.8745098039215686291925067" Chromosome2="0.2784313725490195068346111 1 1 -0.6675042176412211425429177 -0.7098039215686273717409449 -0.5686274509803921350936662 1 -0.6862745098039215729812668" Performance="13.175535496952234026935 0.3476000000000000200728323 0.5031999999999999806377105 0.5031999999999999806377105 0.3476000000000000200728323 0.7871116225546604949769858 0 0.3476000000000000200728323 16.73909407434428686656247 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="4" OmissionError="0" CommissionError="44.08000000000000540012479">
<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="93" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Run Id="5" OmissionError="0" CommissionError="44.49000000000000198951966">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="99" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.4196078431372548545041923 0.1921568627450980226711863 -1 -0.8823529411764705621123994 -1 -0.9215686274509804487564679 -0.9913519337880081216951567 -1" Chromosome2="0.2392156862745098422351475 0.4588235294117646301259583 1 -0.6156862745098039546576274 1 -0.6549019607843137302793934 -0.6564528505226560062268959 1" Performance="16.8330687227143620532388 0.3904000000000000247801779 0.4868000000000000104805054 0.4868000000000000104805054 0.3904000000000000247801779 0.8165983606557376539569759 0 0.3904000000000000247801779 20.61364501050090325406927 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4196078431372548545041923 0.2784313725490195068346111 -1 -0.90278308047453958984363 -1 -0.9215686274509804487564679 -0.9764705882352940902180194 -0.8980392156862745389744873" Chromosome2="0.2392156862745098422351475 0.4274509803921568984463875 1 -0.589078487819180374174266 1 -0.6549019607843137302793934 -0.7176470588235294156831401 -0.5607843137254902021737735" Performance="17.22050453807499792446833 0.3244000000000000216715534 0.4868000000000000104805054 0.4868000000000000104805054 0.3244000000000000216715534 0.8446362515413070592984468 0 0.3244000000000000216715534 20.38807179617346321265359 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.6156862745098039546576274 -0.7411764705882353254651207 -0.6549019607843137302793934 1 -0.5127112433356063592171381" Performance="17.05189407292547087990897 0.3244000000000000216715534 0.4868000000000000104805054 0.4868000000000000104805054 0.3244000000000000216715534 0.842170160295930947391696 0 0.3244000000000000216715534 20.2475638259773873528502 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8823529411764705621123994 -0.9921568627450980670801073 -0.9137254901960784048142727 -1 -1" Chromosome2="1 0.4274509803921568984463875 0.9212723539676517248153687 -0.6156862745098039546576274 -0.7411764705882353254651207 -0.6549019607843137302793934 1 -0.5127112433356063592171381" Performance="17.05189407292547087990897 0.3244000000000000216715534 0.4868000000000000104805054 0.4868000000000000104805054 0.3244000000000000216715534 0.842170160295930947391696 0 0.3244000000000000216715534 20.2475638259773873528502 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3725490196078431459625335 0.2784313725490195068346111 -1 -1 -0.9921568627450980670801073 -0.8592983276360149913486453 -1 -0.8901960784313724950322921" Chromosome2="0.1215686274509804043475469 0.4352941176470588313662802 1 1 -0.772549019607843168166994 -0.6255807338452374910531262 1 -0.7019607843137254388210522" Performance="17.22839347475048299429545 0.304400000000000003907985 0.4868000000000000104805054 0.4868000000000000104805054 0.304400000000000003907985 0.8528252299605781905356139 0 0.304400000000000003907985 20.20155228703407956913907 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 -1 -1 -0.9474771081625875668308367 -0.9921568627450980670801073 -0.9156373612990666988054045 -0.9567128742948688424618808 -0.8980392156862745389744873" Chromosome2="0.1215686274509804043475469 1 1 -0.6799604112748759421336331 -0.772549019607843168166994 -0.5262336869904479241810691 1 -0.5607843137254902021737735" Performance="17.15363855466537046368103 0.3104000000000000092370556 0.4868000000000000104805054 0.4868000000000000104805054 0.3104000000000000092370556 0.8492268041237113207486686 0 