% Python_3.6.9. % Sklearn_0.20.3. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:15:56 2020 % Created by run_task() @RELATION openml_task_2274_predictions @ATTRIBUTE repeat NUMERIC @ATTRIBUTE fold NUMERIC @ATTRIBUTE sample NUMERIC @ATTRIBUTE row_id 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.LeveragingBag_kNN(1), moa.LeveragingBag_HoeffdingTree(1), moa.OzaBag_HoeffdingTree(1), moa.OzaBoost_HoeffdingTree(1)} @ATTRIBUTE correct {moa.LeveragingBag_kNN(1), moa.LeveragingBag_HoeffdingTree(1), moa.OzaBag_HoeffdingTree(1), moa.OzaBoost_HoeffdingTree(1)} @DATA 0,0,0,39,0.38321514252860994,0.3892379386179695,0.13733721979774613,0.09020969905567428,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,0,0,52,0.10290476190476189,0.8351025641025643,0.061992673992674004,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,28,0.005873015873015872,0.9819365079365079,0.0014285714285714286,0.01076190476190476,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,15,0.015727031280739722,0.5673762064370321,0.20440306273571177,0.2124936995465162,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,21,0.13755220922743472,0.5105669113719322,0.09734398155201761,0.25453689784861533,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,59,0.056750726467512023,0.2072621633687053,0.5228560642443063,0.21313104591947638,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,23,0.0025,0.99,0.0075,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,11,0.0,0.9603879892037785,0.017965587044534416,0.02164642375168691,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,1,0,30,0.4293609245053417,0.26353055364080735,0.1890457651851447,0.11806275666870636,moa.LeveragingBag_kNN(1),moa.LeveragingBag_kNN(1) 0,1,0,14,0.1089977678391664,0.6722570835608359,0.09851797464922717,0.12022717395077066,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,67,0.10315726068736902,0.5364232548497254,0.15048752720447767,0.2099319572584278,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,37,0.008226495726495727,0.6896661372511218,0.060341442028903305,0.24176592499347915,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,57,0.03383778326077088,0.5599978900671625,0.1755886809985107,0.23057564567355587,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,47,0.0005555555555555556,0.4883557828455526,0.3746516066106858,0.13643705498820585,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,69,0.14131802399526855,0.17820485268945022,0.4316866488860296,0.24879047442925145,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,49,0.05012507898877869,0.4362354741749479,0.15905165199437646,0.3545877948418969,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,2,0,61,0.28891625320656816,0.4390137545632901,0.17692338752055736,0.09514660470958428,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,2,0,58,0.007658936651583711,0.8174306729281995,0.1479760991353063,0.026934291284910476,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,12,0.0814646266167837,0.46582559790383854,0.14156760684649697,0.31114216863288074,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,50,0.020475545481350433,0.8573602791836572,0.06831531281120727,0.05384886252378512,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,38,0.005947884416924665,0.8955596157088452,0.05558216197511527,0.042910337899114984,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,7,0.02237832325912821,0.42762408407725744,0.4420983540453356,0.10789923861827887,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,1,0.0023333333333333335,0.5408492392110813,0.3643465927347506,0.09247083472083471,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,34,0.012445701357466064,0.7659741132340236,0.16408928741761222,0.057490897990897995,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,63,0.18326196010320722,0.5973654890337824,0.1198676445225106,0.09950490634049994,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,3,0,18,0.030674161364950835,0.5553273384252486,0.19783073398050174,0.21616776622929873,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,22,0.012422619047619049,0.5530229215229215,0.23760298035298028,0.19695147907647909,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,56,0.010198680546506633,0.8173886018428859,0.10980997373612464,0.062602743874483,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,70,0.12014168872063608,0.3724828722189404,0.35197751869733296,0.1553979203630906,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,5,0.15287055360808557,0.23752447005963628,0.3016318765065569,0.30797309982572135,moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,72,0.0,0.5134759325641679,0.3471534470431529,0.13937062039267922,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,2,0.05843024845811223,0.35345555648342036,0.10453016767374353,0.483584027384724,moa.OzaBoost_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,4,0,68,0.014638712165027955,0.6795371703030374,0.025528179852483256,0.2802959376794516,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,4,0,24,0.0,0.8169101233023868,0.10680334949932138,0.0762865271982919,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,0,0.01613157894736842,0.9316555473829502,0.013547868353360344,0.038665005316321104,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,46,0.4343392576897086,0.21710452891210733,0.26873