multiple 1st test
29
df_pred-test_multiTargetxgb_multiTargets.csv
Normal file
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@ -0,0 +1,29 @@
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|||
;BMI_post_pred;BMI_post_test;Bpmax_post_pred;Bpmax_post_test;Bpmin_post_pred;Bpmin_post_test;CA.GS_post_pred;CA.GS_post_test;CA.G_plasm_post_pred;CA.G_plasm_post_test;CA.G_urine_post_pred;CA.G_urine_post_test;CA.S_plasm_post_pred;CA.S_plasm_post_test;CA.S_urine_post_pred;CA.S_urine_post_test;CA_plasm_post_pred;CA_plasm_post_test;CA_urine_post_pred;CA_urine_post_test;CVRI_post_pred;CVRI_post_test;DHPAA.GG_plasm_post_pred;DHPAA.GG_plasm_post_test;DHPAA.GG_urine_post_pred;DHPAA.GG_urine_post_test;DHPAA.GS_plasm_post_pred;DHPAA.GS_plasm_post_test;DHPAA.GS_urine_post_pred;DHPAA.GS_urine_post_test;DHPAA.G_plasm_post_pred;DHPAA.G_plasm_post_test;DHPAA.G_urine_post_pred;DHPAA.G_urine_post_test;DHPAA.SS_plasm_post_pred;DHPAA.SS_plasm_post_test;DHPAA.SS_urine_post_pred;DHPAA.SS_urine_post_test;DHPAA_plasm_post_pred;DHPAA_plasm_post_test;DHPAA_urine_post_pred;DHPAA_urine_post_test;E.S_plasm_post_pred;E.S_plasm_post_test;E.S_urine_post_pred;E.S_urine_post_test;EG.1_post_pred;EG.1_post_test;E_plasm_post_pred;E_plasm_post_test;E_urine_post_pred;E_urine_post_test;Fat_post_pred;Fat_post_test;Frec_post_pred;Frec_post_test;HE.GG_post_pred;HE.GG_post_test;HE.G_plasm_post_pred;HE.G_plasm_post_test;HE.G_urine_post_pred;HE.G_urine_post_test;HE_post_pred;HE_post_test;N.GG_post_pred;N.GG_post_test;N.G_plasm_post_pred;N.G_plasm_post_test;N.G_urine_post_pred;N.G_urine_post_test;N.S_post_pred;N.S_post_test;N_post_pred;N_post_test;TFA.G_plasm_post_pred;TFA.G_plasm_post_test;TFA.G_urine_post_pred;TFA.G_urine_post_test;TFA.S_plasm_post_pred;TFA.S_plasm_post_test;TFA.S_urine_post_pred;TFA.S_urine_post_test;TFA.di.sulfate.1_post_pred;TFA.di.sulfate.1_post_test;TIFA.Sulfate.1_post_pred;TIFA.Sulfate.1_post_test;Total.CA_plasm_post_pred;Total.CA_plasm_post_test;Total.CA_urine_post_pred;Total.CA_urine_post_test;Total.DHPAA_plasm_post_pred;Total.DHPAA_plasm_post_test;Total.DHPAA_urine_post_pred;Total.DHPAA_urine_post_test;Total.E_urine_post_pred;Total.E_urine_post_test;Total.HE_post_pred;Total.HE_post_test;Total.N_post_pred;Total.N_post_test;Total.TFA_plasm_post_pred;Total.TFA_plasm_post_test;Total.TFA_urine_post_pred;Total.TFA_urine_post_test;Total.VA_plasm_post_pred;Total.VA_plasm_post_test;Total.VA_urine_post_pred;Total.VA_urine_post_test;VA.GG_plasm_post_pred;VA.GG_plasm_post_test;VA.GG_urine_post_pred;VA.GG_urine_post_test;VA.GS_plasm_post_pred;VA.GS_plasm_post_test;VA.GS_urine_post_pred;VA.GS_urine_post_test;VA.SS_plasm_post_pred;VA.SS_plasm_post_test;VA.SS_urine_post_pred;VA.SS_urine_post_test;VA.S_post_pred;VA.S_post_test;VA_plasm_post_pred;VA_plasm_post_test;VA_urine_post_pred;VA_urine_post_test;Weight_post_pred;Weight_post_test
|
||||
135;32.163033;34.3;137.52055;135.0;90.04649;95.0;0.08508451;0.002;0.15136011;0.06333489716053009;0.14158271;0.013659647;0.26587054;0.1788400113582611;0.2485828;0.11397121101617813;0.40674704;0.3028266429901123;0.11895309;0.005309735;12.551764;17.0;0.21168336;0.09247221052646637;0.11291271;0.04103334993124008;0.2493797;0.1863258183002472;0.2908671;0.114323259;0.26757637;0.14905358850955963;0.12546703;0.012532501;0.25287917;0.315430611371994;0.11278679;0.069444444;0.47427508;0.43316805362701416;0.20776929;0.03712406;0.1483082;0.07875307649374008;0.1805169;0.0912195488900197;0.10311247;0.0016874701131654;0.44434008;0.21789699792861938;0.19225372;0.0678226035912521;36.03651;36.7;77.72553;73.0;0.8207231;0.817934782608