0.3104000000000000092370556 20.19912521763327362123164 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="6" OmissionError="0" CommissionError="44.70000000000000284217094">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="96" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-0.4196078431372548545041923 0.1783549449183777224625658 -1 -0.9171967536402756415725435 -0.9921568627450980670801073 -0.984709362001859989099728 -0.9921568627450980670801073 -1" Chromosome2="0.2784313725490195068346111 0.3998709308808925944056512 1 -0.5936762630546866814640339 -0.7960784313725490779489746 -0.6285214905195143364480259 -0.7176470588235294156831401 1" Performance="20.90371509264637239766671 0.3476000000000000200728323 0.4975999999999999867661415 0.4975999999999999867661415 0.3476000000000000200728323 0.8941311852704257878698968 0 0.3476000000000000200728323 23.37880104956203197730247 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.02785822573697288584426701 0.6144473880050109748651721 -0.8823529411764705621123994 -1 -0.9843137254901961341602146 -1 -1" Chromosome2="0.9846657356499014523976143 0.3624926824906240518942013 0.8313768417737816829315989 -0.6235294117647058875775201 0.9686461887077281174285304 -0.5372549019607842923917929 1 1" Performance="20.85625903126912206175803 0.3079999999999999960031971 0.4975999999999999867661415 0.4975999999999999867661415 0.3079999999999999960031971 0.9103896103896104152752855 0 0.3079999999999999960031971 22.90915756644396950036935 0"/>
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<Run Id="7" OmissionError="0" CommissionError="46.57000000000000028421709">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.1178469493682561541891829 -1 -1 -0.9921568627450980670801073 -0.9843137254901961341602146 -0.9921568627450980670801073 -1" Chromosome2="1 0.368251255964364587747184 1 1 -0.7176470588235294156831401 -0.4666666666666666740681535 -0.6941176470588235059011595 1" Performance="17.39906415380633930567456 0.3331999999999999961808328 0.5003999999999999559463504 0.5003999999999999559463504 0.3331999999999999961808328 0.8535414165666266317344935 0 0.3331999999999999961808328 20.38455758104174364575556 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1178469493682561541891829 -1 -1 -0.9921568627450980670801073 -0.9843137254901961341602146 -0.9921568627450980670801073 -1" Chromosome2="1 0.368251255964364587747184 1 1 -0.7176470588235294156831401 -0.4666666666666666740681535 -0.6941176470588235059011595 0.9837686115934047847986221" Performance="17.39906415380633930567456 0.3331999999999999961808328 0.5003999999999999559463504 0.5003999999999999559463504 0.3331999999999999961808328 0.8535414165666266317344935 0 0.3331999999999999961808328 20.38455758104174364575556 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732827646749130812153794 0.678431372549019640061374 -1 -1 -1 -1 -0.8823529411764705621123994" Chromosome2="1 0.3940345602694387272535437 0.866666666666666696272614 1 1 1 1 -0.6862745098039215729812668" Performance="16.51511820542778963272212 0.3164000000000000145661261 0.5003999999999999559463504 0.5003999999999999559463504 0.3164000000000000145661261 0.8470290771175726929342886 0 0.3164000000000000145661261 19.49769925446773299881897 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732827646749130812153794 0.678431372549019640061374 -1 -1 -1 -0.9610165335082759829887777 -0.8823529411764705621123994" Chromosome2="1 0.3940345602694387272535437 0.866666666666666696272614 1 1 1 1 -0.6862745098039215729812668" Performance="16.66499542375843390118462 0.2604000000000000203392858 0.5003999999999999559463504 0.5003999999999999559463504 0.2604000000000000203392858 0.8740399385560675415973719 0 0.2604000000000000203392858 19.06662921066211069387464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732827646749130812153794 0.678431372549019640061374 -1 -1 -1 -0.9610165335082759829887777 -0.8823529411764705621123994" Chromosome2="0.9624330386399261305641062 0.3940345602694387272535437 0.866666666666666696272614 1 1 1 1 -0.6862745098039215729812668" Performance="16.66499542375843390118462 0.2604000000000000203392858 0.5003999999999999559463504 0.5003999999999999559463504 