002492751114,0.07982618847067291,moa.LeveragingBag_kNN(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,40,0.01,0.7212830405038644,0.08498428865820169,0.18373267083793401,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,41,0.03688157894736842,0.8674517381912894,0.043720440807902106,0.05194624205344019,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,4,0,29,0.046153382161727825,0.3742664733917763,0.31331180580573165,0.26626833864076427,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,5,0,45,0.09737032220034644,0.6457515239199114,0.08492915409398785,0.17194899978575434,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,60,0.05910099924230359,0.537501241642849,0.11036393341294737,0.2930338257019001,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,53,0.07784394913278343,0.5944568930269564,0.1663511312874619,0.16134802655279842,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,31,0.005552521008403361,0.8407487993688456,0.0753153248454332,0.07838335477731763,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,25,0.027633553993679852,0.6461966728325593,0.09359039386452228,0.23257937930923867,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,17,0.08957091791152567,0.4347789188160369,0.19551167267059377,0.2801384906018437,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,5,0,71,0.04363431169008972,0.42721069958257,0.16075925519642706,0.3683957335309131,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,6,0,54,0.013924619240408711,0.8529180337206651,0.10068547826442563,0.032471868774500354,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,36,0.010198412698412698,0.8395068732437152,0.10820454545454544,0.0420901686033265,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,32,0.01200474919182013,0.8042337057171153,0.1027357729989309,0.08102577209213364,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,10,0.008472049689440993,0.701595948737253,0.08882775316470967,0.20110424840859623,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,19,0.06516823492797715,0.6211346004114041,0.12280092601121677,0.1908962386494019,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,42,0.03511090337251328,0.7904831666441575,0.06792189750394084,0.10648403247938855,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,6,0,66,0.049400398617251484,0.3051970105917474,0.5557767820340171,0.08962580875698391,moa.OzaBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,7,0,64,0.04256670911934069,0.7840470574002307,0.082650416917677,0.09073581656275154,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,33,0.02603429078661277,0.2712588029703354,0.48257651054655676,0.22013039569649467,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,3,0.0005555555555555556,0.13831442169128935,0.6467470952231684,0.21438292752998628,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,48,0.0025396825396825397,0.8286415586066614,0.11592986996476695,0.05288888888888889,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,13,0.07681583718425825,0.6588120190209975,0.18995576539616787,0.07441637839857652,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,27,0.08578307664128097,0.09125768856186815,0.6028744766327582,0.22008475816409248,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,7,0,65,0.03766135983899141,0.7840555746298241,0.053453168460366615,0.12482989707081778,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,8,0,51,0.11195616747896661,0.15036897066305457,0.29719521839903107,0.4404796434589475,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,73,0.004350140056022409,0.9001388971770414,0.030628740881046036,0.06488222188588995,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,20,0.109080476992982,0.55465389173962,0.21061916979225828,0.1256464614751396,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,16,0.015276493930905697,0.8717730727018652,0.08521098907399217,0.02773944429323686,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,43,0.08228909613404499,0.49158244931808015,0.3190815198135496,0.10704693473432533,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,44,0.12632306216427563,0.11774451830307259,0.6046770706036757,0.1512553489289759,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,8,0,8,0.06559900926013458,0.5948977112834968,0.21726130773288865,0.12224197172347999,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,9,0,4,0.01136823960353372,0.6511449445807032,0.16394739750273807,0.1735394183130251,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,62,0.05402208419599724,0.5336882446198303,0.08442142341886587,0.32786824776530665,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,9,0.0032142857142857147,0.7972699729750814,0.11084391850839216,0.08867182280224077,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,35,0.000588235294117647,0.8975833768055129,0.07572029338051009,0.026108094519859223,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,6,0.19256280239368473,0.7354533124254489,0.05925384316405986,0.012730042016806725,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,26,0.16205178034525858,0.15860309479896567,0.45946438195036593,0.21988074290540977,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,9,0,55,0.1567894181266304,0.4926306054716136,0.11641569874390577,0.23416427765785022,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1)