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AEEEM.mat_result1.txt
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AEEEM.mat_result1.txt
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Dataset Name:AEEEM.mat
Time: 07-Apr-2018 14:07:12
Independent Execution: 10; Cross-Validation: 2
maxIter=2
eval_func_str=eval_MTL_auc
<<<<<<<<<<<<<<<<<<<<Summary On Task 1:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.709865487939641;0.709827382540106;0.72531722745113;0.715886141066189;0.712894867202683;0.719220363525512;0.747018252486377;0.728499028312312;0.715848035666654;0.716152878862935]
Acc: 2-folds Max: [0.711656441717791;0.717791411042945;0.726708074534162;0.742331288343558;0.723926380368098;0.732919254658385;0.763975155279503;0.745341614906832;0.748466257668712;0.732919254658385]
Pre: 2-folds Means: [0.656210592686003;0.677986906710311;0.689285714285714;0.709967320261438;0.719540229885058;0.707494145199063;0.726085481682497;0.740277777777778;0.694148936170213;0.677015250544662]
Pre: 2-folds Max: [0.673076923076923;0.702127659574468;0.7;0.725490196078431;0.766666666666667;0.742857142857143;0.795454545454545;0.755555555555556;0.75;0.705882352941177]
recall: 2-folds Means: [0.573918269230769;0.519471153846154;0.565745192307692;0.479927884615385;0.4796875;0.5203125;0.611899038461538;0.488701923076923;0.511298076923077;0.550480769230769]
recall: 2-folds Max: [0.609375;0.53125;0.584615384615385;0.569230769230769;0.6;0.640625;0.676923076923077;0.53125;0.553846153846154;0.5625]
f1: 2-folds Means: [0.611145299145299;0.587746305418719;0.621067130636509;0.568965517241379;0.561754021795537;0.588;0.657407407407407;0.588117081695063;0.58885434106673;0.607161125319693]
f1: 2-folds Max: [0.624;0.589285714285714;0.628099173553719;0.637931034482759;0.634146341463415;0.656;0.666666666666667;0.623853211009174;0.63716814159292;0.626086956521739]
auc: 2-folds Means: [0.686890756748774;0.677629538631472;0.698294434992474;0.675899141129489;0.673333125131496;0.685650674573953;0.724080173554354;0.687939221584748;0.681222360573889;0.68811120304585]
auc: 2-folds Max: [0.69128543814433;0.682417582417582;0.700470957613815;0.713186813186813;0.703061224489796;0.717219716494845;0.72704574742268;0.708923969072165;0.715698587127159;0.703930412371134]
******************************************************************
Task 1: Acc-Overall: Means:0.720053 Max: 0.763975
Task 1: Pre-Overall: Means:0.699801 Max: 0.795455
Task 1: Recall-Overall: Means:0.530144 Max: 0.676923
Task 1: F1-Overall: Means:0.598022 Max: 0.666667
Task 1: AUC-Overall: Means:0.687905 Max: 0.727046
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 2:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.843534458475183;0.838526450491344;0.834480205390701;0.848546490571504;0.847540462451006;0.845530418266251;0.833518442507505;0.849552518692002;0.846546506667954;0.842508309792275]
Acc: 2-folds Max: [0.847389558232932;0.849397590361446;0.857715430861723;0.849397590361446;0.849699398797595;0.851703406813627;0.85140562248996;0.853413654618474;0.853413654618474;0.861723446893788]
Pre: 2-folds Means: [0.648080808080808;0.672903672903673;0.624170720919947;0.716749379652605;0.704838709677419;0.684944413039382;0.615696649029982;0.70328073089701;0.672449330127104;0.63202305001029]
Pre: 2-folds Max: [0.68;0.769230769230769;0.710526315789474;0.725806451612903;0.709677419354839;0.737704918032787;0.679012345679012;0.732142857142857;0.682926829268293;0.697674418604651]