0.2604000000000000203392858 0.8740399385560675415973719 0 0.2604000000000000203392858 19.06662921066211069387464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732827646749130812153794 0.678431372549019640061374 -1 -1 -1 -0.9610165335082759829887777 -0.8823529411764705621123994" Chromosome2="1 0.3940345602694387272535437 0.866666666666666696272614 1 1 0.9709771049046327373588383 1 -0.6862745098039215729812668" Performance="16.66499542375843390118462 0.2604000000000000203392858 0.5003999999999999559463504 0.5003999999999999559463504 0.2604000000000000203392858 0.8740399385560675415973719 0 0.2604000000000000203392858 19.06662921066211069387464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732827646749130812153794 0.678431372549019640061374 -1 -1 -1 -0.9610165335082759829887777 -0.8823529411764705621123994" Chromosome2="0.9984639150112174510454111 0.3940345602694387272535437 0.866666666666666696272614 1 1 0.9709771049046327373588383 1 -0.6862745098039215729812668" Performance="16.66499542375843390118462 0.2604000000000000203392858 0.5003999999999999559463504 0.5003999999999999559463504 0.2604000000000000203392858 0.8740399385560675415973719 0 0.2604000000000000203392858 19.06662921066211069387464 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1843137254901960897512936 0.678431372549019640061374 -0.8823529411764705621123994 -1 -0.90588235294117647189438 -1 -0.8823529411764705621123994" Chromosome2="1 0.4588235294117646301259583 0.866666666666666696272614 -0.6392156862745097534173055 1 -0.6627450980392156631992862 -0.674740096795208299518265 -0.6862745098039215729812668" Performance="15.89784036366496167147488 0.3244000000000000216715534 0.5003999999999999559463504 0.5003999999999999559463504 0.3244000000000000216715534 0.8347718865598027226937461 0 0.3244000000000000216715534 19.04453254790588445644062 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4196078431372548545041923 0.1178469493682561541891829 -1 -1 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -1" Chromosome2="0.3647058823529412130426408 0.368251255964364587747184 1 1 1 -0.6627450980392156631992862 -0.7176470588235294156831401 1" Performance="17.037827561962881617319 0.2275999999999999967581488 0.5003999999999999559463504 0.5003999999999999559463504 0.2275999999999999967581488 0.8980667838312829109881363 0 0.2275999999999999967581488 18.97167100343812151663769 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4127743059660585744907735 0.1686274509803922239115082 -1 -1 -0.9921568627450980670801073 -0.90588235294117647189438 -0.9921568627450980670801073 -1" Chromosome2="0.1854944509427449150784639 0.4901960784313725838501341 1 1 -0.7098039215686273717409449 -0.6627450980392156631992862 -0.6941176470588235059011595 1" Performance="15.00961465233336689095722 0.415200000000000013500312 0.5003999999999999559463504 0.5003999999999999559463504 0.415200000000000013500312 0.7938342967244701453566336 0 0.415200000000000013500312 18.9077427295170323873208 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.1686274509803922239115082 0.678431372549019640061374 -0.8823529411764705621123994 -0.983052113943857719391417 -0.9294117647058823816763606 -1 -0.8901960784313724950322921" Chromosome2="1 0.4901960784313725838501341 0.866666666666666696272614 -0.6392156862745097534173055 -0.7419863342475303547018939 -0.5686274509803921350936662 1 -0.4901960784313725838501341" Performance="14.81644517968194385559855 0.3479999999999999760191827 0.5003999999999999559463504 0.5003999999999999559463504 0.3479999999999999760191827 0.810344827586206850611461 0 0.3479999999999999760191827 18.28412383875644309227937 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="48.06000000000000227373675">
