% Python_3.6.9. % Sklearn_0.21.2. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:19:48 2020 % Created by run_task() @RELATION openml_task_2272_predictions @ATTRIBUTE repeat NUMERIC @ATTRIBUTE fold NUMERIC @ATTRIBUTE sample NUMERIC @ATTRIBUTE row_id NUMERIC @ATTRIBUTE confidence.moa.NaiveBayes(1) NUMERIC @ATTRIBUTE confidence.moa.SPegasos(1) NUMERIC @ATTRIBUTE confidence.moa.LeveragingBag_kNN(1) NUMERIC @ATTRIBUTE confidence.moa.LeveragingBag_HoeffdingTree(1) NUMERIC @ATTRIBUTE confidence.moa.OzaBag_HoeffdingTree(1) NUMERIC @ATTRIBUTE confidence.moa.OzaBoost_HoeffdingTree(1) NUMERIC @ATTRIBUTE prediction {moa.NaiveBayes(1), moa.SPegasos(1), moa.LeveragingBag_kNN(1), moa.LeveragingBag_HoeffdingTree(1), moa.OzaBag_HoeffdingTree(1), moa.OzaBoost_HoeffdingTree(1)} @ATTRIBUTE correct {moa.NaiveBayes(1), moa.SPegasos(1), moa.LeveragingBag_kNN(1), moa.LeveragingBag_HoeffdingTree(1), moa.OzaBag_HoeffdingTree(1), moa.OzaBoost_HoeffdingTree(1)} @DATA 0,0,0,55,0.016261952,0.0141512705,0.012770539,0.8280879,0.07220183,0.056526486,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,29,0.0059438385,0.00584497,0.0045253043,0.87221044,0.041536532,0.069938846,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,61,0.0055870623,0.0058004134,0.0052881506,0.84070504,0.016352367,0.12626694,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,24,0.003209825,0.0028195349,0.0026859313,0.41681057,0.002976976,0.57149714,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,19,0.011451194,0.015840773,0.046094935,0.8443158,0.07044714,0.011850166,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,44,0.11095532,0.021245876,0.0180565,0.6517535,0.16344042,0.034548342,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,52,0.009636455,0.014491494,0.048213024,0.90544164,0.011284996,0.01093235,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,0,0,39,0.045386087,0.5426634,0.040302854,0.23539071,0.07085642,0.065400526,moa.SPegasos(1),moa.SPegasos(1) 0,1,0,0,0.0030969696,0.004393009,0.0028774044,0.96420425,0.0025436813,0.022884721,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,54,0.14630775,0.0487538,0.049634587,0.55762005,0.06043901,0.13724482,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,50,0.0036188744,0.0032756238,0.0036753814,0.97515476,0.004280414,0.009994987,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,33,0.003407183,0.0027156987,0.0021352414,0.98643446,0.002003994,0.0033033725,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,17,0.01274748,0.019531647,0.02731443,0.7821713,0.029607771,0.12862737,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,22,0.001984458,0.0017962318,0.0018193416,0.9844267,0.0024053508,0.0075679454,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,68,0.0036240683,0.0028992603,0.002995649,0.9157424,0.009319603,0.065419026,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,2,0,43,0.009375807,0.012357892,0.9359897,0.015479845,0.018704478,0.008092359,moa.LeveragingBag_kNN(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,12,0.06039039,0.07385526,0.06253897,0.587137,0.069600455,0.14647794,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,47,0.012617976,0.0019170991,0.003403184,0.9709037,0.004331834,0.0068262205,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,59,0.03472904,0.005543801,0.028055716,0.8618321,0.008456642,0.061382726,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,1,0.030776683,0.022064254,0.022686865,0.5621091,0.3092269,0.053136148,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,41,0.005966717,0.005071506,0.014735986,0.09460267,0.8721471,0.007476021,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,8,0.04298644,0.060585223,0.055578608,0.54575086,0.25354204,0.04155676,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,4,0.011882517,0.0071895644,0.0061649214,0.52166456,0.024416884,0.42868152,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,18,0.028825482,0.056712724,0.08537673,0.40690395,0.14434378,0.27783737,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,57,0.02406351,0.019731296,0.02169136,0.81822926,0.030573389,0.085711196,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,30,0.0012921912,0.000752214,0.00079296995,0.9836902,0.0032342311,0.010238251,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,26,0.0038405876,0.0034983472,0.0041759876,0.007262133,0.97547543,0.0057474943,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,63,0.006052883,0.0048450986,0.005544774,0.013085928,0.96516967,0.0053016157,moa.OzaBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,65,0.030643413,0.05298051,0.029803207,0.65416974,0.039157357,0.19324578,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,4,0,34,0.002109883,0.0015952042,0.0013660871,0.9864733,0.00678552,0.0016699806,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,23,0.004318065,0.003303592,0.0030826477,0.9714109,0.009212618,0.008672212,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,49,0.0018430746,0.035639323,0.0035294027,0.9544304,0.0025257636,0.0020320879,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,70,0.05993551,0.014077522,0.013136018,0.86031324,0.033436578,0.019101143,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,25,0.014027726,0.013998812,0.023357669,0.11324633,0.7766679,0.05870155,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,4,0,62,0.00309922,0.00263741,0.004048885,0.97458863,0.0035745618,0.0120513365,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,4,0,37,0.027954735,0.032105867,0.5771485,0.29746965,0.041712258,0.023609025,moa.LeveragingBag_kNN(1),moa.LeveragingBag_kNN(1) 