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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="10"/>
<Parameter Id="RetainComponents" Value="2"/>
<Parameter Id="RetainVariation" Value="0.75"/>
<Parameter Id="VerboseDebug" Value="0"/></Parameters>
<Model>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2862745098039216617991087 -1 -0.8588235294117647633527213 -0.9921568627450980670801073 -1 -1 -0.8588235294117647633527213" Chromosome2="0.2941176470588235947190014 0.4274509803921568984463875 1 -0.6078431372549020217377347 -0.8588235294117647633527213 1 0.982185262760945754223485 -0.5843137254901960009334516" Performance="15.97955984477795254861121 0.4076000000000000178523862 0.5100000000000000088817842 0.5100000000000000088817842 0.4076000000000000178523862 0.8164867517173699518195917 0 0.4076000000000000178523862 19.57111956950569009450192 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2732983906754766767477349 -1 -0.8588235294117647633527213 -0.9921568627450980670801073 -0.90588235294117647189438 -1 -0.8588235294117647633527213" Chromosome2="1 0.4657653612771590623253815 1 -0.6078431372549020217377347 -0.8588235294117647633527213 -0.5372549019607842923917929 1 -0.5843137254901960009334516" Performance="15.94220039122236087791862 0.3960000000000000186517468 0.5100000000000000088817842 0.5100000000000000088817842 0.3960000000000000186517468 0.8191919191919191378659093 0 0.3960000000000000186517468 19.46088580432816073084723 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 0.6156862745098039546576274 -0.8468594933590500861697592 -0.9921568627450980670801073 -0.90588235294117647189438 -1 -0.8588235294117647633527213" Chromosome2="0.3098039215686274605587869 1 0.8039215686274510108688673 -0.5789245582519805255472534 -0.8588235294117647633527213 -0.5372549019607842923917929 1 -0.6392156862745097534173055" Performance="15.94220039122236087791862 0.3960000000000000186517468 0.5100000000000000088817842 0.5100000000000000088817842 0.3960000000000000186517468 0.8191919191919191378659093 0 0.3960000000000000186517468 19.46088580432816073084723 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2313725490196079093152548 0.6078431372549020217377347 -0.8588235294117647633527213 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="1 0.4509803921568626972060656 0.8196078431372548767086528 -0.6078431372549020217377347 1 1 -0.8352941176470588535707407 1" Performance="15.37072700373157196906959 0.4796000000000000262900812 0.5100000000000000088817842 0.5100000000000000088817842 0.4796000000000000262900812 0.7906588824020016614824158 0 0.4796000000000000262900812 19.44040261336936126213004 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2177713299073850694576038 0.6156862745098039546576274 -1 -0.9921568627450980670801073 -1 -1.443000963670819869477668 -0.8509803921568627194105261" Chromosome2="1 0.3871642338865686761018026 0.8039215686274510108688673 1 -0.8588235294117647633527213 1 1.008609765342876052329757 -0.6392156862745097534173055" Performance="16.34125005387308604554164 0.3387999999999999900524017 0.5100000000000000088817842 0.5100000000000000088817842 0.3387999999999999900524017 0.8429752066115702158199952 0 0.3387999999999999900524017 19.38520839724160182981905 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.8394875021343950471930384 -0.9921568627450980670801073 -0.90588235294117647189438 -0.9921568627450980670801073 -0.8588235294117647633527213" Chromosome2="1 1 1 -0.6091208232455298521301756 -0.8588235294117647633527213 -0.5372549019607842923917929 -0.8352941176470588535707407 -0.6392156862745097534173055" Performance="15.79068523989709227350886 0.3971999999999999975131004 0.5100000000000000088817842 0.5100000000000000088817842 0.3971999999999999975131004 0.8167170191339375717731741 0 0.3971999999999999975131004 19.33434086709964461192612 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2862745098039216617991087 -1 -1 -0.9921568627450980670801073 -0.9879777353329985967178573 -0.9921568627450980670801073 -1" Chromosome2="0.2941176470588235947190014 0.4274509803921568984463875 1 1 -0.8588235294117647633527213 1 -0.8352941176470588535707407 1" Performance="15.12392219813121307936399 0.487200000000000021938007 0.5100000000000000088817842 0.5100000000000000088817842 0.487200000000000021938007 0.7857142857142856984253854 0 0.487200000000000021938007 19.24862825216699846464508 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -0.90588235294117647189438 -0.9921568627450980670801073 -1" Chromosome2="1 0.4509803921568626972060656 1 -0.5764705882352940680135589 -0.8588235294117647633527213 -0.5372549019607842923917929 -0.8352941176470588535707407 1" Performance="15.64042953018468828929599 0.398399999999999976374454 0.5100000000000000088817842 0.5100000000000000088817842 0.398399999999999976374454 0.8142570281124498210445495 0 0.398399999999999976374454 19.20822171647835929775283 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.8588235294117647633527213 -1 -0.90588235294117647189438 -0.9921568627450980670801073 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.6078431372549020217377347 1 -0.5372549019607842923917929 -0.8352941176470588535707407 1" Performance="15.64042953018468828929599 0.398399999999999976374454 0.5100000000000000088817842 0.5100000000000000088817842 0.398399999999999976374454 0.8142570281124498210445495 0 0.398399999999999976374454 19.20822171647835929775283 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2313725490196079093152548 0.6156862745098039546576274 -1 -1 -1 -1 -0.8200394179262316951550815" Chromosome2="0.3098039215686274605587869 0.4745098039215687180103487 0.8039215686274510108688673 1 1 1 1 -0.5980297460710630730318371" Performance="14.91701269580482858145842 0.509199999999999985966781 0.5100000000000000088817842 0.5100000000000000088817842 0.509199999999999985966781 0.7784760408483896165776628 0 0.509199999999999985966781 19.16181348310751531016649 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2313725490196079093152548 0.6156862745098039546576274 -1 -1 -1 -1 -0.8200394179262316951550815" Chromosome2="0.3098039215686274605587869 0.4745098039215687180103487 0.8039215686274510108688673 0.9969342668885237124243304 1 1 1 -0.5980297460710630730318371" Performance="14.91701269580482858145842 0.509199999999999985966781 0.5100000000000000088817842 0.5100000000000000088817842 0.509199999999999985966781 0.7784760408483896165776628 0 0.509199999999999985966781 19.16181348310751531016649 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.8466395328619650273438424 0.2862745098039216617991087 0.6078431372549020217377347 -1 -0.9921568627450980670801073 -0.90588235294117647189438 -0.9921568627450980670801073 -0.9419514739678965797864407" Chromosome2="1 0.4509803921568626972060656 0.8196078431372548767086528 1 -0.8352941176470588535707407 -0.5372549019607842923917929 -0.8352941176470588535707407 1" Performance="15.00791257483158069874207 0.469600000000000017408297 0.5100000000000000088817842 0.5100000000000000088817842 0.469600000000000017408297 0.7879045996592844991468496 0 0.469600000000000017408297 19.04788039227273088727088 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="1" OmissionError="0" CommissionError="37.78000000000000113686838">