696;0.08371247;0.0021433427464216948;0.13188186;0.007532751091703;0.6788395;0.661572052401747;0.10628136;0.004908815892496;0.14209744;0.0522334985435009;0.141596;0.0529247320444273;0.1536545;0.0119666777598118;0.11292307;0.007525520697323;0.11051578;0.026606472209095955;0.09602581;0.007871321;0.11068252;0.0337320938706398;0.21459885;0.032549024;0.37172428;0.12;0.10999994;0.015410902;0.2787099;0.2317747324705124;0.40298223;0.06;0.40633833;0.38227441906929016;0.13992013;0.021680915;0.10337396;0.0020772042979906;0.13348746;0.0091513509396184;0.14681152;0.0494582035296564;0.11072601;0.03097103163599968;0.2155805;0.033431066;0.35235113;0.28510889410972595;0.1419792;0.010171288;0.29382518;0.20888127386569977;0.2194024;0.060643564;0.45861357;0.27149543166160583;0.21290226;0.005735493;0.2094954;0.40946704149246216;0.14256158;0.016797312;0.2991448;0.22732913494110107;0.26959878;0.18301235139369965;0.13052729;0.007698589;95.975;101.4
|
||||
66;28.346617;28.4;136.06429;148.0;91.119934;107.0;0.08593075;0.003;0.17412424;0.0464285714285714;0.13325287;0.013944223;0.37132367;0.241935483870968;0.26851457;0.152934537;0.6132978;0.132530120481928;0.12480945;0.033628319;12.064596;11.0;0.24622743;0.275;0.12762603;0.02124183;0.3602352;0.364795918367347;0.2855279;0.013140604;0.34610653;0.114495798319328;0.15074284;0.026365055;0.30495316;0.3094092309474945;0.12109933;0.058730159;0.43399563;0.83375;0.22949405;0.08693609;0.19300924;0.0;0.20666951;0.113970936596924;0.10376941;0.0600860460844911;0.43249968;0.555555555555556;0.15279287;0.0424301861086545;25.062813;23.3;66.65314;59.0;0.85612476;0.815217391304348;0.08024942;0.0003980099502487;0.12057393;0.0224454148471616;0.7039608;0.655021834061135;0.09349811;0.0130953164211004;0.12756535;0.0461452235645784;0.15593843;0.0108796802732645;0.225041;0.0192238457992087;0.13055585;0.0282734488364028;0.10917745;0.0738605161998902;0.100542955;0.008555784;0.14172281;0.0133073101490419;0.19304453;0.066386582;0.29360062;0.2638843357563019;0.109157525;0.030218062922358513;0.3485825;0.140921409214092;0.47624516;0.349;0.42711627;0.70984334814122;0.16577277;0.035791534;0.10421486;0.0604901844419786;0.12226658;0.0240263767832077;0.16401795;0.0108536878891862;0.1360226;0.0242288605624209;0.19430433;0.067219163;0.37657598;0.241832617467135;0.14984737;0.044395852;0.305094;0.206263498920086;0.37516063;0.060643564;0.46238104;0.204255319148936;0.2883363;0.132591093;0.3836658;0.216097023153252;0.1271415;0.072788354;0.33431715;0.179540709812109;0.28915617;0.187446988973707;0.13396563;0.033343887;94.10709;104.6
|
||||
31;29.62129;31.0;136.02231;154.0;87.93692;107.0;0.081946716;0.007;0.19031863;0.0464285714285714;0.12397019;0.167615253;0.33261222;0.370967741935484;0.22466516;0.391647856;0.44774184;0.253012048192771;0.11237651;0.051327434;13.5992365;15.0;0.202785;0.0717948717948718;0.11610711;0.011437908;0.2511657;0.0586734693877551;0.23357402;0.421813403;0.3963768;0.0420168067226891;0.14729446;0.090223609;0.37481105;0.2732163965702057;0.1215941;0.069444444;0.41792926;0.3921875;0.21427815;0.25;0.17976828;0.3;0.18997343;0.191717397646975;0.1142065;0.0010671456495164;0.37670374;0.222222222222222;0.1326476;0.164926469073301;26.66168;26.1;75.469536;61.0;0.8462568;0.478260869565217;0.077694654;0.0007960199004975;0.09235697;0.0034061135371179;0.69456804;0.414847161572052;0.09319999;0.0262003874785116;0.1347228;0.0958400797110475;0.12799262;0.0515449616724398;0.2553414;0.271762143608473;0.10668311;0.029230153188109398;0.21253908;0.152663371773751;0.104587264;0.138261465;0.12568793;0.09356517624793;0.17413734;0.121533681;0.32029718