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AEEEM.mat_result2.txt
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AEEEM.mat_result2.txt
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Dataset Name:AEEEM.mat
Time: 07-Apr-2018 14:29:48
Independent Execution: 10; Cross-Validation: 2
maxIter=2
lambda1_range=2:-0.01:0.01
lambda2_range = 2:-0.05:0.05
eval_func_str=eval_MTL_auc
<<<<<<<<<<<<<<<<<<<<Summary On Task 1:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.731490302175818;0.7161147734634;0.731490302175818;0.728346606714171;0.731375985977213;0.716076668063865;0.737777693099112;0.72531722745113;0.722021110391342;0.719220363525512]
Acc: 2-folds Max: [0.732919254658385;0.726708074534162;0.732919254658385;0.736196319018405;0.748466257668712;0.720496894409938;0.757763975155279;0.726708074534162;0.754601226993865;0.732919254658385]
Pre: 2-folds Means: [0.691924227318046;0.683730158730159;0.695046439628483;0.72512077294686;0.69;0.705508474576271;0.717173661917597;0.696969696969697;0.692549019607843;0.683129855715871]
Pre: 2-folds Max: [0.705882352941177;0.688888888888889;0.705882352941177;0.739130434782609;0.7;0.75;0.755102040816326;0.727272727272727;0.745098039215686;0.705882352941177]
recall: 2-folds Means: [0.589423076923077;0.535336538461539;0.58125;0.511538461538461;0.588701923076923;0.512379807692308;0.565985576923077;0.557692307692308;0.542307692307692;0.550480769230769]
recall: 2-folds Max: [0.625;0.59375;0.6;0.523076923076923;0.646153846153846;0.609375;0.578125;0.615384615384615;0.584615384615385;0.5625]
f1: 2-folds Means: [0.635548079618727;0.598484848484849;0.632715609408411;0.599884287957682;0.634245614035088;0.584399903404975;0.632518374081296;0.616296296296296;0.608287961282517;0.609653647752395]
f1: 2-folds Max: [0.650406504065041;0.633333333333333;0.639344262295082;0.612612612612613;0.672;0.634146341463415;0.654867256637168;0.64;0.655172413793103;0.626086956521739]
auc: 2-folds Means: [0.707477160174141;0.685562230939164;0.706046838838628;0.691651831232096;0.707195480789461;0.681684328420107;0.708697606471217;0.696897910631342;0.691598828270404;0.690662223454013]
auc: 2-folds Max: [0.714561855670103;0.704091494845361;0.708163265306123;0.700313971742543;0.731240188383045;0.701594716494845;0.727206829896907;0.705651491365777;0.725981161695447;0.703930412371134]
******************************************************************
Task 1: Acc-Overall: Means:0.725923 Max: 0.757764
Task 1: Pre-Overall: Means:0.698115 Max: 0.755102
Task 1: Recall-Overall: Means:0.553510 Max: 0.646154
Task 1: F1-Overall: Means:0.615203 Max: 0.672000
Task 1: AUC-Overall: Means:0.696747 Max: 0.731240
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 2:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.84855856290895;0.835526474636019;0.836494273687938;0.831484253647858;0.842522394185962;0.845524382097528;0.845544502659938;0.843538482587665;0.84754851067597;0.841506305784259]
Acc: 2-folds Max: [0.86144578313253;0.855421686746988;0.851703406813627;0.841683366733467;0.847695390781563;0.857715430861723;0.853413654618474;0.85140562248996;0.853413654618474;0.859719438877755]
Pre: 2-folds Means: [0.649621212121212;0.616877767480177;0.613278855975485;0.633653846153846;0.62796442687747;0.658454647256439;0.637644188110027;0.627356034572529;0.643296853625171;0.630244664237376]
Pre: 2-folds Max: [0.693181818181818;0.686746987951807;0.662921348314607;0.7;0.636363636363636;0.710526315789474;0.66304347826087;0.646464646464647;0.647058823529412;0.694117647058824]