<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="-0.4743808934684184963614939 -1 0.6156862745098039546576274 -0.8665350575660752951989707 -0.9912428787496434523518474 -0.971481050755847785893593 -1 -0.8901960784313724950322921" Chromosome2="0.1049853161233020859555154 0.958064476121217034609856 0.8274509803921568096285455 -0.5002147357492134904788372 -0.7461836159274348734271598 1 1 -0.6470588235294116863371983" Performance="15.36515250934210641275968 0.3691999999999999726441047 0.5103999999999999648281346 0.5103999999999999648281346 0.3691999999999999726441047 0.8190682556879740339184082 0 0.3691999999999999726441047 18.75930656894545478508007 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2412779616171032981419842 -0.9790298684801853612569289 0.6156862745098039546576274 -0.8423650950193405373411792 -1 -1 -0.9847478333044098475212991 -0.9871246632602479476048529" Chromosome2="0.1372359764169898410646198 1 0.8274509803921568096285455 -0.5131366779224252328006628 -0.8063919376874086886175519 1 -0.4929337831383638346416376 0.9801884071280558829997176" Performance="14.89093387273315371999161 0.4083999999999999852562382 0.5103999999999999648281346 0.5103999999999999648281346 0.4083999999999999852562382 0.8011753183153770274671501 0 0.4083999999999999852562382 18.58636122745788554766477 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4743808934684184963614939 -1 0.6156862745098039546576274 -0.8731179747162645110591939 -0.9912428787496434523518474 -0.971481050755847785893593 -0.9906589606295476135855438 -0.8901960784313724950322921" Chromosome2="0.1049853161233020859555154 0.958064476121217034609856 0.8274509803921568096285455 -0.4972025594433652218029351 -0.7461836159274348734271598 1 1 -0.6470588235294116863371983" Performance="15.15641420968690589177186 0.3708000000000000184741111 0.5103999999999999648281346 0.5103999999999999648281346 0.3708000000000000184741111 0.8155339805825242427417265 0 0.3708000000000000184741111 18.58465075711608704978062 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2148659978029450190462057 -0.9981019644788942102309193 0.6051507163195279925815839 -0.8423650950193405373411792 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1239741092549127149391452 0.983885926821706280342994 0.8185143048493102035934044 -0.5131366779224252328006628 -0.8063919376874086886175519 0.9963752530626396319846094 -0.4823529411764705399079389 1" Performance="15.00943559743704192044333 0.3708000000000000184741111 0.5103999999999999648281346 0.5103999999999999648281346 0.3708000000000000184741111 0.8133764832793959342893686 0 0.3708000000000000184741111 18.45324509127869561098123 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4743808934684184963614939 -1 0.6156862745098039546576274 -0.8741569832863052003091298 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1049853161233020859555154 1 0.8274509803921568096285455 -0.5037043862320225162676479 -0.789598019961248565046219 1 1 -0.6470588235294116863371983" Performance="14.79705308119228668317646 0.37359999999999998765432 0.5103999999999999648281346 0.5103999999999999648281346 0.37359999999999998765432 0.8094218415417558931679309 0 0.37359999999999998765432 18.28101531459470407980916 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4743808934684184963614939 -1 0.6156862745098039546576274 -0.8741569832863052003091298 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1049853161233020859555154 1 0.8274509803921568096285455 -0.5037043862320225162676479 -0.789598019961248565046219 0.9773079197117944261208322 1 -0.6470588235294116863371983" Performance="14.79705308119228668317646 0.37359999999999998765432 0.5103999999999999648281346 0.5103999999999999648281346 0.37359999999999998765432 0.8094218415417558931679309 0 0.37359999999999998765432 18.28101531459470407980916 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.5320129256914643001152854 0.2862745098039216617991087 -1 -0.8454498498293357977573237 -1 -0.9434276250511549610777706 -0.9907301231137206620758207 -0.8030962610824240455187351" Chromosome2="0.05674292801641950267921288 0.4901960784313725838501341 1 -0.5119681377724658588590501 0.9694142950077851983436972 -0.5184861578029643647269609 -0.7617259124809949710765977 0.2373141886727288263347901" Performance="16.45640373752852170241567 0.2184000000000000107913678 0.5103999999999999648281346 0.5103999999999999648281346 0.2184000000000000107913678 0.9010989010989011172014784 0 0.2184000000000000107913678 18.2625943916475037553937 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2068429880980345025864864 -1 0.6156862745098039546576274 -0.8423650950193405373411792 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="0.09897857464325435228325034 1 0.8274509803921568096285455 -0.5131366779224252328006628 -0.8063919376874086886175519 1 -0.4823529411764705399079389 0.9874114230163951733132421" Performance="14.93640982968843644584922 0.3367999999999999882760449 0.5103999999999999648281346 0.5103999999999999648281346 0.3367999999999999882760449 0.8230403800475059039598591 0 0.3367999999999999882760449 18.14784570937613850105663 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.4900192817021374325214822 -1 0.6156862745098039546576274 -0.866666666666666696272614 -0.9912428787496434523518474 -1 -1 -0.8901960784313724950322921" Chromosome2="0.09112929010586845457453364 0.958064476121217034609856 0.8274509803921568096285455 -0.521568627450980315529705 -0.7461836159274348734271598 1 1 -0.6470588235294116863371983" Performance="14.82901012953900199420332 0.3403999999999999803712569 0.5103999999999999648281346 0.5103999999999999648281346 0.3403999999999999803712569 0.8202115158636897884747441 0 0.3403999999999999803712569 18.07949515793365335980525 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.5320129256914643001152854 0.2862745098039216617991087 -0.9957973488113459614723411 -0.8644227082875591827715311 -1 -0.8716965900355387875109159 -1 -0.7960706268537294238996083" Chromosome2="0.05674292801641950267921288 0.4901960784313725838501341 0.9993371053215335253483431 -0.5131430427671647143128553 1 -0.6193658572916705962185802 -0.7778938882929437026447772 0.2151119185367125208330208" Performance="16.60894311983296134371813 0.1872000000000000052846616 0.5103999999999999648281346 0.5103999999999999648281346 0.1872000000000000052846616 0.9252136752136752573250078 0 0.1872000000000000052846616 17.95146739048920636605544 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6023310031142725673447558 -1 -0.9993887783353587739298973 -1 -1 -1" Chromosome2="0.3960784313725489447222117 1 0.8950314864100968881288622 1 1 1 -0.4690120007610363850325541 1" Performance="17.74345133730969337193528 0.1208000000000000045963233 0.4895999999999999796607142 0.5103999999999999648281346 0.1208000000000000045963233 1 0 0.1208000000000000045963233 17.74345133730969337193528 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6023310031142725673447558 -1 -0.9993887783353587739298973 -1 -1 -0.9880224432637716436289566" Chromosome2="0.3960784313725489447222117 1 0.8950314864100968881288622 1 1 1 -0.4690120007610363850325541 0.9794133986405869629621179" Performance="17.74345133730969337193528 0.1208000000000000045963233 0.4895999999999999796607142 0.5103999999999999648281346 0.1208000000000000045963233 1 0 0.1208000000000000045963233 17.74345133730969337193528 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6078431372549020217377347 -1 -1 -1 -1 -1" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 1 1 1 -0.4690120007610363850325541 1" Performance="17.53660969909983080583515 0.1179999999999999937827511 0.4895999999999999796607142 0.5103999999999999648281346 0.1179999999999999937827511 1 0 0.1179999999999999937827511 17.53660969909983080583515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6078431372549020217377347 -1 -1 -1 -1 -0.9662266405623244347466994" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 1 1 1 -0.4690120007610363850325541 0.9994766184979159140411298" Performance="17.53660969909983080583515 0.1179999999999999937827511 0.4895999999999999796607142 0.5103999999999999648281346 0.1179999999999999937827511 1 0 0.1179999999999999937827511 17.53660969909983080583515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6078431372549020217377347 -0.9796414550021290690295928 -1 -1 -1 -0.9662266405623244347466994" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 0.9697753223031759794992013 1 1 -0.4690120007610363850325541 0.9994766184979159140411298" Performance="17.53660969909983080583515 0.1179999999999999937827511 0.4895999999999999796607142 0.5103999999999999648281346 