0,5,0,9,0.013867485,0.010949968,0.01027761,0.8396866,0.104039155,0.02117924,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,48,0.0069390903,0.009222265,0.0061751986,0.10488496,0.12428706,0.74849147,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,31,0.014468283,0.015005602,0.026756002,0.5980089,0.31885776,0.026903497,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,20,0.010003473,0.0103749735,0.05422848,0.707507,0.02772338,0.19016267,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,69,0.009136191,0.008786306,0.008606213,0.82086843,0.12744421,0.025158633,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,5,0,28,0.012083078,0.014636143,0.012532149,0.8959374,0.048836205,0.015975071,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,5,0,60,0.017961496,0.021710346,0.23625663,0.686043,0.020951623,0.017076919,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,6,0,21,0.026130974,0.24632883,0.020229498,0.33956432,0.28109908,0.086647265,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,16,0.0023358786,0.0024016276,0.0023108104,0.9821117,0.0074934578,0.0033464846,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,36,0.0031578569,0.002585291,0.0025684924,0.9759671,0.009912162,0.005809066,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,64,0.052426036,0.05190185,0.09398785,0.5050158,0.09699842,0.19967006,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,66,0.02473004,0.03193022,0.04703935,0.16061495,0.6606732,0.07501223,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,6,0,32,0.011975721,0.015158769,0.009158614,0.92445415,0.018995693,0.020257024,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,6,0,58,0.016608505,0.019816773,0.37674502,0.52029663,0.045105368,0.021427704,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,7,0,42,0.002087072,0.0018169113,0.008134841,0.98302734,0.0031845514,0.0017492013,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,51,0.0017810119,0.0017809102,0.0016487384,0.98837936,0.0036308363,0.002779182,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,53,0.016666139,0.015298762,0.014296266,0.77646905,0.13720822,0.040061597,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,6,0.001887833,0.036906883,0.0073058503,0.94931245,0.002756706,0.0018302384,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,56,0.011448636,0.008797971,0.007294466,0.064011395,0.15373737,0.75471014,moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,7,0,2,0.0074231885,0.004652932,0.0033812115,0.15838708,0.005173932,0.8209816,moa.OzaBoost_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,7,0,10,0.28443587,0.028373694,0.019215086,0.5748315,0.03185741,0.06128646,moa.LeveragingBag_HoeffdingTree(1),moa.NaiveBayes(1) 0,8,0,3,0.015171041,0.0041240933,0.004794507,0.058662884,0.9047853,0.0124622015,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,67,0.0037001905,0.0036859496,0.016716227,0.95333344,0.018568564,0.0039956514,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,45,0.009441295,0.0029006116,0.0023541045,0.9679621,0.015227483,0.0021143896,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,35,0.007193256,0.004396294,0.0055313846,0.95626456,0.004585399,0.022029119,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,7,0.009064066,0.008681438,0.14695117,0.35103267,0.46134472,0.022925906,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,8,0,11,0.0043362607,0.0033893196,0.0035867447,0.96761614,0.010270587,0.0108009735,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,8,0,38,0.15052761,0.024224076,0.018306937,0.73791945,0.01960246,0.049419466,moa.LeveragingBag_HoeffdingTree(1),moa.NaiveBayes(1) 0,9,0,27,0.0018789942,0.0017902936,0.0016365661,0.98382807,0.0043290686,0.006537,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,14,0.0023274014,0.0025309906,0.11521434,0.8669425,0.009398128,0.0035866026,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,13,0.005540765,0.0083202515,0.09831474,0.8547327,0.023543948,0.009547593,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,15,0.025096947,0.03449532,0.021014556,0.110042155,0.035135757,0.7742153,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,5,0.08700445,0.06535325,0.033947445,0.28204897,0.095075525,0.4365704,moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,9,0,46,0.035084814,0.013061675,0.007976654,0.6754515,0.010459183,0.25796616,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,9,0,40,0.0377141,0.64950156,0.044947565,0.1220987,0.08393994,0.061798114,moa.SPegasos(1),moa.SPegasos(1)