recall: 2-folds Means: [0.543689320388349;0.504854368932039;0.572815533980582;0.441747572815534;0.451456310679612;0.485436893203884;0.548543689320388;0.480582524271845;0.5;0.601941747572815]
recall: 2-folds Max: [0.592233009708738;0.621359223300971;0.621359223300971;0.446601941747573;0.475728155339806;0.533980582524272;0.563106796116505;0.563106796116505;0.543689320388349;0.621359223300971]
f1: 2-folds Means: [0.588497051952386;0.55712993668978;0.58996426594192;0.546536796536797;0.54990366088632;0.563863928112965;0.577759197324415;0.564739942098433;0.572817645231438;0.613756613756614]
f1: 2-folds Max: [0.603960396039604;0.598130841121495;0.603351955307263;0.547619047619048;0.566473988439306;0.578947368421053;0.597826086956522;0.613756613756614;0.605405405405406;0.634920634920635]
auc: 2-folds Means: [0.732664887786554;0.715160530585441;0.737708751519124;0.698119343241931;0.701078174518939;0.71236427194397;0.728144431285945;0.713100046178884;0.718392788645953;0.753544074144418]
auc: 2-folds Max: [0.748136706874571;0.751336177307051;0.741059358485928;0.699311071883887;0.711348926154751;0.726483962148212;0.734078898857073;0.746110360083569;0.738933267789111;0.758433853094047]
******************************************************************
Task 2: Acc-Overall: Means:0.843028 Max: 0.861723
Task 2: Pre-Overall: Means:0.667514 Max: 0.769231
Task 2: Recall-Overall: Means:0.513107 Max: 0.621359
Task 2: F1-Overall: Means:0.572497 Max: 0.634921
Task 2: AUC-Overall: Means:0.721028 Max: 0.758434
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 3:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.898726648236575;0.884284158498785;0.876924687945045;0.921852224176929;0.916084443327469;0.908808745916059;0.874101533048505;0.913160760660132;0.917516964061322;0.884225517299154]
Acc: 2-folds Max: [0.918840579710145;0.92463768115942;0.921965317919075;0.921965317919075;0.930434782608696;0.921965317919075;0.878260869565217;0.919075144508671;0.921739130434783;0.884393063583815]
Pre: 2-folds Means: [0.467329545454545;0.5775;0.500565610859729;0.62962962962963;0.683333333333333;0.521062271062271;0.339015151515151;0.555555555555556;0.601190476190476;0.394444444444444]
Pre: 2-folds Max: [0.590909090909091;0.875;0.692307692307692;0.666666666666667;0.9;0.619047619047619;0.375;0.611111111111111;0.666666666666667;0.4]
recall: 2-folds Means: [0.375;0.328125;0.46875;0.40625;0.359375;0.375;0.390625;0.34375;0.390625;0.46875]
recall: 2-folds Max: [0.40625;0.4375;0.65625;0.5;0.4375;0.40625;0.46875;0.34375;0.46875;0.5]
f1: 2-folds Means: [0.412615740740741;0.345731707317073;0.41;0.483952398124775;0.440092165898618;0.434938191281718;0.362179487179487;0.423703703703704;0.462765957446808;0.428104575163399]
f1: 2-folds Max: [0.481481481481482;0.35;0.42;0.542372881355932;0.451612903225806;0.490566037735849;0.416666666666667;0.44;0.5;0.444444444444444]
auc: 2-folds Means: [0.663591756374514;0.634601357573106;0.693650350521967;0.690373427992918;0.666149924452087;0.669149742577481;0.657032346970961;0.657515809100344;0.68096857130502;0.697689747359639]
auc: 2-folds Max: [0.688748003194888;0.661425159235669;0.753045127795527;0.732484076433121;0.693272292993631;0.690386146496815;0.694438897763578;0.660728503184713;0.713674363057325;0.711661341853035]
******************************************************************
Task 3: Acc-Overall: Means:0.899569 Max: 0.930435