0.1179999999999999937827511 1 0 0.1179999999999999937827511 17.53660969909983080583515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.352364521427948607090741 -1 0.6078431372549020217377347 -0.9282598284383615228065878 -1 -1 -1 -1" Chromosome2="0.3987752842537377606646487 1 0.8980392156862744279521849 0.9258640412063825486654878 0.9706276657525449991226196 1 -0.4656198553408218421267861 1" Performance="17.53660969909983080583515 0.1179999999999999937827511 0.4895999999999999796607142 0.5103999999999999648281346 0.1179999999999999937827511 1 0 0.1179999999999999937827511 17.53660969909983080583515 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -0.9709454417371978784956355 0.6078431372549020217377347 -1 -1 -1 -1 -1" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 1 1 0.9930282679576707405288971 -0.4690120007610363850325541 1" Performance="17.53660969909983080583515 0.1179999999999999937827511 0.4895999999999999796607142 0.5103999999999999648281346 0.1179999999999999937827511 1 0 0.1179999999999999937827511 17.53660969909983080583515 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.3142702326802607748490459 0.3019607843137255276388942 0.6156862745098039546576274 -1 -0.9891002021032924140797604 -0.9215686274509804487564679 -0.9861474509238383756581925 -0.7806732699740678294020313" Chromosome2="0.2892799270959398039160249 0.4745098039215687180103487 0.8823529411764705621123994 1 -0.7107511917831751402374607 -0.5372549019607842923917929 -0.5052041466191843355204583 1" Performance="14.88030269598632315819486 0.2587999999999999745092794 0.5103999999999999648281346 0.5103999999999999648281346 0.2587999999999999745092794 0.8531684698608964501076457 0 0.2587999999999999745092794 17.44122435562164952216335 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.4743808934684184963614939 -1 0.5812454367735303550901449 -0.8862649869689214199297567 -1 -1 -1 -0.8901960784313724950322921" Chromosome2="0.1049853161233020859555154 1 0.8340673502454025722840925 -0.4942743706035582218483171 1 1 1 -0.6470588235294116863371983" Performance="13.11066746484952894036269 0.4516000000000000014210855 0.5103999999999999648281346 0.5103999999999999648281346 0.4516000000000000014210855 0.7652790079716563775846794 0 0.4516000000000000014210855 17.13187912941564405855388 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -1 0.6078431372549020217377347 -1 -1 -1 -0.9994417782652192938641633 -0.9854757288361296607703821" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 1 1 1 -0.3863570789850213627047992 0.9122031970935708944381304" Performance="16.27239532684732736811384 0.1015999999999999958699703 0.4895999999999999796607142 0.5103999999999999648281346 0.1015999999999999958699703 1 0 0.1015999999999999958699703 16.27239532684732736811384 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -1 0.6078431372549020217377347 -0.9989242332056165185605323 -1 -1 -0.9994417782652192938641633 -0.9854757288361296607703821" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 0.9778892986165980127921671 1 1 -0.3863570789850213627047992 0.9122031970935708944381304" Performance="16.27239532684732736811384 0.1015999999999999958699703 0.4895999999999999796607142 0.5103999999999999648281346 0.1015999999999999958699703 1 0 0.1015999999999999958699703 16.27239532684732736811384 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -1 0.6078431372549020217377347 -0.9989242332056165185605323 -1 -1 -0.9994417782652192938641633 -0.9854757288361296607703821" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 0.9778892986165980127921671 0.9943985274527221696061474 1 -0.3863570789850213627047992 0.9122031970935708944381304" Performance="16.27239532684732736811384 0.1015999999999999958699703 0.4895999999999999796607142 0.5103999999999999648281346 0.1015999999999999958699703 1 0 0.1015999999999999958699703 16.27239532684732736811384 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2549019607843137080749329 -1 0.6156862745098039546576274 -0.8588235294117647633527213 -1 -1 -1 -1" Chromosome2="0.1215686274509804043475469 1 0.8274509803921568096285455 -0.521568627450980315529705 -0.7528826314204630776316662 1 1 1" Performance="11.60817469589330919177428 0.3652000000000000246025422 0.5103999999999999648281346 0.5103999999999999648281346 0.3652000000000000246025422 0.7623220153340635185656993 0 0.3652000000000000246025422 15.22739008240027480667322 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3647058823529412130426408 -1 0.6078431372549020217377347 -0.9325698952376841877054403 -1 -0.9529411764705881804360388 -0.9921568627450980670801073 -0.9854757288361296607703821" Chromosome2="0.3960784313725489447222117 1 0.8980392156862744279521849 0.9203759189695119857788086 1 -0.4274509803921568984463875 -0.4274509803921568984463875 0.9122031970935708944381304" Performance="13.1750591103533079007093 0.1592000000000000081712415 0.4895999999999999796607142 0.5103999999999999648281346 0.1592000000000000081712415 0.8693467336683416979425942 0 0.1592000000000000081712415 15.15512579745842991485461 0"/>
<Rule Type="!" Prediction="0" Chromosome1="-0.3411764705882353032606602 0.2784313725490195068346111 0.6078431372549020217377347 -1 -0.9843137254901961341602146 -0.9780298972389462885956846 -0.9843137254901961341602146 -1" Chromosome2="0.3960784313725489447222117 0.5058823529411764496899195 0.8980392156862744279521849 1 -0.6078431372549020217377347 1 -0.4509803921568626972060656 1" Performance="11.50667882574390787908669 0.2919999999999999817923424 0.4895999999999999796607142 0.5103999999999999648281346 0.2919999999999999817923424 0.7671232876712328341284319 0 0.2919999999999999817923424 14.99977775498759413608241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2549019607843137080749329 0.2862745098039216617991087 0.6156862745098039546576274 -1 -1 -0.9902365816090067385246698 -1 -0.8745098039215686291925067" Chromosome2="0.1215686274509804043475469 0.4745098039215687180103487 0.8274509803921568096285455 1 1 -0.5021084139033213933345223 -0.7304709778359049776597089 -0.7098039215686273717409449" Performance="11.63660021807709732399871 0.304400000000000003907985 0.5103999999999999648281346 0.5103999999999999648281346 0.304400000000000003907985 0.7805519053876478485776147 0 0.304400000000000003907985 14.90816963965769481603729 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="2" OmissionError="0" CommissionError="39.07999999999999829469743">
<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="-0.9999728999817028007868203 0.2684197699089388433613124 -1 -0.8274509803921568096285455 -0.9914638846066311517191139 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="0.9851869021255809100168221 0.4313156303595726548394396 1 -0.5529411764705882692538808 -0.8528192501900295763306303 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="24.65303864284528856387624 0.4672000000000000041744386 0.5051999999999999824140673 0.5051999999999999824140673 0.4672000000000000041744386 0.9041095890410958402227948 0 0.4672000000000000041744386 27.26775486254100400174138 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9999728999817028007868203 0.2718144101845693105801161 -0.9914133179036876963863278 -0.8274509803921568096285455 -0.9914638846066311517191139 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="0.9851869021255809100168221 0.4436063458457264463419278 1 -0.5529411764705882692538808 -0.8528192501900295763306303 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="24.53652761209206545345296 0.4680000000000000270894418 0.5051999999999999824140673 0.5051999999999999824140673 0.4680000000000000270894418 0.9025641025641025771975023 0 0.4680000000000000270894418 27.18535729748836615726759 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2745679813846312877778644 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="1 0.4572336657284688521407645 1 -0.5529411764705882692538808 -0.8745098039215686291925067 