@relation meta_stream

@attribute openml_task_id numeric
@attribute openml_interval_start numeric
@attribute openml_interval_end numeric
@attribute openml_classifier_moa.WEKAClassifier_J48(1) numeric
@attribute openml_classifier_moa.LeveragingBag_HoeffdingTree(1) numeric
@attribute openml_classifier_moa.WEKAClassifier_SMO_PolyKernel(1) numeric
@attribute openml_classifier_moa.kNN(1) numeric
@attribute openml_classifier_moa.WEKAClassifier_OneR(1) numeric
@attribute openml_classifier_moa.LeveragingBag_kNN(1) numeric
@attribute openml_classifier_moa.OzaBoost_HoeffdingTree(1) numeric
@attribute openml_classifier_moa.HoeffdingTree(1) numeric
@attribute openml_classifier_moa.SGD(1) numeric
@attribute openml_classifier_moa.NaiveBayes(1) numeric
@attribute openml_classifier_moa.WEKAClassifier_REPTree(1) numeric
@attribute openml_classifier_moa.OzaBag_HoeffdingTree(1) numeric
@attribute openml_classifier_moa.SPegasos(1) numeric
@attribute meta_REPTreeDepth2ErrRate numeric
@attribute meta_J48.00001.ErrRate numeric
@attribute meta_NBErrRate numeric
@attribute meta_MeanMutualInformation numeric
@attribute meta_NBAUC numeric
@attribute meta_DecisionStumpKappa numeric
@attribute meta_HoeffdingDDM.warnings numeric
@attribute meta_NoiseToSignalRatio numeric
@attribute meta_RandomTreeDepth3AUC_K=0 numeric
@attribute meta_PercentageOfNumericAtts numeric
@attribute meta_EquivalentNumberOfAtts numeric
@attribute meta_HoeffdingDDM.changes numeric
@attribute meta_ClassEntropy numeric
@attribute meta_NaiveBayesDdm.changes numeric
@attribute meta_NumNominalAtts numeric
@attribute meta_REPTreeDepth3AUC numeric
@attribute meta_MeanAttributeEntropy numeric
@attribute meta_MeanKurtosisOfNumericAtts numeric
@attribute meta_REPTreeDepth3Kappa numeric
@attribute meta_J48.001.ErrRate numeric
@attribute meta_NumNumericAtts numeric
@attribute meta_ClassCount numeric
@attribute meta_J48.00001.AUC numeric
@attribute meta_PercentageOfBinaryAtts numeric
@attribute meta_DecisionStumpAUC numeric
@attribute meta_RandomTreeDepth1AUC_K=0 numeric
@attribute meta_REPTreeDepth2Kappa numeric
@attribute meta_PositivePercentage numeric
@attribute meta_J48.0001.ErrRate numeric
@attribute meta_MinNominalAttDistinctValues numeric
@attribute meta_RandomTreeDepth2AUC_K=0 numeric
@attribute meta_MeanMeansOfNumericAtts numeric
@attribute meta_J48.0001.kappa numeric
@attribute meta_MeanNominalAttDistinctValues numeric
@attribute meta_J48.00001.kappa numeric
@attribute meta_PercentageOfNominalAtts numeric
@attribute meta_REPTreeDepth1Kappa numeric
@attribute meta_NegativePercentage numeric
@attribute meta_NumBinaryAtts numeric
@attribute meta_NaiveBayesDdm.warnings numeric
@attribute meta_MaxNominalAttDistinctValues numeric
@attribute meta_J48.001.AUC numeric
@attribute meta_J48.0001.AUC numeric
@attribute meta_NBKappa numeric
@attribute meta_REPTreeDepth1AUC numeric
@attribute meta_NaiveBayesAdwin.changes numeric
@attribute meta_REPTreeDepth3ErrRate numeric
@attribute meta_DecisionStumpErrRate numeric
@attribute meta_MeanStdDevOfNumericAtts numeric
@attribute meta_Dimensionality numeric
@attribute meta_REPTreeDepth2AUC numeric
@attribute meta_StdvNominalAttDistinctValues numeric
@attribute meta_HoeffdingAdwin.changes numeric
@attribute meta_MeanSkewnessOfNumericAtts numeric
@attribute meta_DefaultAccuracy numeric
@attribute meta_REPTreeDepth1ErrRate numeric
@attribute meta_J48.001.kappa numeric
@attribute meta_NumAttributes numeric
@attribute class {moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1),moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1),moa.kNN(1),moa.HoeffdingTree(1),moa.SGD(1),moa.NaiveBayes(1),moa.SPegasos(1),moa.WEKAClassifier_J48(1),moa.WEKAClassifier_OneR(1),moa.WEKAClassifier_REPTree(1),moa.WEKAClassifier_SMO_PolyKernel(1)}