Task 3: Pre-Overall: Means:0.526963 Max: 0.900000
Task 3: Recall-Overall: Means:0.390625 Max: 0.656250
Task 3: F1-Overall: Means:0.420408 Max: 0.542373
Task 3: AUC-Overall: Means:0.671072 Max: 0.753045
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 4:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.853922654483363;0.869500207669943;0.85874405833218;0.865214130785915;0.866800498407864;0.851218330333656;0.853933037980525;0.871105034842402;0.870029766025197;0.859287461350316]
Acc: 2-folds Max: [0.855913978494624;0.874193548387097;0.868025751072961;0.879569892473118;0.875536480686695;0.866952789699571;0.865591397849462;0.872317596566524;0.872317596566524;0.862660944206009]
Pre: 2-folds Means: [0.424754840331908;0.555236728837877;0.461864406779661;0.550925925925926;0.547222222222222;0.427298192004074;0.424641148325359;0.540816326530612;0.565018315018315;0.422619047619048]
Pre: 2-folds Max: [0.426829268292683;0.647058823529412;0.5;0.75;0.733333333333333;0.484848484848485;0.454545454545455;0.571428571428571;0.642857142857143;0.428571428571429]
recall: 2-folds Means: [0.310109289617486;0.122317739570838;0.253698520591763;0.138711182193789;0.0979941356790617;0.245368519258963;0.244402239104358;0.167499666799947;0.114454218312675;0.183926429428229]
recall: 2-folds Max: [0.333333333333333;0.154471544715447;0.409836065573771;0.154471544715447;0.10655737704918;0.360655737704918;0.365853658536585;0.204918032786885;0.155737704918033;0.245901639344262]
f1: 2-folds Means: [0.357932263814617;0.194990349184067;0.289965986394558;0.212978435585263;0.161988625940194;0.285136716671986;0.286647611269906;0.252159095310019;0.183705853017183;0.249575884118491]
f1: 2-folds Max: [0.372727272727273;0.231707317073171;0.416666666666667;0.214689265536723;0.164556962025316;0.365145228215768;0.379746835443038;0.292397660818713;0.236024844720497;0.309278350515464]
auc: 2-folds Means: [0.623207250396867;0.552503917454587;0.602101374506067;0.556992739391452;0.540644637262728;0.594225414826584;0.595309192102327;0.572615808996297;0.549493872915532;0.572787695493465]
auc: 2-folds Max: [0.632056036258756;0.563638738983187;0.662838824866093;0.558381350430125;0.542243259268192;0.63391697776335;0.640281588229974;0.587607531244928;0.565492614835254;0.59696072066223]
******************************************************************
Task 4: Acc-Overall: Means:0.861976 Max: 0.879570
Task 4: Pre-Overall: Means:0.492040 Max: 0.750000
Task 4: Recall-Overall: Means:0.187848 Max: 0.409836
Task 4: F1-Overall: Means:0.247508 Max: 0.416667
Task 4: AUC-Overall: Means:0.575988 Max: 0.662839
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 5:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.862394065527655;0.863058052447827;0.834314736939806;0.861723831418719;0.865733634150347;0.850359302599545;0.85103399898617;0.863723824279074;0.867070532546069;0.853699763677774]
Acc: 2-folds Max: [0.866310160427808;0.865153538050734;0.865153538050734;0.862299465240642;0.868983957219251;0.862483311081442;0.853137516688919;0.869158878504673;0.871657754010695;0.865153538050734]
Pre: 2-folds Means: [0.510662525879917;0.533333333333333;0.47027972027972;0.509556437071763;0.62987012987013;0.518685567010309;0.457042957042957;0.532266260162602;0.59775641025641;0.588541666666667]
Pre: 2-folds Max: [0.528571428571429;0.566666666666667;0.590909090909091;0.51063829787234;0.714285714285714;0.625;0.472527472527473;0.585365853658537;0.653846153846154;0.75]
