% Python_3.6.9. % Sklearn_0.20.3. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:15:58 2020 % Created by run_task() @RELATION openml_task_2275_predictions @ATTRIBUTE repeat NUMERIC @ATTRIBUTE fold NUMERIC @ATTRIBUTE sample NUMERIC @ATTRIBUTE row_id NUMERIC @ATTRIBUTE confidence.moa.NaiveBayes(1) NUMERIC @ATTRIBUTE confidence.moa.HoeffdingTree(1) NUMERIC @ATTRIBUTE confidence.moa.kNN(1) NUMERIC @ATTRIBUTE confidence.moa.SPegasos(1) NUMERIC @ATTRIBUTE prediction {moa.NaiveBayes(1), moa.HoeffdingTree(1), moa.kNN(1), moa.SPegasos(1)} @ATTRIBUTE correct {moa.NaiveBayes(1), moa.HoeffdingTree(1), moa.kNN(1), moa.SPegasos(1)} @DATA 0,0,0,39,0.012328263841421737,0.15373424163555743,0.6402836030928136,0.1936538914302072,moa.kNN(1),moa.kNN(1) 0,0,0,11,0.05939094728800611,0.9255943468296409,0.005014705882352941,0.01,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,36,0.23559695859695864,0.6539863747363748,0.07619047619047618,0.03422619047619047,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,12,0.13183116883116885,0.7420717893217893,0.06622763347763348,0.05986940836940837,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,20,0.018976190476190473,0.7958957708957708,0.13948509823509825,0.045642940392940395,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,16,0.0,0.995,0.005,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,19,0.14266634835752487,0.783809863339275,0.06557681860623038,0.007946969696969697,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,51,0.6581221980633742,0.27550082515523683,0.06141269106710283,0.0049642857142857145,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,1,0,52,0.006248484848484848,0.14756712805598254,0.5512395803628775,0.2949448067326549,moa.kNN(1),moa.kNN(1) 0,1,0,17,0.02421818181818182,0.8967325505248105,0.063680331948753,0.015368935708254596,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,7,0.010404761904761906,0.8035211687177635,0.16843956254443868,0.017634506833036242,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,47,0.4985653007982729,0.48994631916071557,0.0,0.01148838004101162,moa.NaiveBayes(1),moa.HoeffdingTree(1) 0,1,0,9,0.007142857142857143,0.9928571428571428,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,35,0.06156652996126681,0.9219450899977214,0.0,0.01648838004101162,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,13,0.031422477522477524,0.6587210852099399,0.2735196613929587,0.03633677587462417,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,22,0.016666666666666666,0.7038613314789786,0.15683749502131852,0.12263450683303624,moa.HoeffdingTree(1),moa.SPegasos(1) 0,2,0,30,0.03175651696085133,0.1858439636129264,0.6912794969048839,0.09112002252133829,moa.kNN(1),moa.kNN(1) 0,2,0,60,0.06762434460963875,0.8586984845220139,0.05357002801120448,0.020107142857142858,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,33,0.0007142857142857143,0.9892857142857143,0.005,0.005,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,0,0.037311396206133045,0.855507985435617,0.08661247086247086,0.020568147495779076,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,15,0.10899964706775853,0.8730093460031542,0.011991006929087424,0.006000000000000001,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,27,0.026414027149321267,0.9403487370472665,0.02977890247007894,0.0034583333333333332,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,66,0.04287068160597572,0.9340612745098039,0.013570028011204483,0.009498015873015873,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,43,0.04347263263052736,0.3279480074019548,0.3475883400225505,0.2809910199449673,moa.kNN(1),moa.SPegasos(1) 0,3,0,61,0.008901515151515152,0.22344732997480668,0.6678488773438462,0.09980227752983171,moa.kNN(1),moa.kNN(1) 0,3,0,72,0.0,0.9715201465201464,0.025146520146520145,0.003333333333333333,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,73,0.31298500029382387,0.6680054079907022,0.005707070707070707,0.01330252100840336,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,53,0.0059722222222222225,0.9833531746031745,0.009007936507936506,0.0016666666666666666,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,37,0.09027808302808302,0.7567036574536574,0.1253039738039738,0.027714285714285712,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,44,0.012151515151515151,0.8582964812964814,0.10755200355200355,0.022,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,21,0.18784157509157506,0.5528186813186815,0.2519786324786325,0.007361111111111112,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,3,0,41,0.010218253968253967,0.38128144030891703,0.31399564724061635,0.2945046584822126,moa.HoeffdingTree(1),moa.SPegasos(1) 0,4,0,62,0.5397256744803185,0.2818620205044352,0.14449073638779517,0.03392156862745098,moa.NaiveBayes(1),moa.kNN(1) 