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="24.47847567975944116369647 0.4683999999999999830357922 0.5051999999999999824140673 0.5051999999999999824140673 0.4683999999999999830357922 0.9017933390264730730834231 0 0.4683999999999999830357922 27.14421876988475901271158 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 -0.9819716501819051313049158 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8901322830943207975451514 -1 -0.789314121019397907375037" Chromosome2="1 0.4745098039215687180103487 1 -0.5529411764705882692538808 -0.8745098039215686291925067 -0.5328942344213525306173551 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="24.42055890974417664551765 0.4687999999999999944932938 0.5051999999999999824140673 0.5051999999999999824140673 0.4687999999999999944932938 0.9010238907849829059770741 0 0.4687999999999999944932938 27.10312030513274095255838 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2567682535445169333954141 -1 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.90588235294117647189438 -1 -0.8844284878568906549389794" Chromosome2="1 0.4277629795690738312430312 1 -0.5529411764705882692538808 -0.8745098039215686291925067 -0.5372549019607842923917929 1 -0.5790771203298193947617278" Performance="22.15738504665914021529716 0.4852000000000000201616501 0.5051999999999999824140673 0.5051999999999999824140673 0.4852000000000000201616501 0.8705688375927452815616903 0 0.4852000000000000201616501 25.45161748257342537726799 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -1 -0.9985638991411349696392108 -0.9308417152920189785447747 -1 -0.787211338114889858097456" Chromosome2="1 0.4431372549019607642861729 1 1 -0.8531613321076924050245793 -0.5384909335626106852146222 0.847728404216468334197998 -0.1421642367155592223681992" Performance="21.80093657979156773762952 0.4603999999999999759303648 0.5051999999999999824140673 0.5051999999999999824140673 0.4603999999999999759303648 0.8731537793223284049659583 0 0.4603999999999999759303648 24.96803781426875090687645 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5693600141266452752120131 -1 -0.9985638991411349696392108 -0.9450980392156862475161461 -1 -0.787211338114889858097456" Chromosome2="1 1 0.9105739144547841945609434 1 -0.8531613321076924050245793 -0.5372549019607842923917929 0.847728404216468334197998 -0.1421642367155592223681992" Performance="21.15713881182443500961199 0.4652000000000000023980817 0.5051999999999999824140673 0.5051999999999999824140673 0.4652000000000000023980817 0.8641444539982803263455935 0 0.4652000000000000023980817 24.48333575935504313747515 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2786636111726959463830156 -0.9599674481432884931564331 -0.866666666666666696272614 -0.9921568627450980670801073 -0.90588235294117647189438 -1 -1" Chromosome2="0.2941176470588235947190014 0.4006965177959348478609058 1 -0.521568627450980315529705 -0.8745098039215686291925067 -0.5372549019607842923917929 1 0.9301610525697470155392921" Performance="21.89814722239641042733638 0.3916000000000000036415315 0.5051999999999999824140673 0.5051999999999999824140673 0.3916000000000000036415315 0.8958120531154238896931474 0 0.3916000000000000036415315 24.44502409432849177051139 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.5894675405570588555548284 -1 -0.9843137254901961341602146 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="1 0.9733818328994161550582476 0.7913840482522751518246196 1 -0.8901960784313724950322921 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="21.81286785294493313358544 0.3831999999999999850786025 0.5051999999999999824140673 0.5051999999999999824140673 0.3831999999999999850786025 0.8977035490605428380561648 0 0.3831999999999999850786025 24.29852023618749612410284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9692322433424683802982713 -1 0.5894675405570588555548284 -1 -0.9843137254901961341602146 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="0.9971973162430983750326163 0.9733818328994161550582476 0.7913840482522751518246196 1 -0.8901960784313724950322921 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="21.81286785294493313358544 0.3831999999999999850786025 0.5051999999999999824140673 0.5051999999999999824140673 0.3831999999999999850786025 0.8977035490605428380561648 0 0.3831999999999999850786025 24.29852023618749612410284 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6156862745098039546576274 -0.8048417092075400569584076 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.789314121019397907375037" Chromosome2="1 1 0.8274509803921568096285455 -0.5385203755023890703768075 -0.8745098039215686291925067 -0.5372549019607842923917929 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="21.54095827221619785518669 0.3991999999999999992894573 0.5051999999999999824140673 0.5051999999999999824140673 0.3991999999999999992894573 0.88877755511022049628167 0 0.3991999999999999992894573 24.23661370425227090663611 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2595530621680948724083748 -1 -0.8274509803921568096285455 -1 -1 -1 -0.7890124277177039679997961" Chromosome2="0.9575272124419518249283101 0.4239222207866027436473644 1 -0.5529411764705882692538808 1 0.9929421404143795593100208 -0.7967819187753633070059323 -0.5393806779556751251902824" Performance="20.04645141219754123085295 0.5020000000000000017763568 0.5051999999999999824140673 0.5051999999999999824140673 0.5020000000000000017763568 0.8414342629482072233315648 0 0.5020000000000000017763568 23.82414443400370629433382 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2714630637618027919621966 -1 -0.8274509803921568096285455 -1 -1 -1 -0.789314121019397907375037" Chromosome2="0.9575272124419518249283101 0.4335284042677582383440438 1 -0.5529411764705882692538808 1 1 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="19.61903019525540159406773 0.5056000000000000493827201 0.5051999999999999824140673 0.5051999999999999824140673 0.5056000000000000493827201 0.8354430379746835555465623 0 0.5056000000000000493827201 23.4833846276541926556547 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -1 -0.9843137254901961341602146 -0.9450980392156862475161461 -1 -0.7817269468006018406924795" Chromosome2="0.942290387459491451949134 0.4431372549019607642861729 1 1 -0.8901960784313724950322921 -0.5372549019607842923917929 0.847728404216468334197998 -0.1557559453568515273058637" Performance="21.03799620918265844693451 0.3612000000000000210498285 0.5051999999999999824140673 0.5051999999999999824140673 0.3612000000000000210498285 0.8959025470653377842822351 0 0.3612000000000000210498285 23.48246054003947946853259 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -1 -0.9843137254901961341602146 -0.9613052052960172622064761 -0.9969341648647827014428913 -1" Chromosome2="1 0.411764705882353032606602 1 0.9594849970361049029676792 -0.8745098039215686291925067 -0.515009895903061454269789 -0.8117744784302297622602396 1" Performance="20.2975857432861879203756 0.4259999999999999897859482 0.5051999999999999824140673 0.5051999999999999824140673 0.4259999999999999897859482 0.8647887323943661552760886 0 0.4259999999999999897859482 23.47114963800194686882605 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2718144101845693105801161 -0.9839110096916556802426612 -0.8274509803921568096285455 -1 -1 -1 -0.789314121019397907375037" Chromosome2="0.9575272124419518249283101 0.4436063458457264463419278 0.9890410481286900923336702 -0.5529411764705882692538808 1 1 -0.7967819187753633070059323 -0.557649560379130493359412" Performance="19.4317406178666161054025 0.5071999999999999841904241 0.5051999999999999824140673 0.5051999999999999824140673 0.5071999999999999841904241 0.8328075709779180213487848 0 0.5071999999999999841904241 23.3328097570595360821244 0"/>
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<Run Id="3" OmissionError="0" CommissionError="42.46000000000000085265128">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
