% Python_3.6.9. % Sklearn_0.20.0. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 15:52:20 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 0,0,0,55,0.16188174797186636,0.16196273773537323,0.16179119671964104,0.17456042231427016,0.17134351541704257,0.1684603798418066,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,29,0.16170687775925405,0.16205772802892182,0.16204779687527943,0.17508997214143499,0.1696226993541336,0.16947492584097607,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,61,0.16157662283714963,0.1622135872590255,0.16241014467725068,0.17398271481071612,0.1675854539554304,0.17223147646042775,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,24,0.16190386692796405,0.16172054456302706,0.162630417651886,0.1768186104301826,0.1634732989693218,0.17345326145761847,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,19,0.16131122216648155,0.1635837040193211,0.16694336222546619,0.17611427731063134,0.16690470845782493,0.16514272582027478,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,44,0.1644335452603072,0.16143998325471862,0.16163579458451016,0.17573503904950832,0.17018084325863958,0.1665747945923162,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,52,0.16156607770236422,0.16228989937165555,0.17612721839137432,0.17065811495225539,0.16426865571841634,0.1650900338639341,moa.LeveragingBag_kNN(1),moa.OzaBoost_HoeffdingTree(1) 0,0,0,39,0.16127541116217192,0.1785819848460454,0.16255965397088762,0.16762967669036244,0.1649360257038081,0.16501724762672454,moa.SPegasos(1),moa.SPegasos(1) 0,1,0,0,0.1623582941251841,0.16292934296544884,0.1626746901398743,0.17526328715028547,0.16493859832166385,0.1718357872975435,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,54,0.1628562656567113,0.16197200028908054,0.16197611524294853,0.17496958318549377,0.16575900108915007,0.17246703453661577,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,50,0.16176849164842777,0.16263684571723935,0.1642449164415929,0.1739211694812762,0.16781609928295402,0.16961247742850966,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,33,0.16320700591345075,0.16210945041192665,0.16198038268462425,0.1784198300130236,0.16600875139624915,0.16827457958072564,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,17,0.1614055698882206,0.1620562636666321,0.16585525705719134,0.17625016512865063,0.16404140706196868,0.17039133719733662,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,22,0.16224314012300692,0.16188802065820806,0.1619536690885311,0.17681363695151486,0.1658316365858621,0.17126989659287703,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,68,0.16183783048658132,0.16184622848412328,0.16218542290430818,0.17555753834630666,0.16302007187423548,0.17555290790444508,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,2,0,43,0.16115774549964113,0.16230989117578537,0.18367500753921875,0.16578319553803736,0.16494471825171897,0.16212944199559853,moa.LeveragingBag_kNN(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,12,0.162162523286249,0.16252578454751043,0.16264191596211916,0.17425037303943464,0.17110743409519671,0.16731196906949009,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,47,0.1620231999298257,0.1614869767404237,0.16523137831059495,0.1792614853765563,0.16386045809205158,0.16813650155054788,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,59,0.1615921623042802,0.16143595744170597,0.16641461862970436,0.17417069372624092,0.16259392524484975,0.17379264265321878,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,1,0.1620643906504849,0.16150068601852766,0.16175976384737895,0.17559250514104305,0.17485164699261763,0.1642310073499478,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,41,0.16121874371957653,0.1620673796732102,0.16686245598782487,0.17084207657730002,0.17561420930549085,0.16339513473659745,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,8,0.16162158534863919,0.16565072054778512,0.16225728496600098,0.17489453611087424,0.17099857313412367,0.16457729989257683,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,4,0.16411362337252702,0.1615770321713141,0.1614946122241856,0.1737206034880267,0.1661670264599788,0.17292710228396768,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,18,0.16164345518276482,0.16301103038778014,0.16222274244138388,0.1778513888134351,0.16628116055284164,0.16899022262179447,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,57,0.1624977518883737,0.1619100712364373,0.16184683903632321,0.17684856850459538,0.1662835511816508,0.1706132181526195,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,30,0.1639667402075596,0.16150329961375046,0.16153315333399912,0.1749581600944406,0.16902943518250105,0.16900921156774928,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,26,0.16150068079358257,0.16255336318440453,0.16221294755314386,0.16988455810423128,0.1778868038934385,0.16596164647119932,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,63,0.16187251059631877,0.16232651568620363,0.16196645335588825,0.17177065489950755,0.17545001184235356,0.16661385361972833,moa.OzaBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,65,0.16169601986007623,0.16280324938387777,0.1621177269196764,0.17424436205391974,0.16481530672328015,0.17432333505916967,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,4,0,34,0.1626879426441659,0.16189030877612548,0.16173812824759407,0.17914473193820357,0.16891497312803094,0.16562391526588,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,23,0.1625527178439789,0.16173761608942386,0.16176687043440052,0.17884738331417863,0.168349996899965,0.16674541541805307,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,49,0.1614998243539371,0.16628233440469892,0.1626956534186287,0.17939157155076477,0.16523338935305712,0.16489722691891345,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,70,0.16340664279111516,0.16178261737152513,0.16187285368122067,0.1761063676001052,0.16863842793525224,0.16819309062078164,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,25,0.16139588277799452,0.1619734778363855,0.16261764050186628,0.17056086293616243,0.17589353163238067,0.16755860431521066,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,4,0,62,0.16141504930755982,0.1618256183768179,0.1677413162943381,0.17819846671969744,0.1634561538061795,0.1673633954954073,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,4,0,37,0.16122815973235138,0.16251781229035653,0.17785101433653072,0.16861745215628102,0.1661986200403913,0.16358694144408903,moa.LeveragingBag_kNN(1),moa.LeveragingBag_kNN(1) 