;0.5042514801025391;0.10648148;0.04745134711265564;0.31295717;0.18970189701897;0.32670137;1.317;0.39765072;0.261164367547346;0.16081487;0.116489855;0.11459509;0.0016950886953967;0.09408032;0.0051578363203081;0.13859585;0.0691881205640523;0.14087407;0.104213291816678;0.17562886;0.126421361;0.34497353;0.170766627619419;0.14469218;0.024003578;0.26500267;0.0706361672884351;0.30734223;0.011138614;0.44653314;0.679690522243714;0.25126934;0.195006748;0.5402309;0.0826901874310915;0.12319907;0.054871221;0.3490078;0.103340292275574;0.3408197;0.592875318066158;0.13134947;0.011214611;95.8102;100.5
|
||||
118;26.698908;33.4;122.20426;102.0;79.284706;70.0;0.08420298;0.013;0.19797146;0.0392857142857143;0.1593278;0.061468412;0.38599297;0.225806451612903;0.22674218;0.10847844928503036;0.43221197;0.674698795180723;0.110276006;0.053097345;8.8496685;14.0;0.2649589;0.219871794871795;0.12651739;0.049019608;0.3493308;0.17903584241867065;0.25611815;0.194480946;0.35096878;0.326680672268908;0.13750017;0.040015601;0.35824412;0.19269217550754547;0.12145011;0.043253968;0.48510617;0.5496875;0.22983319;0.036184211;0.25700822;0.1;0.20218007;0.110118340161651;0.10638379;0.0312217400456765;0.35821015;0.555555555555556;0.14540333;0.147361344344955;26.075956;25.9;68.02729;79.0;0.8765249;0.845108695652174;0.14099407;0.0095522388059701;0.11505309;0.0893777292576419;0.7211475;0.593886462882096;0.09521637;0.0048062648922114;0.19179548;0.0667268651139619;0.15901826;0.188107995633296;0.157071;0.067559321994232;0.122219265;0.06746231019496918;0.17268646;0.108456891817683;0.09020819;0.018480493;0.17288312;0.121776673763899;0.18548074;0.156248308;0.27316323;0.2;0.11935864;0.02534930221736431;0.3350648;0.254742547425474;0.4957163;0.264;0.4845576;0.490998363338789;0.15036331;0.049490164;0.10683009;0.0316669172832654;0.116825365;0.0912523531268022;0.16090734;0.183032897318993;0.17121242;0.119587428237813;0.18629007;0.157385669;0.3359004;0.305436244522539;0.12751234;0.085346056;0.28473043;0.178283919104653;0.22720288;0.179455446;0.40639633;0.288201160541586;0.19900881;0.160931174;0.32977405;0.419698640205807;0.1192012;0.062709966;0.28784373;0.536534446764092;0.28016496;0.390161153519932;0.11921423;0.071986802;82.0366;81.9
|
||||
42;29.394464;32.6;138.42929;150.0;91.177345;107.0;0.08393769;0.003;0.15688454;0.06475140899419785;0.13882336;0.082811611;0.32120258;0.2009895294904709;0.23839864;0.0782124474644661;0.6290544;0.67055743932724;0.11369525;0.03209096938371658;13.528023;18.0;0.2146398;0.4073149859905243;0.118360616;0.024389389902353287;0.3029167;0.14615941047668457;0.2588788;0.076215506;0.35556746;0.44498932361602783;0.1444814;0.032787311;0.30441257;0.22838807106018066;0.12286815;0.066269841;0.42850307;0.7754563689231873;0.23135957;0.181860902;0.17754094;0.11363931745290756;0.18665925;0.13366737389024;0.09916994;0.0838593433196807;0.45132482;0.3078213930130005;0.14046292;0.0452315828428794;27.212969;31.8;72.36083;79.0;0.81617844;0.671195652173913;0.08116261;0.001865412457846105;0.103876546;0.0050655021834061;0.66989654;0.532751091703057;0.09836467;0.0429925765800138;0.13082029;0.06832906603813171;0.14882688;0.0506626188659772;0.19473878;0.0664392588436791;0.11917401;0.0233520433556844;0.15379393;0.021088339388370514;0.10778647;0.015742642;0.12845999;0.022585969418287277;0.19206247;0.052634998;0.30001104;0.28;0.11072023;0.026600556;0.33591884;0.2750917077064514;0.49918202;0.3;0.40483668;0.675260066986084;0.15971103;0.048717685;0.09951536;0.0842951528210224;0.10554543;0.0068553520712956;0.15506381;0.0532739881108947;0.13233417;0.0248874519020319;0.1936082;0.053792641;0.38300788;0.44868025183677673;0.13445584;0.047510188;0.30217758;0.28920310735702515;0.3255491;0.063118812;0.50560594;0.6730347871780396;0.26521328;0.108974359;0.40731627;0.495901882648468;0.13108759;0.095931318;0.34670487;0.3235118091106415;0.3362403;0.3990892171859741;0.11976618;0.036576628;93.22817;94.2