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<Run Id="4" OmissionError="0" CommissionError="42.64000000000000056843419">
<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="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6156862745098039546576274 -0.8117647058823529437887601 -0.9921568627450980670801073 -0.9450980392156862475161461 -0.9921568627450980670801073 -1" Chromosome2="1 1 0.8196078431372548767086528 -0.5764705882352940680135589 -0.8901960784313724950322921 -0.521568627450980315529705 -0.8274509803921568096285455 1" Performance="13.95767347758568632798415 0.4179999999999999826805208 0.4991999999999999770849968 0.4991999999999999770849968 0.4179999999999999826805208 0.7770334928229665205634547 0 0.4179999999999999826805208 17.9627694385185243675096 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2515718851921082133138441 0.6618684630644708910551799 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.4283718335952930722498877 0.8241363465365971752163432 -0.5764705882352940680135589 -0.8901960784313724950322921 1 1 1" Performance="14.39436570928358172238859 0.3383999999999999785949001 0.4991999999999999770849968 0.4991999999999999770849968 0.3383999999999999785949001 0.8061465721040189658097574 0 0.3383999999999999785949001 17.85576743409664146611249 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2862745098039216617991087 0.6138068194663479637540604 -0.8117647058823529437887601 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="0.3098039215686274605587869 0.4745098039215687180103487 0.8101182036009031417478354 -0.5764705882352940680135589 -0.8588235294117647633527213 1 1 1" Performance="13.82871491133374064474992 0.4168000000000000038191672 0.4991999999999999770849968 0.4991999999999999770849968 0.4168000000000000038191672 0.7754318618042226329833966 0 0.4168000000000000038191672 17.83356551684375901345447 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="5" OmissionError="0" CommissionError="45.61999999999999744204615">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="94" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2833933919944662815915137 0.6235294117647058875775201 -0.866666666666666696272614 -1 -0.90588235294117647189438 -0.9982535267392029787458796 -0.8701788961918263121120276" Chromosome2="1 0.4591869703878489472614888 0.8274509803921568096285455 -0.5764705882352940680135589 -0.8511187091080978373014432 -0.521568627450980315529705 0.9913248258810012369934839 -0.5617986966712543717150652" Performance="18.16730687383731535078368 0.5248000000000000442312853 0.5028000000000000246913601 0.5028000000000000246913601 0.5248000000000000442312853 0.8117378048780488075664152 0 0.5248000000000000442312853 22.38075738823901872365241 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2833933919944662815915137 0.6235294117647058875775201 -0.866666666666666696272614 -1 -0.90588235294117647189438 -0.9982535267392029787458796 -0.8701788961918263121120276" Chromosome2="0.9860866759184070406973888 0.4591869703878489472614888 0.8274509803921568096285455 -0.5764705882352940680135589 -0.8511187091080978373014432 -0.521568627450980315529705 0.9913248258810012369934839 -0.5617986966712543717150652" Performance="18.16730687383731535078368 0.5248000000000000442312853 0.5028000000000000246913601 0.5028000000000000246913601 0.5248000000000000442312853 0.8117378048780488075664152 0 0.5248000000000000442312853 22.38075738823901872365241 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6235294117647058875775201 -1 -0.9921568627450980670801073 -0.8926926717104394226609543 -0.9921568627450980670801073 -0.7653871836871201095320316" Chromosome2="1 1 0.8274509803921568096285455 1 -0.8588235294117647633527213 -0.5385138332475066791360518 -0.866666666666666696272614 -0.4786997853175681827408994" Performance="17.88005119601903203374604 0.2963999999999999968025577 0.5028000000000000246913601 0.5028000000000000246913601 0.2963999999999999968025577 0.8771929824561403021832007 0 0.2963999999999999968025577 20.38325836346169950274998 0"/>
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<Run Id="6" OmissionError="0" CommissionError="45.93999999999999772626325">
<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="92" 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 0.2715716687834583420446677 -1 -0.7341047027855276407848351 -0.9870463108811893260252646 -0.9215686274509804487564679 -0.9921568627450980670801073 -1" Chromosome2="1 0.4317200352556491704802966 1 -0.5733419428352547475569168 -0.7073885579699394909880539 -0.5372549019607842923917929 -0.7254901960784313486030328 1" Performance="17.91277706684113368851285 0.3811999999999999833022457 0.4924000000000000043520743 0.4924000000000000043520743 0.3811999999999999833022457 0.8384050367261279834707466 0 0.3811999999999999833022457 21.36530230876045166610311 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -1 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.7577065486253964365914726" Chromosome2="1 1 1 1 -0.8352941176470588535707407 -0.4274509803921568984463875 1 -0.5392157338766587759693039" Performance="15.44145747168078308675376 0.300800000000000011812773 0.4924000000000000043520743 0.4924000000000000043520743 0.300800000000000011812773 0.8311170212765957021616714 0 0.300800000000000011812773 18.57916162992631825545686 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -1 -0.9804609519988298771409063 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.7577065486253964365914726" Chromosome2="1 1 1 1 -0.8352941176470588535707407 -0.4274509803921568984463875 1 -0.5392157338766587759693039" Performance="15.44145747168078308675376 0.300800000000000011812773 0.4924000000000000043520743 0.4924000000000000043520743 0.300800000000000011812773 0.8311170212765957021616714 0 0.300800000000000011812773 18.57916162992631825545686 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 -0.9734422920911169896385218 -1 -0.9921568627450980670801073 -0.9450980392156862475161461 -1 -0.7577065486253964365914726" Chromosome2="1 1 0.9938848912437905358530088 1 -0.8352941176470588535707407 -0.4274509803921568984463875 1 -0.5392157338766587759693039" Performance="15.44145747168078308675376 0.300800000000000011812773 0.4924000000000000043520743 0.4924000000000000043520743 0.300800000000000011812773 0.8311170212765957021616714 0 0.300800000000000011812773 18.57916162992631825545686 0"/>
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<Run Id="7" OmissionError="0" CommissionError="49.13000000000000255795385">
<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="89" 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 0.2679175881595881048014007 -1 -1 -1 -0.8901960784313724950322921 -0.9843137254901961341602146 -1" Chromosome2="1 0.3789588707700080050244651 1 1 -0.8365792420991009503694613 -0.5372549019607842923917929 -0.7254901960784313486030328 1" Performance="19.04118448222757109533632 0.2756000000000000116351373 0.4863999999999999990230037 0.4863999999999999990230037 0.2756000000000000116351373 0.8925979680696661811012405 0 0.2756000000000000116351373 21.33231887521105107907715 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.5294117647058823594719001 -0.772549019607843168166994 1 -0.7686413605058309839179742 1" Performance="13.69201550362483743583653 0.4843999999999999972466469 0.4863999999999999990230037 0.4863999999999999990230037 0.4843999999999999972466469 0.7489677952105697755769143 0 0.4843999999999999972466469 18.28118056768431998193591 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 -1 -0.866666666666666696272614 -0.9921568627450980670801073 -1 -1 -1" Chromosome2="1 0.4274509803921568984463875 1 -0.5294117647058823594719001 -0.772549019607843168166994 1 -0.7686413605058309839179742 0.8636972719373611218074416" Performance="13.69201550362483743583653 0.4843999999999999972466469 0.4863999999999999990230037 0.4863999999999999990230037 0.4843999999999999972466469 0.7489677952105697755769143 0 0.4843999999999999972466469 