<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="-0.5789601911908537346107551 0.1921568627450980226711863 -1 -0.8831582807318736350055133 -0.9921568627450980670801073 -1 -1 -0.9089766781306917176053162" Chromosome2="-0.1355819979357182902823808 0.4509803921568626972060656 1 -0.6313133867040383595536923 -0.7098039215686273717409449 1 0.9803803526581480465296181 -0.6821762035278987612585411" Performance="24.556306964725045816067 0.3184000000000000163424829 0.491599999999999981437071 0.491599999999999981437071 0.3184000000000000163424829 0.9497487437185929692873287 0 0.3184000000000000163424829 25.85558246550414907005688 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -1 0.6364443468897804656592143 -0.8834447502264829443774374 -0.9690052961457539248968374 -1 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 1 0.8934607761565085404242836 -0.6535887845436612053617864 -0.7451253930901758915084088 1 1 -0.678431372549019640061374" Performance="24.6897719185358361926319 0.2888000000000000011546319 0.491599999999999981437071 0.491599999999999981437071 0.2888000000000000011546319 0.9667590027700830868084836 0 0.2888000000000000011546319 25.53870390427345782313751 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 0.1921568627450980226711863 -1 -0.8831582807318736350055133 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 0.4509803921568626972060656 1 -0.6313133867040383595536923 -0.7098039215686273717409449 0.994454904417084062373533 0.9803803526581480465296181 -0.678431372549019640061374" Performance="24.09759969129662238174205 0.3055999999999999827693387 0.491599999999999981437071 0.491599999999999981437071 0.3055999999999999827693387 0.9502617801047120726920525 0 0.3055999999999999827693387 25.35890656219093486356542 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5687744474052869314562031 -0.9723760022375828038221357 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -0.9587481883132741300457269 -1 -0.8980392156862745389744873" Chromosome2="-0.1414820044079548588822348 0.9521930959457770571319202 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 0.9991058594148073401797205 1 -0.678431372549019640061374" Performance="24.00662980679038582820795 0.2919999999999999817923424 0.491599999999999981437071 0.491599999999999981437071 0.2919999999999999817923424 0.9561643835616437936408829 0 0.2919999999999999817923424 25.10722028503865743687129 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -1 0.6364443468897804656592143 -0.8834447502264829443774374 -0.9921568627450980670801073 -1 -0.9955551649060319086004256 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 1 0.8934607761565085404242836 -0.6535887845436612053617864 -0.7647058823529411242247988 1 1 -0.678431372549019640061374" Performance="23.83899505540977514783663 0.2928000000000000047073456 0.491599999999999981437071 0.491599999999999981437071 0.2928000000000000047073456 0.9535519125683059593612256 0 0.2928000000000000047073456 25.00020684893976508078595 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4096898726947562630051891 0.2714582250795689044586823 -1 -0.8823529411764705621123994 -0.9659607487147618964939966 -0.8847131952540657762185106 -0.9921568627450980670801073 -1" Chromosome2="0.02707192135249297804122648 0.4301282264172100466836923 1 -0.6313725490196078204974128 -0.6989471944593066421447247 -0.6162845006158192973089172 -0.678431372549019640061374 1" Performance="23.77682189310244353919188 0.2936000000000000276223489 0.491599999999999981437071 0.491599999999999981437071 0.2936000000000000276223489 0.9523160762942779467010723 0 0.2936000000000000276223489 24.96736376185578265562981 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -1 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 1 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 0.9755874184989615782725991 1 -0.678431372549019640061374" Performance="23.75564176000932548049605 0.2932000000000000161648472 0.491599999999999981437071 0.491599999999999981437071 0.2932000000000000161648472 0.9522510231923602130876816 0 0.2932000000000000161648472 24.94682723508142530022269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -0.9723760022375828038221357 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 0.9521930959457770571319202 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 1 1 -0.678431372549019640061374" Performance="23.75564176000932548049605 0.2932000000000000161648472 0.491599999999999981437071 0.491599999999999981437071 0.2932000000000000161648472 0.9522510231923602130876816 0 0.2932000000000000161648472 24.94682723508142530022269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -0.9723760022375828038221357 