0,4,0,14,0.0017142857142857142,0.9412323917912154,0.04677705301234713,0.010276269482151833,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,42,0.012441653934300991,0.9286698497580852,0.03504535905271199,0.023843137254901958,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,32,0.1415323694193663,0.8199450420580451,0.027355921855921853,0.011166666666666667,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,50,0.041362706565879946,0.9130331108519962,0.04001594728800611,0.005588235294117647,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,29,0.16222431077694235,0.8062549321163874,0.029599188479219437,0.0019215686274509803,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,10,0.37722863247863253,0.5901047008547008,0.0,0.03266666666666666,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,5,0,46,0.01858360305844826,0.0962647092329755,0.723405911554905,0.16174577615367092,moa.kNN(1),moa.kNN(1) 0,5,0,58,0.004,0.996,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,26,0.20907927203515442,0.7627245124156891,0.026767644120585295,0.0014285714285714286,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,3,0.004,0.996,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,56,0.007857142857142858,0.9921428571428572,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,57,0.22550351445939687,0.7608067634979401,0.00826115061409179,0.005428571428571429,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,40,0.34128666105136696,0.6449380031732974,0.007775335775335775,0.006000000000000001,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,6,0,63,0.015270395239435488,0.28698201385817484,0.5400320038578552,0.15771558704453442,moa.kNN(1),moa.kNN(1) 0,6,0,18,0.044333887302927553,0.8227666181427792,0.11255112362697503,0.020348370927318296,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,28,0.003333333333333333,0.9944444444444445,0.0022222222222222222,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,23,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,45,0.11070437792341815,0.5097554348815959,0.360636260712112,0.01890392648287385,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,5,0.4638766233766234,0.22845959595959595,0.20801229326229326,0.09965148740148738,moa.NaiveBayes(1),moa.HoeffdingTree(1) 0,6,0,2,0.45053635253635244,0.46671514596514607,0.0827485014985015,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,7,0,68,0.2173390171919584,0.6794433450536391,0.0765509710877358,0.026666666666666665,moa.HoeffdingTree(1),moa.kNN(1) 0,7,0,55,0.24610092195386318,0.6740862021964965,0.0620509710877358,0.01776190476190476,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,67,0.11503526538820656,0.8514382945485885,0.033526440063204765,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,69,0.010602941176470588,0.9618914027149321,0.02042873303167421,0.007076923076923077,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,31,0.0,0.8712389212095094,0.07806140917905623,0.05069966961143432,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,70,0.008417207792207792,0.768784916880505,0.1670982057158528,0.05569966961143433,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,49,0.6958852103778574,0.244637019842902,0.05947776977924038,0.0,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,8,0,6,0.013604108309990662,0.10319513003336532,0.5452253816444994,0.3379753800121446,moa.kNN(1),moa.kNN(1) 0,8,0,24,0.005,0.9933333333333334,0.0,0.0016666666666666666,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,34,0.013755656108597285,0.9692345399698341,0.008676470588235294,0.008333333333333333,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,1,0.012333333333333332,0.929,0.030166666666666665,0.0285,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,65,0.39813500796589024,0.4624073345385265,0.13235239433768844,0.007105263157894737,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,54,0.005714285714285714,0.9422630392483334,0.03350473464444053,0.018517940392940392,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,71,0.2747401528210353,0.6439569515881435,0.07919763243292655,0.002105263157894737,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,9,0,64,0.021886534518113464,0.9314173496445671,0.02821137537923108,0.01848474045808815,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,38,0.003051948051948052,0.9923051948051947,0.0032142857142857147,0.0014285714285714286,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,59,0.020549450549450548,0.9765934065934068,0.002857142857142857,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,8,0.003051948051948052,0.8717754636144727,0.08548375841564697,0.03968882991793208,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,48,0.18626433069854123,0.7423380084827452,0.026403508771929825,0.04499415204678362,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,25,0.07572106569900687,0.9096951765554706,0.013155186316951022,0.0014285714285714286,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,4,0.36727599468814637,0.6065370729631566,0.012798043459808164,0.01338888888888889,moa.HoeffdingTree(1),moa.NaiveBayes(1)