recall: 2-folds Means: [0.339789377289377;0.167490842490843;0.302289377289377;0.258241758241758;0.10521978021978;0.216117216117216;0.368223443223443;0.224862637362637;0.143635531135531;0.225686813186813]
recall: 2-folds Max: [0.355769230769231;0.173076923076923;0.480769230769231;0.285714285714286;0.114285714285714;0.384615384615385;0.40952380952381;0.228571428571429;0.163461538461538;0.394230769230769]
f1: 2-folds Means: [0.408045977011494;0.254497354497354;0.30479135452198;0.341867226619286;0.179233951688242;0.243252762734998;0.407233058969444;0.31569935111752;0.23154442456768;0.258097345132743]
f1: 2-folds Max: [0.425287356321839;0.257142857142857;0.404858299595142;0.365853658536585;0.188976377952756;0.398009950248756;0.438775510204082;0.328767123287671;0.261538461538462;0.41]
auc: 2-folds Means: [0.643497173116738;0.571711259754738;0.611548415352763;0.608934543717152;0.547175107501195;0.58476668259277;0.6487856346552;0.596126970855232;0.564053790412486;0.59071607740086]
auc: 2-folds Max: [0.652263497372193;0.572563306258958;0.668179646440516;0.620341614906832;0.549378881987578;0.648053033922599;0.667494824016563;0.601086956521739;0.574743191591018;0.654413521261347]
******************************************************************
Task 5: Acc-Overall: Means:0.857311 Max: 0.871658
Task 5: Pre-Overall: Means:0.534800 Max: 0.750000
Task 5: Recall-Overall: Means:0.235156 Max: 0.480769
Task 5: F1-Overall: Means:0.294426 Max: 0.438776
Task 5: AUC-Overall: Means:0.596732 Max: 0.668180
******************************************************************
***************************All Original Data Start***************************
Task 1 Details:
Acc:
[0.711656441717791 0.708074534161491;0.717791411042945 0.701863354037267;0.723926380368098 0.726708074534162;0.742331288343558 0.68944099378882;0.723926380368098 0.701863354037267;0.705521472392638 0.732919254658385;0.730061349693252 0.763975155279503;0.711656441717791 0.745341614906832;0.748466257668712 0.683229813664596;0.699386503067485 0.732919254658385]
Pre:
[0.673076923076923 0.639344262295082;0.702127659574468 0.653846153846154;0.678571428571429 0.7;0.725490196078431 0.694444444444444;0.672413793103448 0.766666666666667;0.742857142857143 0.672131147540984;0.656716417910448 0.795454545454545;0.725 0.755555555555556;0.75 0.638297872340426;0.648148148148148 0.705882352941177]
Recall:
[0.538461538461538 0.609375;0.507692307692308 0.53125;0.584615384615385 0.546875;0.569230769230769 0.390625;0.6 0.359375;0.4 0.640625;0.676923076923077 0.546875;0.446153846153846 0.53125;0.553846153846154 0.46875;0.538461538461538 0.5625]
f1:
[0.598290598290598 0.624;0.589285714285714 0.586206896551724;0.628099173553719 0.614035087719298;0.637931034482759 0.5;0.634146341463415 0.48936170212766;0.52 0.656;0.666666666666667 0.648148148148148;0.552380952380952 0.623853211009174;0.63716814159292 0.540540540540541;0.588235294117647 0.626086956521739]
Auc:
[0.682496075353218 0.69128543814433;0.682417582417582 0.672841494845361;0.700470957613815 0.696117912371134;0.713186813186813 0.638611469072165;0.703061224489796 0.643605025773196;0.654081632653061 0.717219716494845;0.721114599686028 0.72704574742268;0.666954474097331 0.708923969072165;0.715698587127159 0.646746134020619;0.672291993720565 0.703930412371134]
Task 2 Details:
Acc:
[0.839679358717435 0.847389558232932;0.827655310621243 0.849397590361446;0.857715430861723 0.811244979919679;0.847695390781563 0.849397590361446;0.849699398797595 0.845381526104418;0.851703406813627 0.839357429718876;0.81563126252505 0.85140562248996;0.845691382765531 0.853413654618474;0.839679358717435 0.853413654618474;0.861723446893788 0.823293172690763]
Pre:
[0.616161616161616 0.68;0.576576576576577 0.769230769230769;0.710526315789474 0.53781512605042;0.707692307692308 0.725806451612903;0.7 0.709677419354839;0.737704918032787 0.632183908045977;0.552380952380952 0.679012345679012;0.732142857142857 0.674418604651163;0.661971830985915 0.682926829268293;0.697674418604651 0.566371681415929]
Recall:
[0.592233009708738 0.495145631067961;0.621359223300971 0.388349514563107;0.524271844660194 0.621359223300971;0.446601941747573 0.436893203883495;0.475728155339806 0.427184466019417;0.436893203883495 0.533980582524272;0.563106796116505 0.533980582524272;0.398058252427184 0.563106796116505;0.456310679611651 0.543689320388349;0.58252427184466 0.621359223300971]
f1:
[0.603960396039604 0.573033707865169;0.598130841121495 0.516129032258065;0.603351955307263 0.576576576576576;0.547619047619048 0.545454545454545;0.566473988439306 0.533333333333333;0.548780487804878 0.578947368421053;0.557692307692308 0.597826086956522;0.515723270440252 0.613756613756614;0.540229885057471 0.605405405405406;0.634920634920635 0.592592592592593]
Auc:
[0.748136706874571 0.717193068698537;0.751336177307051 0.678984883863832;0.734358144552319 0.741059358485928;0.699311071883887 0.696927614599975;0.711348926154751 0.690807422883126;0.698244581739727 0.726483962148212;0.722209963714818 0.734078898857073;0.680089732274198 0.746110360083569;0.697852309502795 0.738933267789111;0.758433853094047 0.748654295194789]
Task 3 Details:
Acc:
[0.878612716763006 0.918840579710145;0.84393063583815 0.92463768115942;0.921965317919075 0.831884057971015;0.921965317919075 0.921739130434783;0.901734104046243 0.930434782608696;0.921965317919075 0.895652173913044;0.869942196531792 0.878260869565217;0.919075144508671 0.907246376811594;0.913294797687861 0.921739130434783;0.884393063583815 0.884057971014493]
Pre:
[0.34375 0.590909090909091;0.28 0.875;0.692307692307692 0.308823529411765;0.592592592592593 0.666666666666667;0.466666666666667 0.9;0.619047619047619 0.423076923076923;0.303030303030303 0.375;0.611111111111111 0.5;0.535714285714286 0.666666666666667;0.388888888888889 0.4]
Recall:
[0.34375 0.40625;0.4375 0.21875;0.28125 0.65625;0.5 0.3125;0.4375 0.28125;0.40625 0.34375;0.3125 0.46875;0.34375 0.34375;0.46875 0.3125;0.4375 0.5]
f1:
[0.34375 0.481481481481482;0.341463414634146 0.35;0.4 0.42;0.542372881355932 0.425531914893617;0.451612903225806 0.428571428571429;0.490566037735849 0.379310344827586;0.307692307692308 0.416666666666667;0.44 0.407407407407407;0.5 0.425531914893617;0.411764705882353 0.444444444444444]
Auc:
[0.63843550955414 0.688748003194888;0.661425159235669 0.607777555910543;0.634255573248408 0.753045127795527;0.732484076433121 0.648262779552716;0.693272292993631 0.639027555910543;0.690386146496815 0.647913338658147;0.619625796178344 0.694438897763578;0.660728503184713 0.654303115015974;0.713674363057325 0.648262779552716;0.683718152866242 0.711661341853035]
Task 4 Details:
Acc:
[0.851931330472103 0.855913978494624;0.86480686695279 0.874193548387097;0.868025751072961 0.849462365591398;0.850858369098712 0.879569892473118;0.875536480686695 0.858064516129032;0.866952789699571 0.835483870967742;0.842274678111588 0.865591397849462;0.872317596566524 0.86989247311828;0.872317596566524 0.867741935483871;0.862660944206009 0.855913978494624]