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 0.9521930959457770571319202 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 1 0.9803803526581480465296181 -0.678431372549019640061374" Performance="23.75564176000932548049605 0.2932000000000000161648472 0.491599999999999981437071 0.491599999999999981437071 0.2932000000000000161648472 0.9522510231923602130876816 0 0.2932000000000000161648472 24.94682723508142530022269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -0.9723760022375828038221357 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -0.9587481883132741300457269 -1 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 0.9521930959457770571319202 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 0.9991058594148073401797205 0.9999954452017142392250548 -0.678431372549019640061374" Performance="23.75564176000932548049605 0.2932000000000000161648472 0.491599999999999981437071 0.491599999999999981437071 0.2932000000000000161648472 0.9522510231923602130876816 0 0.2932000000000000161648472 24.94682723508142530022269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -1 0.6364443468897804656592143 -0.8906080270401881548991696 -0.9921568627450980670801073 -1 -0.9832550631103555982548414 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 1 0.8934607761565085404242836 -0.6639337148929077558889844 -0.7647058823529411242247988 0.9755874184989615782725991 1 -0.678431372549019640061374" Performance="23.75564176000932548049605 0.2932000000000000161648472 0.491599999999999981437071 0.491599999999999981437071 0.2932000000000000161648472 0.9522510231923602130876816 0 0.2932000000000000161648472 24.94682723508142530022269 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4214931942153167243603207 0.1910962109409105602608747 0.5607843137254902021737735 -0.8980392156862745389744873 -0.9921568627450980670801073 -0.8711173096744745381059261 -1 -1" Chromosome2="0.1038446992980278510421144 0.4192668557245837201996608 0.866666666666666696272614 -0.6156862745098039546576274 -0.7411764705882353254651207 -0.6268612436000622345488864 0.9693491028850538260286385 1" Performance="21.86472367805506422655526 0.3396000000000000129674049 0.491599999999999981437071 0.491599999999999981437071 0.3396000000000000129674049 0.9057714958775029412407775 0 0.3396000000000000129674049 24.1393373246667728437842 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4214931942153167243603207 0.2020982883453202039181207 0.5607843137254902021737735 -0.8980392156862745389744873 -0.9921568627450980670801073 -0.8711173096744745381059261 -1 -1" Chromosome2="0.1038446992980278510421144 0.4248055222895549265516024 0.866666666666666696272614 -0.6156862745098039546576274 -0.7411764705882353254651207 -0.6268612436000622345488864 1 1" Performance="21.65812242642411078463738 0.3407999999999999918287585 0.491599999999999981437071 0.491599999999999981437071 0.3407999999999999918287585 0.9025821596244131272968048 0 0.3407999999999999918287585 23.9957351200433599558437 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5721067108386812538611821 -1 0.6156862745098039546576274 -1 -1 -0.9587481883132741300457269 -1 -0.8980392156862745389744873" Chromosome2="-0.1349794662018594659791404 1 0.8509803921568628304328286 1 1 0.9991058594148073401797205 1 -0.678431372549019640061374" Performance="21.86674533617602733670537 0.2888000000000000011546319 0.491599999999999981437071 0.491599999999999981437071 0.2888000000000000011546319 0.929362880886426601101391 0 0.2888000000000000011546319 23.52874833490177408634736 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 0.1921568627450980226711863 0.5607843137254902021737735 -1 -0.9921568627450980670801073 -0.995458078822897163284722 -0.9832550631103555982548414 -0.8980392156862745389744873" Chromosome2="-0.1355819979357182902823808 0.4509803921568626972060656 0.866666666666666696272614 1 -0.7098039215686273717409449 0.963968403852879740512094 1 -0.678431372549019640061374" Performance="21.6186870482546282801195 0.2879999999999999782396287 0.491599999999999981437071 0.491599999999999981437071 0.2879999999999999782396287 0.9263888888888889283634853 0 0.2879999999999999782396287 23.33651375523738025208331 