18.28118056768431998193591 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 0.2677552568370463736968645 -1 -0.8431372549019607864906334 -1 -0.90588235294117647189438 -0.9843137254901961341602146 -1" Chromosome2="0.1529411764705881360271178 0.430691792466063760880246 1 -0.4509803921568626972060656 1 -0.4980392156862745167700268 -0.8274509803921568096285455 1" Performance="14.32097510541623641699971 0.3512000000000000121680443 0.4863999999999999990230037 0.4863999999999999990230037 0.3512000000000000121680443 0.7915717539863326157600909 0 0.3512000000000000121680443 18.0918217878495752870549 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 0.6156862745098039546576274 -0.866666666666666696272614 -0.9921568627450980670801073 -0.8901960784313724950322921 -1 -1" Chromosome2="0.1529411764705881360271178 1 0.8274509803921568096285455 -0.5294117647058823594719001 -0.7254901960784313486030328 -0.5372549019607842923917929 0.9991239355160639323827354 1" Performance="13.97680536634608117196876 0.3884000000000000230038211 0.4863999999999999990230037 0.4863999999999999990230037 0.3884000000000000230038211 0.7754891864057672501431284 0 0.3884000000000000230038211 18.02321116961758917796033 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2679175881595881048014007 -1 -1 -1 -0.8901960784313724950322921 -0.9843137254901961341602146 -1" Chromosome2="0.9801781940022631367526174 0.3789588707700080050244651 1 1 1 -0.5372549019607842923917929 -0.7254901960784313486030328 1" Performance="14.52251872243301455966957 0.3032000000000000250466314 0.4863999999999999990230037 0.4863999999999999990230037 0.3032000000000000250466314 0.8113456464379946719844838 0 0.3032000000000000250466314 17.89929949854345636595099 0"/></FittestRules></Garp></Model></Algorithm></Run>
<Run Id="8" OmissionError="0" CommissionError="49.46000000000000085265128">
<Algorithm Id="GARP" Version="3.3">
<Parameters>
<Parameter Id="ConvergenceLimit" Value="0.010000"/>
<Parameter Id="MaxGenerations" Value="400"/>
<Parameter Id="PopulationSize" Value="50"/>
<Parameter Id="Resamples" Value="2500"/></Parameters>
<Normalization Class="ScaleNormalizer" UseLayerAsRef="1" Min="-1" Max="1" Offsets="" Scales=""/>
<Model>
<Garp Generations="100" AccuracyLimit="0" Mortality="0.9000000000000000222044605" Significance="2.700000000000000177635684" FinalCrossoverRate="0.1000000000000000055511151" FinalMutationRate="0.5999999999999999777955395" FinalGapSize="0.1000000000000000055511151">
<FittestRules Count="50">
<Rule Type="d" Prediction="1" Chromosome1="-0.2657473426531342663992064 -0.990146406335939865961393 -0.9931897065705723726125598 -0.8555111805670986280247803 -0.9880317845506196849925118 -1 -0.9928312201288640448382239 -0.8218160581964767397167293" Chromosome2="0.3016787476107186671825389 1 0.9937775700929618594159365 -0.5539819607766819364869093 -0.8378439776695848495435825 1 -0.5156095746800024581801836 -0.5088414851944489392110427" Performance="16.35821312203734834156421 0.4652000000000000023980817 0.5116000000000000547117907 0.5116000000000000547117907 0.4652000000000000023980817 0.8082545141874462046871486 0 0.4652000000000000023980817 20.23893814992493389581796 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2657473426531342663992064 -1 -0.9931897065705723726125598 -0.8555111805670986280247803 -0.9944355963467033099334458 -1 -0.9928312201288640448382239 -0.8218160581964767397167293" Chromosome2="0.3016787476107186671825389 1 0.9937775700929618594159365 -0.5539819607766819364869093 -0.8153424901055617013412302 1 -0.5156095746800024581801836 -0.5088414851944489392110427" Performance="15.84606753927473121734693 0.4951999999999999735322831 0.5116000000000000547117907 0.5116000000000000547117907 0.4951999999999999735322831 0.7948303715670436142559652 0 0.4951999999999999735322831 19.93641424148589180731506 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2657473426531342663992064 -0.9903519934717011086178218 -1 -0.8373317100323910411319162 -1 -0.9948397693037986933006778 -0.9928312201288640448382239 -0.8218160581964767397167293" Chromosome2="0.3016787476107186671825389 0.9820989446437105030440762 1 -0.5571815136297559867273321 -0.8341356957189268728214415 1 -0.5156095746800024581801836 -0.5088414851944489392110427" Performance="15.80379509524478898185862 0.4955999999999999849897847 0.5116000000000000547117907 0.5116000000000000547117907 0.4955999999999999849897847 0.7941888619854721165225442 0 0.4955999999999999849897847 19.89929077541493285252727 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -0.9930521883554273010474844 0.6168664808752581940609616 -0.8393050234050738467317387 -1 -0.8901960784313724950322921 -1 -0.8208436406915412542062427" Chromosome2="0.3098039215686274605587869 0.9861870220342239257149686 0.8863241628586204789996827 -0.5407657280317466064190057 0.9946796836085476378741532 -0.4980392156862745167700268 -0.8211847401029289672536038 -0.6087679078586506475900819" Performance="15.83431995581697293573598 0.4623999999999999777067217 0.5116000000000000547117907 0.5116000000000000547117907 0.4623999999999999777067217 0.8019031141868512291281945 0 0.4623999999999999777067217 19.74592650369408985966402 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 0.6121578768656660285429894 -0.8393050234050738467317387 -1 -0.8901960784313724950322921 -1 -0.8208436406915412542062427" Chromosome2="0.3098039215686274605587869 1 0.8813347736441502489057598 -0.5407657280317466064190057 0.9946796836085476378741532 -0.4980392156862745167700268 -0.8211847401029289672536038 -0.6087679078586506475900819" Performance="15.78968811211855260978609 0.4627999999999999891642233 0.5116000000000000547117907 0.5116000000000000547117907 0.4627999999999999891642233 0.8012100259291270454298228 0 0.4627999999999999891642233 19.70730220681894806489254 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2657473426531342663992064 -0.9752742534875870061839009 -1 -0.8555111805670986280247803 -0.9921568627450980670801073 -1 -0.9928312201288640448382239 -0.8218160581964767397167293" Chromosome2="0.3016787476107186671825389 1 1 -0.5539819607766819364869093 -0.8352941176470588535707407 1 -0.5156095746800024581801836 -0.5088414851944489392110427" Performance="15.42903943957800017017234 0.4736000000000000209610107 0.5116000000000000547117907 0.5116000000000000547117907 0.4736000000000000209610107 0.793918918918918969929166 0 0.4736000000000000209610107 19.43402414517058574006114 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 0.6078431372549020217377347 -0.838784861797858272147721 -1 -0.8901960784313724950322921 -1 -0.8208436406915412542062427" Chromosome2="0.3098039215686274605587869 1 0.8823529411764705621123994 -0.4991882684295361749526876 1 -0.4980392156862745167700268 -0.8211847401029289672536038 -0.6087679078586506475900819" Performance="15.43644802578724117836373 0.466000000000000025313085 0.5116000000000000547117907 0.5116000000000000547117907 0.466000000000000025313085 0.7957081545064377259279809 0 0.466000000000000025313085 19.39963532906379484188619 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9980636465841451476777024 0.3019607843137255276388942 -1 -0.8588235294117647633527213 -1 -0.9450980392156862475161461 -1 -0.8097621804464700812076217" Chromosome2="1 0.4509803921568626972060656 1 -0.521568627450980315529705 -0.8326447556435131458485444 -0.4980392156862745167700268 1 -0.6311369794241433739401259" Performance="14.85476001475812424246215 0.4128000000000000002664535 0.5116000000000000547117907 0.5116000000000000547117907 0.4128000000000000002664535 0.8003875968992247846856003 0 0.4128000000000000002664535 18.55945803296656748671012 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.2173892243776915922381932 0.2862745098039216617991087 -0.9913196808968981477150351 -1 -1 -0.8795924012859662743935019 -1 -0.8196078431372548767086528" Chromosome2="0.3019716519131965259958861 0.4745098039215687180103487 0.9888514842907035751196076 