recall: 2-folds Means: [0.587378640776699;0.587378640776699;0.587378640776699;0.490291262135922;0.58252427184466;0.538834951456311;0.587378640776699;0.597087378640777;0.587378640776699;0.597087378640777]
recall: 2-folds Max: [0.592233009708738;0.621359223300971;0.601941747572815;0.572815533980582;0.611650485436893;0.553398058252427;0.592233009708738;0.621359223300971;0.640776699029126;0.621359223300971]
f1: 2-folds Means: [0.616401430718988;0.597360703812317;0.598371478873239;0.542692866245814;0.604188880426504;0.591016079176474;0.61132797550708;0.611831683168317;0.612956510517486;0.610126083530339]
f1: 2-folds Max: [0.638743455497382;0.612903225806452;0.614583333333333;0.570048309178744;0.623762376237624;0.603351955307263;0.625641025641026;0.633663366336634;0.64390243902439;0.627659574468085]
auc: 2-folds Means: [0.751979500672201;0.743774028226222;0.744370179613512;0.705300982046097;0.74638296446088;0.732110865320279;0.750079168233894;0.752401891596312;0.75133380319106;0.751116889678399]
auc: 2-folds Max: [0.761939289664496;0.74378763672115;0.748528979111503;0.729445741673836;0.760370697263901;0.734358144552319;0.756875998525255;0.766375814182131;0.774818729261399;0.753579484162008]
******************************************************************
Task 2: Acc-Overall: Means:0.841825 Max: 0.861446
Task 2: Pre-Overall: Means:0.633839 Max: 0.710526
Task 2: Recall-Overall: Means:0.574272 Max: 0.640777
Task 2: F1-Overall: Means:0.599627 Max: 0.643902
Task 2: AUC-Overall: Means:0.742885 Max: 0.774819
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 3:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.88858590935746;0.864023624026137;0.881289268660467;0.908808745916059;0.885704113261288;0.891438384853816;0.869728575018849;0.891463516796515;0.890005864119963;0.887115690709559]
Acc: 2-folds Max: [0.901449275362319;0.904347826086957;0.910404624277457;0.921965317919075;0.907246376811594;0.907514450867052;0.88728323699422;0.892753623188406;0.895953757225434;0.890173410404624]
Pre: 2-folds Means: [0.418220946915351;0.367118644067797;0.420377358490566;0.523097826086957;0.416666666666667;0.425675675675676;0.346517917511832;0.426406926406926;0.405555555555556;0.405882352941176]
Pre: 2-folds Max: [0.470588235294118;0.48;0.52;0.608695652173913;0.5;0.5;0.379310344827586;0.428571428571429;0.444444444444444;0.411764705882353]
recall: 2-folds Means: [0.484375;0.421875;0.46875;0.4375;0.453125;0.453125;0.421875;0.5;0.421875;0.46875]
recall: 2-folds Max: [0.5;0.46875;0.53125;0.4375;0.46875;0.5;0.5;0.5625;0.5;0.5]
f1: 2-folds Means: [0.447903694479037;0.375361480624638;0.428070175438596;0.473295454545455;0.428138528138528;0.438405797101449;0.373098953189808;0.458627858627859;0.412713472485769;0.434343434343434]
f1: 2-folds Max: [0.484848484848485;0.421052631578947;0.456140350877193;0.509090909090909;0.466666666666667;0.5;0.385542168674699;0.486486486486486;0.470588235294118;0.444444444444444]
auc: 2-folds Means: [0.707109866252213;0.665522266284772;0.696066866262388;0.697207398099347;0.691495041055331;0.694654317423333;0.668651018243422;0.715716000895383;0.679838214271179;0.699282104047537]
auc: 2-folds Max: [0.721246006389776;0.666733226837061;0.708117012779553;0.704418789808917;0.696385782747604;0.724522292993631;0.694089456869009;0.743033439490446;0.718152866242038;0.711661341853035]