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.5889434551192969102828556 -1 0.6364443468897804656592143 -2.316186910878518023793049 -1 -1 -1 -0.9044255923641537631141318" Chromosome2="-0.1385678974213659653269559 0.9931294399872422351549517 0.8934607761565085404242836 1.663036510569071646514772 1 1 0.9410159376359754634933097 -0.6712184173636743800273052" Performance="19.53495622066526493654237 0.3467999999999999971578291 0.491599999999999981437071 0.491599999999999981437071 0.3467999999999999971578291 0.871972318339100382900142 0 0.3467999999999999971578291 22.40318391973119460658381 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3867294652738709204164991 -1 -1 -0.8784334791781674978139449 -0.9745715571150016520718395 -0.8745098039215686291925067 -1 -1" Chromosome2="0.09849076088712409304815054 1 1 -0.6416549544508846070201002 -0.6965674876136291882033902 -0.6470588235294116863371983 1 1" Performance="19.87253452187078650581498 0.2888000000000000011546319 0.491599999999999981437071 0.491599999999999981437071 0.2888000000000000011546319 0.9016620498614958956196119 0 0.2888000000000000011546319 22.03989235758941234166741 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.5789601911908537346107551 -1 0.6364443468897804656592143 -1 -1 -1 -1 -0.9044255923641537631141318" Chromosome2="-0.1355819979357182902823808 0.9931294399872422351549517 0.8934607761565085404242836 1 1 1 0.9410159376359754634933097 -0.6712184173636743800273052" Performance="18.7939788032637835613059 0.351600000000000023625546 0.491599999999999981437071 0.491599999999999981437071 0.351600000000000023625546 0.8600682593856655566710856 0 0.351600000000000023625546 21.85172932284241298361849 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3568627450980391691004456 -1 -1 -0.8901960784313724950322921 -0.9921568627450980670801073 -0.8745098039215686291925067 -1 -0.8980392156862745389744873" Chromosome2="0.1058823529411765385077615 1 1 -0.6235294117647058875775201 -0.7647058823529411242247988 -0.5686274509803921350936662 0.9815816574577075348528865 -0.678431372549019640061374" Performance="18.79770690779280783999639 0.3412000000000000032862602 0.491599999999999981437071 0.491599999999999981437071 0.3412000000000000032862602 0.8640093786635404393692284 0 0.3412000000000000032862602 21.75636905338841842194597 0"/>
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<Run Id="9" OmissionError="0" CommissionError="49.38000000000000255795385">
<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="-1 0.1843137254901960897512936 0.678431372549019640061374 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.9927547561589117330882459 -1 -0.9424461477319709956645966" Chromosome2="1 0.4745098039215687180103487 0.8509803921568628304328286 -0.6235294117647058875775201 -0.7098039215686273717409449 -0.6425426770348612315331138 1 1" Performance="14.82058064533356578351686 0.3508000000000000007105427 0.5083999999999999630517777 0.5083999999999999630517777 0.3508000000000000007105427 0.8152793614595210680562332 0 0.3508000000000000007105427 18.17853038595459835846668 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -1 -0.8980392156862745389744873" Chromosome2="0.08235294117647051770347844 1 1 -0.6392156862745097534173055 -0.7098039215686273717409449 1 1 -0.5607843137254902021737735" Performance="14.71081650594679679500132 0.3447999999999999953814722 0.5083999999999999630517777 0.5083999999999999630517777 0.3447999999999999953814722 0.8155452436194895460275234 0 0.3447999999999999953814722 18.03801398026477897928999 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3176470588235293934786796 -1 0.6078431372549020217377347 -0.8745098039215686291925067 -0.9921568627450980670801073 -0.9215686274509804487564679 -1 -1" Chromosome2="0.08235294117647051770347844 1 0.8588235294117647633527213 -0.6313725490196078204974128 -0.7411764705882353254651207 -0.5686274509803921350936662 1 1" Performance="15.20661543945118943099715 0.2876000000000000222932783 0.5083999999999999630517777 0.5083999999999999630517777 0.2876000000000000222932783 0.8442280945757997256961858 0 0.2876000000000000222932783 18.01244893075025643724985 