1 -0.8490936655702693292013805 0.9000204464731117459663778 0.9664022483759455717233777 -0.6470588235294116863371983" Performance="14.39306616155828066894173 0.4500000000000000111022302 0.5116000000000000547117907 0.5116000000000000547117907 0.4500000000000000111022302 0.7848888888888888581973902 0 0.4500000000000000111022302 18.33771170073960021795756 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2863655320309677621004596 -1 -1 -0.9860943265633140830672687 -1 -1 -0.8196078431372548767086528" Chromosome2="0.2862745098039216617991087 0.4692417087520924234844699 1 1 -0.8825045006609184561341408 1 1 -0.6470588235294116863371983" Performance="14.54291577254805112318081 0.3871999999999999886313162 0.5116000000000000547117907 0.5116000000000000547117907 0.3871999999999999886313162 0.8026859504132231037942802 0 0.3871999999999999886313162 18.11781527390799695353962 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2863655320309677621004596 -1 -1 -0.9860943265633140830672687 -1 -1 -0.8196078431372548767086528" Chromosome2="0.2862745098039216617991087 0.4692417087520924234844699 1 0.9978527469236565528021288 -0.8825045006609184561341408 1 1 -0.6470588235294116863371983" Performance="14.54291577254805112318081 0.3871999999999999886313162 0.5116000000000000547117907 0.5116000000000000547117907 0.3871999999999999886313162 0.8026859504132231037942802 0 0.3871999999999999886313162 18.11781527390799695353962 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2863655320309677621004596 -1 -1 -0.9860943265633140830672687 -1 -1 -0.8196078431372548767086528" Chromosome2="0.2862745098039216617991087 0.4692417087520924234844699 0.9943693653901213291845806 1 -0.8825045006609184561341408 1 1 -0.6470588235294116863371983" Performance="14.54291577254805112318081 0.3871999999999999886313162 0.5116000000000000547117907 0.5116000000000000547117907 0.3871999999999999886313162 0.8026859504132231037942802 0 0.3871999999999999886313162 18.11781527390799695353962 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2862745098039216617991087 -1 -1 -0.9921568627450980670801073 -1 -1 -0.8196078431372548767086528" Chromosome2="0.2862745098039216617991087 0.4745098039215687180103487 1 1 -0.8588235294117647633527213 0.9681556954685794913473273 1 -0.6470588235294116863371983" Performance="13.40219082971097286360873 0.4304000000000000047961635 0.5116000000000000547117907 0.5116000000000000547117907 0.4304000000000000047961635 0.7750929368029739752188334 0 0.4304000000000000047961635 17.29107593857195013242745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.1764705882352941568314009 0.2862745098039216617991087 -0.9944041987508535074269389 -1 -0.9921568627450980670801073 -1 -1 -0.8196078431372548767086528" Chromosome2="0.2862745098039216617991087 0.4745098039215687180103487 0.9754362475126981957274097 1 -0.8588235294117647633527213 0.9681556954685794913473273 1 -0.6470588235294116863371983" Performance="13.40219082971097286360873 0.4304000000000000047961635 0.5116000000000000547117907 0.5116000000000000547117907 0.4304000000000000047961635 0.7750929368029739752188334 0 0.4304000000000000047961635 17.29107593857195013242745 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -1 -1 -0.8984440890816496327886398 -1 -0.815713221702561774861806" Chromosome2="0.3098039215686274605587869 1 1 1 0.6760786188145478936561972 -0.5242143108981663912615545 -0.5977608585766717164133865 -0.5729589950402869114043369" Performance="13.06750004577969903607482 0.4975999999999999867661415 0.5116000000000000547117907 0.5116000000000000547117907 0.4975999999999999867661415 0.7564308681672026191122882 0 0.4975999999999999867661415 17.27520728687560591652073 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 -1 -1 -1 -0.8984440890816496327886398 -1 -0.815713221702561774861806" Chromosome2="0.3098039215686274605587869 1 0.9945865112046400335898966 1 0.6760786188145478936561972 -0.5242143108981663912615545 -0.5977608585766717164133865 -0.5729589950402869114043369" Performance="13.06750004577969903607482 0.4975999999999999867661415 0.5116000000000000547117907 0.5116000000000000547117907 0.4975999999999999867661415 0.7564308681672026191122882 0 0.4975999999999999867661415 17.27520728687560591652073 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9794904940403424964401324 0.297538406792855203431003 0.6235294117647058875775201 -0.8371171503021800353039339 -1 -0.8901960784313724950322921 -1 -0.8196078431372548767086528" Chromosome2="1 0.5056008633979672817204687 0.8196078431372548767086528 -0.5382816042295878178336466 1 -0.4980392156862745167700268 1 -0.6470588235294116863371983" Performance="13.30334540721023195430917 0.4259999999999999897859482 0.5116000000000000547117907 0.5116000000000000547117907 0.4259999999999999897859482 0.7746478873239436291342486 0 0.4259999999999999897859482 17.17340952567139211737413 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.297538406792855203431003 0.6235294117647058875775201 -0.8588235294117647633527213 -1 -0.8901960784313724950322921 -1 -0.8163490146030857319559004" Chromosome2="1 0.5056008633979672817204687 0.8196078431372548767086528 -0.521568627450980315529705 1 -0.4980392156862745167700268 1 -0.6412545448404249892604412" Performance="12.92056802436273166279079 0.4295999999999999818811602 0.5116000000000000547117907 0.5116000000000000547117907 0.4295999999999999818811602 0.7681564245810056368313212 0 0.4295999999999999818811602 16.8202303735340272794474 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.3019607843137255276388942 0.6235294117647058875775201 -1 -1 -0.9839623163292265939361414 -1 -0.8196078431372548767086528" Chromosome2="0.3098039215686274605587869 0.4509803921568626972060656 0.8196078431372548767086528 1 1 0.9786834244656822390240336 1 -0.6470588235294116863371983" Performance="12.87382206850583088453277 0.437199999999999977529086 0.5116000000000000547117907 0.5116000000000000547117907 0.437199999999999977529086 0.7657822506861847733361515 0 0.437199999999999977529086 16.81133515039052994666235 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2388979114810262094348303 0.6235294117647058875775201 -0.8274509803921568096285455 -0.9921568627450980670801073 -0.8823529411764705621123994 -1 -1" Chromosome2="1 0.4627541178617810557760492 0.8196078431372548767086528 -0.5294117647058823594719001 -0.772549019607843168166994 -0.521568627450980315529705 1 1" Performance="12.9010366594382830385257 0.427999999999999991562305 0.5116000000000000547117907 0.5116000000000000547117907 0.427999999999999991562305 0.7682242990654205572198521 0 0.427999999999999991562305 16.79332022578949334956633 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6235294117647058875775201 -0.8975887211049623504166561 -1 -1 -1 -0.8196078431372548767086528" Chromosome2="0.9604281671759155036838251 1 0.8196078431372548767086528 -0.4876618997180591219553492 -0.8422135593621782323481284 1 1 -0.6470588235294116863371983" Performance="12.49230402886182034194462 0.5031999999999999806377105 0.5116000000000000547117907 0.5116000000000000547117907 0.5031999999999999806377105 0.7472178060413354749869086 0 0.5031999999999999806377105 16.71842390245549836436112 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6235294117647058875775201 -0.8975887211049623504166561 -1 -1 -1 -0.8196078431372548767086528" Chromosome2="0.9604281671759155036838251 1 0.8196078431372548767086528 -0.4876618997180591219553492 -0.8422135593621782323481284 0.9789575263857841491699219 1 -0.6470588235294116863371983" Performance="12.49230402886182034194462 0.5031999999999999806377105 0.5116000000000000547117907 0.5116000000000000547117907 0.5031999999999999806377105 0.7472178060413354749869086 0 0.5031999999999999806377105 16.71842390245549836436112 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6078431372549020217377347 -0.8274509803921568096285455 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8196078431372548767086528" Chromosome2="1 