******************************************************************
Task 3: Acc-Overall: Means:0.885816 Max: 0.921965
Task 3: Pre-Overall: Means:0.415552 Max: 0.608696
Task 3: Recall-Overall: Means:0.453125 Max: 0.562500
Task 3: F1-Overall: Means:0.426996 Max: 0.509091
Task 3: AUC-Overall: Means:0.691554 Max: 0.743033
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 4:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.858215653698832;0.857135769994001;0.856606211638747;0.858752134385528;0.857131155106373;0.857139231159721;0.858756749273155;0.85069684803175;0.854991000969126;0.860896903410402]
Acc: 2-folds Max: [0.859442060085837;0.863733905579399;0.856989247311828;0.860515021459227;0.868025751072961;0.860515021459227;0.861290322580645;0.851931330472103;0.858369098712446;0.86587982832618]
Pre: 2-folds Means: [0.436335403726708;0.428627450980392;0.431932773109244;0.419447253117627;0.441011235955056;0.426283457656867;0.437934272300469;0.398960216998192;0.419772256728778;0.441666666666667]
Pre: 2-folds Max: [0.452380952380952;0.470588235294118;0.435294117647059;0.420289855072464;0.5;0.433962264150943;0.453333333333333;0.405063291139241;0.434782608695652;0.466666666666667]
recall: 2-folds Means: [0.273324003731841;0.248933759829402;0.285652405704385;0.19202319072371;0.265360522457684;0.241036918565907;0.261295481807277;0.265327202452352;0.261295481807277;0.179861388777822]
recall: 2-folds Max: [0.308943089430894;0.260162601626016;0.300813008130081;0.237704918032787;0.278688524590164;0.295081967213115;0.278688524590164;0.270491803278689;0.278688524590164;0.245901639344262]
f1: 2-folds Means: [0.335407339960037;0.314747388843118;0.343713761113259;0.260266195672743;0.328705008325861;0.303758741258741;0.327228007745042;0.31861001634144;0.32129854368932;0.246142443231588]
f1: 2-folds Max: [0.367149758454106;0.335078534031414;0.355769230769231;0.303664921465969;0.335135135135135;0.346153846153846;0.345177664974619;0.320388349514563;0.330097087378641;0.309278350515464]
auc: 2-folds Means: [0.610070683896052;0.599109361159117;0.614379214148378;0.57590977059347;0.606083206436836;0.595777457679703;0.6052921344221;0.602359794423988;0.603125527928324;0.571991269111402]
auc: 2-folds Max: [0.626041384023235;0.607831609836494;0.620740249429688;0.594099983768869;0.606856804043937;0.616600389547151;0.613972975166369;0.60368649569875;0.608403668235676;0.59696072066223]
******************************************************************
Task 4: Acc-Overall: Means:0.857032 Max: 0.868026
Task 4: Pre-Overall: Means:0.428197 Max: 0.500000
Task 4: Recall-Overall: Means:0.247411 Max: 0.308943
Task 4: F1-Overall: Means:0.309988 Max: 0.367150
Task 4: AUC-Overall: Means:0.598410 Max: 0.626041
******************************************************************
<<<<<<<<<<<<<<<<<<<<Summary On Task 5:>>>>>>>>>>>>>>>>>>>>Acc: 2-folds Means: [0.855048263995488;0.849028651392588;0.853706010866539;0.855705111271357;0.849034898581353;0.852366435104203;0.861712229496727;0.854372675153324;0.846354854601144;0.853699763677774]
Acc: 2-folds Max: [0.862299465240642;0.853137516688919;0.855807743658211;0.865153538050734;0.85427807486631;0.85981308411215;0.878504672897196;0.858477970627503;0.853137516688919;0.865153538050734]
Pre: 2-folds Means: [0.478608058608059;0.45115753811406;0.469358917150082;0.487917146144994;0.454044117647059;0.467391304347826;0.527011494252874;0.472943722943723;0.4404953145917;0.588541666666667]