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3960784313725490557445141 -1 0.6812836419628661710490292 -0.8745098039215686291925067 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="0.2392156862745098422351475 1 0.8932404312027176773725046 -0.6235294117647058875775201 -0.7098039215686273717409449 1 1 1" Performance="13.759789534761667439966 0.4796000000000000262900812 0.5083999999999999630517777 0.5083999999999999630517777 0.4796000000000000262900812 0.7673060884070058706996065 0 0.4796000000000000262900812 17.93259527410786802192888 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 0.698959293609398124580423 -0.8823529411764705621123994 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.4431372549019607642861729 0.8442556395426524806779867 -0.6235294117647058875775201 -0.7176470588235294156831401 1 1 1" Performance="14.54112916309600578301797 0.3512000000000000121680443 0.5083999999999999630517777 0.5083999999999999630517777 0.3512000000000000121680443 0.8109339407744874383965339 0 0.3512000000000000121680443 17.93133624325603037164001 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3726535209611258059325678 -1 0.678431372549019640061374 -0.8823529411764705621123994 -1 -0.9843137254901961341602146 -0.9921568627450980670801073 -1" Chromosome2="0.1958889700061957617194253 1 0.8588235294117647633527213 -0.6156862745098039546576274 1 -0.4666666666666666740681535 -0.678431372549019640061374 1" Performance="13.79784662762570945915286 0.4424000000000000154543045 0.5083999999999999630517777 0.5083999999999999630517777 0.4424000000000000154543045 0.77576853526220612700115 0 0.4424000000000000154543045 17.78603539644992537205326 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2392156862745098422351475 0.678431372549019640061374 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -1" Chromosome2="1 0.4431372549019607642861729 0.8509803921568628304328286 1 -0.7098039215686273717409449 -0.6409709331305587509675092 -0.6941176470588235059011595 1" Performance="14.24170926725166985704618 0.3695999999999999841016063 0.5083999999999999630517777 0.5083999999999999630517777 0.3695999999999999841016063 0.8008658008658008364832881 0 0.3695999999999999841016063 17.78289103100073376140244 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2517080710069778959336873 -1 -1 -0.9921568627450980670801073 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.8980392156862745389744873" Chromosome2="1 0.4152398774617205301495915 1 1 -0.7098039215686273717409449 -0.6156862745098039546576274 -0.6941176470588235059011595 -0.5607843137254902021737735" Performance="14.21475825714031415714089 0.35599999999999998312461 0.5083999999999999630517777 0.5083999999999999630517777 0.35599999999999998312461 0.8044943820224719210898456 0 0.35599999999999998312461 17.6691827497973186211766 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2377374408482624823513163 0.678431372549019640061374 -1 -1 -0.9215686274509804487564679 -0.9921568627450980670801073 -0.8980392156862745389744873" Chromosome2="1 0.4311923365785969575192382 0.8509803921568628304328286 1 1 -0.6156862745098039546576274 -0.6941176470588235059011595 -0.678431372549019640061374" Performance="14.0196909878008870720123 0.3420000000000000262012634 0.5083999999999999630517777 0.5083999999999999630517777 0.3420000000000000262012634 0.8058479532163742575789911 0 0.3420000000000000262012634 17.39743946962229159680646 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3725490196078431459625335 0.1921568627450980226711863 0.678431372549019640061374 -0.8823529411764705621123994 -1 -0.9548577604394766771278569 -1 -0.8980392156862745389744873" Chromosome2="0.1921568627450980226711863 0.4588235294117646301259583 0.8509803921568628304328286 -0.6156862745098039546576274 1 0.994258913602079075211293 1 -0.678431372549019640061374" Performance="13.78295946857535803076189 0.3652000000000000246025422 0.5083999999999999630517777 0.5083999999999999630517777 0.3652000000000000246025422 0.7951807228915662717483315 0 0.3652000000000000246025422 17.33311569532961726736175 0"/></FittestRules></Garp></Model></Algorithm></Run></BestSubsets></Model></Algorithm></Algorithms></Consensus></Model></Algorithm></SerializedModel>