1 0.8823529411764705621123994 -0.5294117647058823594719001 -0.8352941176470588535707407 1 -0.4823529411764705399079389 -0.6470588235294116863371983" Performance="12.81701106587913585599381 0.4288000000000000144773082 0.5116000000000000547117907 0.5116000000000000547117907 0.4288000000000000144773082 0.7667910447761193681870395 0 0.4288000000000000144773082 16.71512878664529822003715 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 0.6078431372549020217377347 -0.9312137048691511154174805 -0.9921568627450980670801073 -0.9315555928757337511569858 -1 -0.8196078431372548767086528" Chromosome2="1 0.4745098039215687180103487 0.8823529411764705621123994 1 -0.8352941176470588535707407 -0.445934483696321881662783 1 -0.6470588235294116863371983" Performance="12.775161809515473976262 0.4292000000000000259348099 0.5116000000000000547117907 0.5116000000000000547117907 0.4292000000000000259348099 0.7660764212488350155538797 0 0.4292000000000000259348099 16.67609321363759633527479 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.2862745098039216617991087 0.6078431372549020217377347 -1 -1 -0.9450980392156862475161461 -1 -0.8196078431372548767086528" Chromosome2="1 0.4745098039215687180103487 0.8823529411764705621123994 1 -0.8621705383610199779909067 -0.4274509803921568984463875 1 -0.6470588235294116863371983" Performance="12.59327396832251011460357 0.4676000000000000156319402 0.5116000000000000547117907 0.5116000000000000547117907 0.4676000000000000156319402 0.7553464499572284385209286 0 0.4676000000000000156319402 16.67218263756400276065506 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 -1 0.6078431372549020217377347 -0.8496302659117790367915291 -0.9921568627450980670801073 -1 -1 -0.8196078431372548767086528" Chromosome2="0.3098039215686274605587869 0.9845383107735246053238143 0.8823529411764705621123994 -0.5313318018465641445757797 -0.772549019607843168166994 1 1 -0.6470588235294116863371983" Performance="12.73342108568740371765671 0.4295999999999999818811602 0.5116000000000000547117907 0.5116000000000000547117907 0.4295999999999999818811602 0.765363128491620137161533 0 0.4295999999999999818811602 16.63709762290543991980485 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 -1 0.6235294117647058875775201 -0.8975887211049623504166561 -0.9921568627450980670801073 -1 -1 -0.8196078431372548767086528" Chromosome2="1 0.9955596816091035750062588 0.8196078431372548767086528 -0.4876618997180591219553492 -0.8352941176470588535707407 1 1 -0.6470588235294116863371983" Performance="12.50552776097157980927932 0.4384000000000000119015908 0.5116000000000000547117907 0.5116000000000000547117907 0.4384000000000000119015908 0.7600364963503649651244132 0 0.4384000000000000119015908 16.45385165189057730117383 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.294117647058823483696699 0.2862745098039216617991087 0.6235294117647058875775201 -0.7227094252593815326690674 -0.9921568627450980670801073 -0.9612223198232443532873504 -0.9921568627450980670801073 -1" Chromosome2="0.2862745098039216617991087 0.4509803921568626972060656 0.8196078431372548767086528 0.9370646718889474868774414 -0.772549019607843168166994 1 -0.8274509803921568096285455 1" Performance="12.86970858856120969448966 0.3679999999999999937827511 0.5116000000000000547117907 0.5116000000000000547117907 0.3679999999999999937827511 0.7826086956521739468328747 0 0.3679999999999999937827511 16.44462764093932349851457 0"/>
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<Run Id="9" OmissionError="0" CommissionError="50.32000000000000028421709">
<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">
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2313725490196079093152548 -1 -0.866666666666666696272614 -1 -1 -1 -0.8130266795695199055771241" Chromosome2="1 0.4745098039215687180103487 1 -0.5294117647058823594719001 -0.8144119031094257943337311 0.9733691633279833999026209 1 -0.6246462330899454906685264" Performance="11.7252499051941292407264 0.4719999999999999751310042 0.4979999999999999982236432 0.4979999999999999982236432 0.4719999999999999751310042 0.7313559322033897913684086 0 0.4719999999999999751310042 16.03220728636045677717448 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-1 0.2784313725490195068346111 0.6705882352941177071414813 -0.8588235294117647633527213 -1 -1 -1 -0.9737006167921683497112895" Chromosome2="1 0.4352941176470588313662802 0.8274509803921568096285455 -0.5529411764705882692538808 1 1 -0.6880250822299835977702287 1" Performance="11.62627301678996261102839 0.3719999999999999973354647 0.4979999999999999982236432 0.4979999999999999982236432 0.3719999999999999973354647 0.7516129032258064279758969 0 0.3719999999999999973354647 15.46843191075059564809635 0"/>
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<Rule Type="d" Prediction="1" Chromosome1="-0.9880629712457044133699924 0.2784313725490195068346111 0.6705882352941177071414813 -0.8588235294117647633527213 -1 -1 -1 -0.9737006167921683497112895" Chromosome2="0.9826671068504866379811347 0.4352941176470588313662802 0.8274509803921568096285455 -0.5529411764705882692538808 1 1 -0.6880250822299835977702287 1" Performance="11.62627301678996261102839 0.3719999999999999973354647 0.4979999999999999982236432 0.4979999999999999982236432 0.3719999999999999973354647 0.7516129032258064279758969 0 0.3719999999999999973354647 15.46843191075059564809635 0"/>
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<Rule Type="!" Prediction="0" Chromosome1="-0.3147008681942344843207593 0.333333333333333259318465 0.6235294117647058875775201 -1 -0.9972664259926036223191659 -0.9529411764705881804360388 -1 -1" Chromosome2="0.3980281220184326840261235 0.4823529411764706509302414 0.8980392156862744279521849 1 1 -0.4431372549019607642861729 -0.4266171989487667071117016 1" Performance="10.83786316095815038806904 0.2932000000000000161648472 0.5020000000000000017763568 0.4979999999999999982236432 0.2932000000000000161648472 0.7639836289222373677532119 0 0.2932000000000000161648472 14.18598874461129355495359 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-1 0.328633028912391766951373 0.6078431372549020217377347 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="1 0.4585973964372769273722952 0.8823529411764705621123994 1 -0.8352941176470588535707407 1 -0.7254901960784313486030328 -0.5999999999999999777955395" Performance="9.953222989256593322693334 0.4799999999999999822364316 0.4979999999999999982236432 0.4979999999999999982236432 0.4799999999999999822364316 0.7025000000000000133226763 0 0.4799999999999999822364316 14.16828895267842547411874 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.9999833324303230019935995 0.328633028912391766951373 0.6078431372549020217377347 -1 -0.9921568627450980670801073 -1 -0.9921568627450980670801073 -0.8901960784313724950322921" Chromosome2="1 0.4585973964372769273722952 0.8823529411764705621123994 1 -0.8352941176470588535707407 1 -0.7254901960784313486030328 -0.5999999999999999777955395" Performance="9.953222989256593322693334 0.4799999999999999822364316 0.4979999999999999982236432 0.4979999999999999982236432 0.4799999999999999822364316 0.7025000000000000133226763 0 0.4799999999999999822364316 14.16828895267842547411874 0"/>
<Rule Type="d" Prediction="1" Chromosome1="-0.2156862745098039324531669 -1 0.6705882352941177071414813 -0.8588235294117647633527213 -1 -1 -0.9921568627450980670801073 -1" Chromosome2="0.1686274509803922239115082 1 0.8274509803921568096285455 -0.5529411764705882692538808 1 1 -0.7254901960784313486030328 0.9900869683259063691593838" Performance="10.47657231922800313839161 0.3280000000000000137667655 0.4979999999999999982236432 0.4979999999999999982236432 0.3280000000000000137667655 0.743902439024390238486717 0 0.3280000000000000137667655 14.08326115043764481526978 0"/></FittestRules></Garp></Model></Algorithm></Run></BestSubsets></Model></Algorithm></Algorithms></Consensus></Model></Algorithm></SerializedModel>