|
||||
12;29.882998;31.8;132.1853;112.0;78.589096;69.0;0.08618437;0.01;0.17619483;0.0035714285714285;0.16062802;0.046101309;0.3429188;0.161290322580645;0.23532961;0.08864937722682953;0.3840758;0.228915662650602;0.13539289;0.028318584;11.735972;9.0;0.33219105;0.0314102564102564;0.11853303;0.015200150199234486;0.24829653;0.107142857142857;0.26021737;0.132720105;0.51867896;0.125;0.17554489;0.013910556;0.27482194;0.15447354316711426;0.16107513;0.027380952;0.46727106;0.491875;0.3312169;0.132988722;0.19079824;0.1;0.17848423;0.204263316521067;0.10778698;0.0012942321331926;0.39792567;0.333333333333333;0.19080353;0.0762935895907884;35.20751;44.3;90.42966;72.0;0.7450241;0.752717391304348;0.098256275;0.0003980099502487;0.11040312;0.0046288209606986;0.5954932;0.550218340611354;0.10259483;0.0260220727188403;0.14262186;0.051531946693237;0.15286586;0.0113548568210471;0.14486647;0.0718999060558425;0.10275945;0.101307962370352;0.17146203;0.0633295550942421;0.11907402;0.02532512;0.12968865;0.0444759876981311;0.18785459;0.123157883;0.37157917;0.24;0.114778936;0.020268686;0.2950917;0.116531165311653;0.5378745;0.192;0.5153811;0.343932663081599;0.19659187;0.02592955;0.1081579;0.0019155619530548;0.11214886;0.0065941958019129;0.15561076;0.0185480107164051;0.13661395;0.0366838571567578;0.18959314;0.124549654;0.3903959;0.143260011280316;0.13688633;0.039094855;0.31801954;0.137885332809739;0.368363;0.004950495;0.5140054;0.0649903288201161;0.2498139;0.235492578;0.35904652;0.18710029125213623;0.16428995;0.046123187988996506;0.32887542;0.177800974251914;0.36127385;0.404580152671756;0.12113603;0.026928396;85.42056;86.6
|
||||
51;29.10696;30.1;119.7938;103.0;81.3386;68.0;0.08731708;0.005;0.15161242;0.0392857142857143;0.14123666;0.049516221;0.32058126;0.193548387096774;0.23990059;0.140519187;0.4551438;0.168674698795181;0.13583091;0.019469027;8.560544;7.0;0.2856835;0.136538461538462;0.13136542;0.081699346;0.27196378;0.0331632653061225;0.27916053;0.141918528;0.39727455;0.0514705882352941;0.16799742;0.018538742;0.3249908;0.253768844221106;0.1300818;0.055555556;0.4558001;0.1484375;0.2809314;0.051221805;0.18975763;0.0;0.1882557;0.0483039291127514;0.12903276;0.0220433233834553;0.42560896;0.444444444444444;0.18368146;0.15220917735442;39.749603;39.8;76.53155;79.0;0.812542;0.739130434782609;0.08283404;0.0001990049751243;0.113111965;0.0164737991266376;0.6582547;0.59825327510917;0.098669425;0.0276782415517836;0.13823965;0.0746668327313489;0.21709998;0.0951333511997158;0.13619287;0.0801027475076495;0.1156121;0.0419050992376516;0.13821222;0.04372848570346832;0.09821029;0.033538672;0.112751335;0.0301632363378283;0.22119921;0.06186047;0.43091965;0.28;0.11247487;0.06050454;0.29502627;0.13550135501355;0.43270487;0.443;0.4690779;0.123918634556932;0.18548901;0.029328458;0.12942609;0.0223688772562787;0.11481968;0.0182809388567884;0.21473615;0.0971008192457126;0.116019115;0.0249099931886737;0.2222522;0.063573121;0.40195757;0.146123476072715;0.14497977;0.016814101;0.37682113;0.148439033968192;0.22461471;0.152227723;0.3974684;0.19458413926499;0.215909;0.069838057;0.29624817;0.0922454979786843;0.12577264;0.111608809;0.26915053;0.0723729993041058;0.35276356;0.3603856861591339;0.13432555;0.005732282;81.55728;82.0
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