0,5,0,9,0.16223116324485048,0.16167919756070115,0.16166368276213822,0.17694536256241397,0.17199965789124083,0.16548093597865532,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,48,0.16210753302619196,0.16183255152020412,0.16236250965868296,0.1717173347195,0.16537473881250866,0.17660533226291236,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,31,0.1617850128033909,0.16211852836600577,0.1658251438884336,0.1728427311586426,0.17185396412675122,0.16557461965677595,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,20,0.16141600843222653,0.1616345150749372,0.16640174682975306,0.17757204718031389,0.16457928745961717,0.1683963950231523,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,69,0.1617837996021104,0.16160238172098013,0.1617833383756311,0.1742882346269911,0.17413263271637666,0.16640961295791057,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,5,0,28,0.16177685967730362,0.16202093761488873,0.1623594423769476,0.1741967947964887,0.17249066940632576,0.16715529612804575,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,5,0,60,0.16148499369062383,0.16329649312802266,0.17068388215557181,0.17275199899936783,0.16701572959201416,0.1647669024343997,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,6,0,21,0.16288948128472472,0.16715437988311005,0.1617565012830643,0.17520436595676533,0.16764229760573882,0.1653529739865968,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,16,0.1619642935520989,0.16223609331019306,0.16306481980943555,0.17742134994658254,0.16827880515377333,0.16703463822791664,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,36,0.1624050032079978,0.16191616639252943,0.16196773764694367,0.17698711032775058,0.16870408420194455,0.16801989822283378,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,64,0.16164677195668845,0.16216913134059868,0.16947035549507874,0.1720334950065622,0.16619824140485737,0.1684820047962145,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,66,0.16128365722749075,0.16230314248349687,0.1646539765044817,0.16918515248894822,0.1768313927369129,0.1657426785586694,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,6,0,32,0.16234945451481075,0.1620842827067763,0.16306576163426947,0.17620941241140411,0.167784829184209,0.16850625954853024,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,6,0,58,0.161337499423527,0.16285602093412144,0.17066197447414005,0.17357109370920776,0.16719535052559117,0.16437806093341248,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,7,0,42,0.16141628650172485,0.16229335572976494,0.16584122235267834,0.17909202635073185,0.16448530385499235,0.16687180521010772,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,51,0.1618622630915273,0.16208658096358744,0.1622650416304855,0.17594889934058597,0.171017125807383,0.16682008916643082,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,53,0.16176121897776966,0.16197685312570204,0.16179892308651395,0.1754073684219508,0.17065963675918092,0.1683959996288827,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,6,0.16133993174092007,0.16633613361109664,0.16337189722912526,0.17869654874475516,0.16598842788562182,0.1642670607884808,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,56,0.16164372937122562,0.1628776725328828,0.16431040965058516,0.17295534623056444,0.1676877692103765,0.1705250730043654,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,7,0,2,0.16204481775092092,0.1616406515419406,0.16187809811555864,0.17339637470233443,0.16313754644231498,0.1779025114469305,moa.OzaBoost_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,7,0,10,0.17725915961099173,0.16143063137420766,0.16146765066343305,0.16904789514693763,0.16400478379674002,0.16678987940768983,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,8,0,3,0.1645463367137103,0.1617088479893182,0.16179585708720803,0.17302529394492622,0.17400868990461626,0.1649149743602211,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,67,0.16118930644034044,0.16203820577566297,0.16699204849595653,0.17774108541566294,0.16734656160918895,0.16469279226318803,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,45,0.16332785746633116,0.1617206862476287,0.16200155201334304,0.17500500091124094,0.1735737584262236,0.16437114493523255,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,35,0.16251448437049448,0.16171124390065394,0.165707646501544,0.17589257102431288,0.1643553957726021,0.16981865843039254,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,7,0.16155714490658146,0.16276084148988262,0.16250515453287112,0.1730095285632812,0.17105998307373418,0.1691073474336495,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,8,0,11,0.1626307979266815,0.16177618063891155,0.16193084756885762,0.1785055416150185,0.16613906838002365,0.1690175638705072,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,8,0,38,0.1765232732300849,0.16130156095702738,0.16145721498451585,0.1695518316719472,0.16450661254880813,0.16665950660761658,moa.NaiveBayes(1),moa.NaiveBayes(1) 0,9,0,27,0.16159898139539944,0.16174229616843608,0.16208813166077066,0.17574108265714708,0.16909698677138765,0.16973252134685898,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,14,0.16151277058658847,0.16239647006058122,0.16309236925034132,0.17628848186394344,0.1689387999089257,0.16777110832961983,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,13,0.1613266668528715,0.16219796847670565,0.16559908656213945,0.17568402800897454,0.17039047893978898,0.16480177115951988,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,15,0.16206429354944235,0.16161783755465958,0.16205939847776948,0.17190172630607006,0.16467762993642557,0.17767911417563306,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,5,0.17152868054059017,0.16305930853538322,0.16238731034839593,0.16955425503771138,0.1632799130941396,0.17019053244377963,moa.NaiveBayes(1),moa.OzaBag_HoeffdingTree(1) 0,9,0,46,0.16266782633153898,0.161791828504247,0.16179624780283897,0.17625912315590078,0.162805497494665,0.17467947671080927,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,9,0,40,0.16141242706749048,0.1807894120790295,0.16277299171823728,0.16659842776514946,0.16372381534495964,0.16470292602513362,moa.SPegasos(1),moa.SPegasos(1)