Pre:
[0.422680412371134 0.426829268292683;0.463414634146341 0.647058823529412;0.5 0.423728813559322;0.351851851851852 0.75;0.733333333333333 0.361111111111111;0.484848484848485 0.369747899159664;0.394736842105263 0.454545454545455;0.571428571428571 0.510204081632653;0.642857142857143 0.487179487179487;0.428571428571429 0.416666666666667]
Recall:
[0.333333333333333 0.286885245901639;0.154471544715447 0.0901639344262295;0.0975609756097561 0.409836065573771;0.154471544715447 0.122950819672131;0.0894308943089431 0.10655737704918;0.130081300813008 0.360655737704918;0.365853658536585 0.122950819672131;0.130081300813008 0.204918032786885;0.0731707317073171 0.155737704918033;0.121951219512195 0.245901639344262]
f1:
[0.372727272727273 0.343137254901961;0.231707317073171 0.158273381294964;0.163265306122449 0.416666666666667;0.214689265536723 0.211267605633803;0.159420289855072 0.164556962025316;0.205128205128205 0.365145228215768;0.379746835443038 0.193548387096774;0.211920529801325 0.292397660818713;0.131386861313869 0.236024844720497;0.189873417721519 0.309278350515464]
Auc:
[0.632056036258756 0.614358464534978;0.563638738983187 0.541369095925986;0.54136392414604 0.662838824866093;0.555604128352779 0.558381350430125;0.542243259268192 0.539046015257263;0.554533851889817 0.63391697776335;0.640281588229974 0.550336795974679;0.557624086747666 0.587607531244928;0.533495130995809 0.565492614835254;0.548614670324701 0.59696072066223]
Task 5 Details:
Acc:
[0.858477970627503 0.866310160427808;0.865153538050734 0.86096256684492;0.865153538050734 0.803475935828877;0.861148197596796 0.862299465240642;0.862483311081442 0.868983957219251;0.862483311081442 0.838235294117647;0.853137516688919 0.848930481283422;0.869158878504673 0.858288770053476;0.862483311081442 0.871657754010695;0.865153538050734 0.842245989304813]
Pre:
[0.492753623188406 0.528571428571429;0.566666666666667 0.5;0.590909090909091 0.34965034965035;0.508474576271186 0.51063829787234;0.545454545454545 0.714285714285714;0.625 0.412371134020619;0.472527472527473 0.441558441558442;0.585365853658537 0.479166666666667;0.541666666666667 0.653846153846154;0.75 0.427083333333333]
Recall:
[0.323809523809524 0.355769230769231;0.161904761904762 0.173076923076923;0.123809523809524 0.480769230769231;0.285714285714286 0.230769230769231;0.114285714285714 0.0961538461538462;0.0476190476190476 0.384615384615385;0.40952380952381 0.326923076923077;0.228571428571429 0.221153846153846;0.123809523809524 0.163461538461538;0.0571428571428571 0.394230769230769]
f1:
[0.390804597701149 0.425287356321839;0.251851851851852 0.257142857142857;0.204724409448819 0.404858299595142;0.365853658536585 0.317880794701987;0.188976377952756 0.169491525423729;0.0884955752212389 0.398009950248756;0.438775510204082 0.375690607734807;0.328767123287671 0.302631578947368;0.201550387596899 0.261538461538462;0.106194690265487 0.41]
Auc:
[0.634730848861284 0.652263497372193;0.570859213250518 0.572563306258958;0.55491718426501 0.668179646440516;0.620341614906832 0.597527472527473;0.549378881987578 0.544971333014811;0.52148033126294 0.648053033922599;0.667494824016563 0.630076445293837;0.601086956521739 0.591166985188724;0.553364389233954 0.574743191591018;0.527018633540373 0.654413521261347]
***************************All Original Data End***************************