Pre: 2-folds Max: [0.506666666666667;0.467532467532468;0.481927710843373;0.545454545454545;0.470588235294118;0.5;0.620689655172414;0.493506493506494;0.469879518072289;0.75]
recall: 2-folds Means: [0.377930402930403;0.363736263736264;0.368360805860806;0.277747252747253;0.392307692307692;0.311355311355311;0.358928571428571;0.363644688644689;0.363598901098901;0.225686813186813]
recall: 2-folds Max: [0.39047619047619;0.384615384615385;0.380952380952381;0.326923076923077;0.4;0.384615384615385;0.375;0.365384615384615;0.371428571428571;0.394230769230769]
f1: 2-folds Means: [0.421474176262684;0.401883830455259;0.412765957446808;0.346866175230132;0.420595435520809;0.365371955233706;0.421889823540573;0.410918868365677;0.398168457995174;0.258097345132743]
f1: 2-folds Max: [0.424581005586592;0.408163265306122;0.425531914893617;0.371584699453552;0.423280423280423;0.408163265306122;0.441717791411043;0.417582417582418;0.414893617021277;0.41]
auc: 2-folds Means: [0.655191909539736;0.645765647396082;0.650407111004937;0.613640707118968;0.657722169135213;0.62578635132983;0.651125776397516;0.648825449912406;0.644144171046345;0.59071607740086]
auc: 2-folds Max: [0.656418219461698;0.651935021500239;0.657091097308489;0.628523650262781;0.658074534161491;0.651935021500239;0.654347826086957;0.650672877846791;0.651552795031056;0.654413521261347]
******************************************************************
Task 5: Acc-Overall: Means:0.853103 Max: 0.878505
Task 5: Pre-Overall: Means:0.483747 Max: 0.750000
Task 5: Recall-Overall: Means:0.340330 Max: 0.400000
Task 5: F1-Overall: Means:0.385803 Max: 0.441718
Task 5: AUC-Overall: Means:0.638333 Max: 0.658075
******************************************************************
***************************All Original Data Start***************************
Task 1 Details:
Acc:
[0.730061349693252 0.732919254658385;0.705521472392638 0.726708074534162;0.730061349693252 0.732919254658385;0.736196319018405 0.720496894409938;0.748466257668712 0.714285714285714;0.711656441717791 0.720496894409938;0.717791411042945 0.757763975155279;0.723926380368098 0.726708074534162;0.754601226993865 0.68944099378882;0.705521472392638 0.732919254658385]
Pre:
[0.705882352941177 0.677966101694915;0.688888888888889 0.678571428571429;0.684210526315789 0.705882352941177;0.739130434782609 0.711111111111111;0.7 0.68;0.75 0.661016949152542;0.679245283018868 0.755102040816326;0.666666666666667 0.727272727272727;0.745098039215686 0.64;0.660377358490566 0.705882352941177]
Recall:
[0.553846153846154 0.625;0.476923076923077 0.59375;0.6 0.5625;0.523076923076923 0.5;0.646153846153846 0.53125;0.415384615384615 0.609375;0.553846153846154 0.578125;0.615384615384615 0.5;0.584615384615385 0.5;0.538461538461538 0.5625]
f1:
[0.620689655172414 0.650406504065041;0.563636363636364 0.633333333333333;0.639344262295082 0.626086956521739;0.612612612612613 0.587155963302752;0.672 0.596491228070175;0.534653465346535 0.634146341463415;0.610169491525424 0.654867256637168;0.64 0.592592592592593;0.655172413793103 0.56140350877193;0.593220338983051 0.626086956521739]
Auc:
[0.700392464678179 0.714561855670103;0.667032967032967 0.704091494845361;0.708163265306123 0.703930412371134;0.700313971742543 0.68298969072165;0.731240188383045 0.683150773195876;0.661773940345369 0.701594716494845;0.690188383045526 0.727206829896907;0.705651491365777 0.688144329896907;0.725981161695447 0.657216494845361;0.677394034536892 0.703930412371134]
Task 2 Details:
Acc:
[0.835671342685371 0.86144578313253;0.81563126252505 0.855421686746988;0.851703406813627 0.821285140562249;0.841683366733467 0.821285140562249;0.847695390781563 0.837349397590361;0.857715430861723 0.833333333333333;0.837675350701403 0.853413654618474;0.835671342685371 0.85140562248996;0.841683366733467 0.853413654618474;0.859719438877755 0.823293172690763]
Pre:
[0.606060606060606 0.693181818181818;0.547008547008547 0.686746987951807;0.662921348314607 0.563636363636364;0.7 0.567307692307692;0.636363636363636 0.619565217391304;0.710526315789474 0.606382978723404;0.612244897959184 0.66304347826087;0.608247422680412 0.646464646464647;0.63953488372093 0.647058823529412;0.694117647058824 0.566371681415929]
Recall:
[0.58252427184466 0.592233009708738;0.621359223300971 0.553398058252427;0.572815533980582 0.601941747572815;0.407766990291262 0.572815533980582;0.611650485436893 0.553398058252427;0.524271844660194 0.553398058252427;0.58252427184466 0.592233009708738;0.572815533980582 0.621359223300971;0.533980582524272 0.640776699029126;0.572815533980582 0.621359223300971]
f1:
[0.594059405940594 0.638743455497382;0.581818181818182 0.612903225806452;0.614583333333333 0.582159624413146;0.515337423312883 0.570048309178744;0.623762376237624 0.584615384615385;0.603351955307263 0.578680203045685;0.597014925373134 0.625641025641026;0.59 0.633663366336634;0.582010582010582 0.64390243902439;0.627659574468085 0.592592592592593]
Auc:
[0.742019711679906 0.761939289664496;0.743760419731293 0.74378763672115;0.748528979111503 0.740211380115522;0.681156222418358 0.729445741673836;0.760370697263901 0.732395231657859;0.734358144552319 0.729863586088239;0.743282337942532 0.756875998525255;0.738427969010493 0.766375814182131;0.727848877120722 0.774818729261399;0.753579484162008 0.748654295194789]
Task 3 Details:
Acc:
[0.875722543352601 0.901449275362319;0.823699421965318 0.904347826086957;0.910404624277457 0.852173913043478;0.921965317919075 0.895652173913044;0.864161849710983 0.907246376811594;0.907514450867052 0.87536231884058;0.88728323699422 0.852173913043478;0.890173410404624 0.892753623188406;0.895953757225434 0.884057971014493;0.890173410404624 0.884057971014493]
Pre:
[0.365853658536585 0.470588235294118;0.254237288135593 0.48;0.52 0.320754716981132;0.608695652173913 0.4375;0.333333333333333 0.5;0.5 0.351351351351351;0.379310344827586 0.313725490196078;0.428571428571429 0.424242424242424;0.444444444444444 0.366666666666667;0.411764705882353 0.4]
Recall:
[0.46875 0.5;0.46875 0.375;0.40625 0.53125;0.4375 0.4375;0.46875 0.4375;0.5 0.40625;0.34375 0.5;0.5625 0.4375;0.5 0.34375;0.4375 0.5]
f1:
[0.410958904109589 0.484848484848485;0.32967032967033 0.421052631578947;0.456140350877193 0.4;0.509090909090909 0.4375;0.38961038961039 0.466666666666667;0.5 0.376811594202899;0.360655737704918 0.385542168674699;0.486486486486486 0.430769230769231;0.470588235294118 0.354838709677419;0.424242424242424 0.444444444444444]
Auc:
[0.69297372611465 0.721246006389776;0.664311305732484 0.666733226837061;0.684016719745223 0.708117012779553;0.704418789808917 0.689996006389776;0.686604299363057 0.696385782747604;0.724522292993631 0.664786341853035;0.643212579617834 0.694089456869009;0.743033439490446 0.688398562300319;0.718152866242038 0.641523562300319;0.686902866242038 0.711661341853035]
Task 4 Details:
Acc:
[0.859442060085837 0.856989247311828;0.863733905579399 0.850537634408602;0.856223175965665 0.856989247311828;0.860515021459227 0.856989247311828;0.868025751072961 0.846236559139785;0.860515021459227 0.853763440860215;0.856223175965665 0.861290322580645;0.851931330472103 0.849462365591398;0.858369098712446 0.851612903225806;0.86587982832618 0.855913978494624]
Pre:
[0.452380952380952 0.420289855072464;0.470588235294118 0.386666666666667;0.435294117647059 0.428571428571429;0.418604651162791 0.420289855072464;0.5 0.382022471910112;0.433962264150943 0.418604651162791;0.422535211267606 0.453333333333333;0.405063291139241 0.392857142857143;0.434782608695652 0.404761904761905;0.466666666666667 0.416666666666667]
Recall:
[0.308943089430894 0.237704918032787;0.260162601626016 0.237704918032787;0.300813008130081 0.270491803278689;0.146341463414634 0.237704918032787;0.252032520325203 0.278688524590164;0.186991869918699 0.295081967213115;0.24390243902439 0.278688524590164;0.260162601626016 0.270491803278689;0.24390243902439 0.278688524590164;0.113821138211382 0.245901639344262]
f1:
[0.367149758454106 0.303664921465969;0.335078534031414 0.294416243654822;0.355769230769231 0.331658291457286;0.216867469879518 0.303664921465969;0.335135135135135 0.322274881516588;0.261363636363636 0.346153846153846;0.309278350515464 0.345177664974619;0.316831683168317 0.320388349514563;0.3125 0.330097087378641;0.183006535947712 0.309278350515464]
Auc:
[0.626041384023235 0.594099983768869;0.607831609836494 0.59038711248174;0.620740249429688 0.608018178867067;0.557719557418071 0.594099983768869;0.606856804043937 0.605309608829736;0.574954525812254 0.616600389547151;0.596611293677832 0.613972975166369;0.601033093149226 0.60368649569875;0.597847387620971 0.608403668235676;0.547021817560574 0.59696072066223]
Task 5 Details:
Acc:
[0.847797062750334 0.862299465240642;0.853137516688919 0.844919786096257;0.855807743658211 0.851604278074866;0.865153538050734 0.846256684491979;0.843791722296395 0.85427807486631;0.85981308411215 0.844919786096257;0.878504672897196 0.844919786096257;0.858477970627503 0.850267379679144;0.853137516688919 0.839572192513369;0.865153538050734 0.842245989304813]
Pre:
[0.450549450549451 0.506666666666667;0.467532467532468 0.434782608695652;0.481927710843373 0.45679012345679;0.545454545454545 0.430379746835443;0.4375 0.470588235294118;0.5 0.434782608695652;0.620689655172414 0.433333333333333;0.493506493506494 0.452380952380952;0.469879518072289 0.411111111111111;0.75 0.427083333333333]
Recall:
[0.39047619047619 0.365384615384615;0.342857142857143 0.384615384615385;0.380952380952381 0.355769230769231;0.228571428571429 0.326923076923077;0.4 0.384615384615385;0.238095238095238 0.384615384615385;0.342857142857143 0.375;0.361904761904762 0.365384615384615;0.371428571428571 0.355769230769231;0.0571428571428571 0.394230769230769]
f1:
[0.418367346938776 0.424581005586592;0.395604395604396 0.408163265306122;0.425531914893617 0.4;0.322147651006711 0.371584699453552;0.417910447761194 0.423280423280423;0.32258064516129 0.408163265306122;0.441717791411043 0.402061855670103;0.417582417582418 0.404255319148936;0.414893617021277 0.381443298969072;0.106194690265487 0.41]
Auc:
[0.656418219461698 0.653965599617774;0.639596273291925 0.651935021500239;0.657091097308489 0.643723124701386;0.598757763975155 0.628523650262781;0.658074534161491 0.657369804108935;0.59963768115942 0.651935021500239;0.654347826086957 0.647903726708075;0.650672877846791 0.646978021978022;0.651552795031056 0.636735547061634;0.527018633540373 0.654413521261347]
***************************All Original Data End***************************