@data
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2128,277000,278000,0.836817,0.873209,0.821806,0.804201,0.781439,0.804608,0.851996,0.837216,0.108644,0.809417,0.826173,0.841853,0.108924,20.9,21.8,27.4,0.024789,0.815389,0,0,-41.339745,0.705509,0.153846,47.613829,0,1.180321,0,32,0.77267,-1,2.956268,0.267762,22.2,6,6,0.560142,0.102564,0.663399,0.639975,0.202113,0.001,22.4,1,0.70649,368.547443,0.209363,2.3125,0.184958,0.820513,0,0.765,4,19,9,0.597452,0.597014,0.286018,0.498163,4,20.7,23.5,418.794415,0.039,0.74803,2.070336,0,1.757947,0.765,23.5,0.212196,39,moa.LeveragingBag_HoeffdingTree(1)
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2162,830000,831000,0.833224,0.8883,0.873395,0.848073,0.756828,0.848555,0.881289,0.878762,0.731999,0.867872,0.815348,0.881114,0.588465,24.1,17.8,12.2,0.12866,0.947813,0.523552,0,7.750859,0.862686,0.428571,8.090989,0,1.040987,0,7,0.866593,1.125886,0.238996,0.620087,17.7,6,5,0.851237,0.214286,0.759996,0.753987,0.504942,0.001,17.9,2,0.828063,97.173495,0.632194,2.714286,0.634142,0.5,0.523552,0.568,3,0,4,0.844276,0.847315,0.752566,0.767107,0,18.5,23.6,17.36136,0.014,0.804419,0.755929,0,0.537122,0.568,23.6,0.63556,14,moa.LeveragingBag_HoeffdingTree(1)
191,344000,345000,0.741478,0.892519,0.916026,0.832629,0.559293,0.833875,0.892275,0.892125,0.671542,0.928475,0.739414,0.898846,0.907603,34.2,28.7,10,-1,0.946483,0.294311,0,-1,0.72094,0.909091,-1,0,-1,0,0,0.710223,-1,-1.219281,0.303632,27.9,10,5,0.748692,0,0.62874,0.604864,0.315266,0,28.3,-1,0.698253,0.500888,0.433869,-1,0.425922,0,0.292871,0.502,0,0,-1,0.748454,0.742396,0.799994,0.671663,0,34.8,35.3,0.290346,0.011,0.712877,-1,0,0.003757,0.502,35.4,0.442147,11,moa.NaiveBayes(1)
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2166,495000,496000,0.348714,0.56856,0.32152,0.356252,0.173127,0.356355,0.646401,0.678077,0.090659,0.369758,0.290413,0.697716,0.101581,88.4,77.4,68.7,0.034555,0.778696,0.066522,0,55.812691,0.669545,0.714286,99.712075,0,3.445521,0,3,0.594771,1.963145,-0.571238,0.043139,75.9,10,11,0.684335,0.142857,0.626787,0.626787,0.007747,0.071,77.4,2,0.624535,-0.107269,0.143126,6.333333,0.141967,0.214286,0,0.119,2,0,15,0.68877,0.687291,0.24281,0.498344,0,86.4,84,0.698769,0.014,0.537035,7.505553,0,0.093988,0.119,88.1,0.160561,14,moa.OzaBag_HoeffdingTree(1)
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194,186000,187000,0.729118,0.885059,0.483198,0.889283,0.400642,0.889417,0.804834,0.766668,0.166936,0.518235,0.69708,0.802594,0.18554,58.7,32.8,52.4,-1,0.751026,0.089176,0,-1,0.722935,0.909091,-1,0,2.188445,0,0,0.721467,-1,0.295964,0.302377,32.4,10,5,0.827434,0,0.593376,0.586125,0.202529,0.068,32.6,-1,0.647793,0.50078,0.576455,-1,0.573572,0,0.041272,0.316,0,0,-1,0.825556,0.827055,0.304158,0.558179,0,51.2,65.2,0.337079,0.011,0.658297,-1,0,-0.015164,0.316,66.4,0.579107,11,moa.LeveragingBag_kNN(1)
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188,300000,301000,0.606774,0.913648,0.60408,0.91491,0.604701,0.914977,0.903522,0.831864,0.655967,0.657824,0.585209,0.853223,0.811678,14.5,6.9,11.9,0.078839,0.969442,0.340792,14,-13.684133,0.877634,0.30137,-12.684133,9,-1,9,50,0.965469,-1,-0.56485,0.861006,6.9,22,10,0.969045,0.60274,0.774993,0.604478,0.795665,0,6.9,2,0.721403,2.393553,0.902291,2.3,0.902291,0.684932,0.340792,0.358,44,16,7,0.969045,0.969045,0.832262,0.774993,0,9.8,45.5,0.062261,0.073,0.953721,0.909137,0,0.040674,0.358,45.5,0.902291,73,moa.LeveragingBag_kNN(1)
171,751000,752000,0.939008,0.940516,0.939008,0.938673,0.939008,0.938657,0.93493,0.939585,0.938753,0.934991,0.938754,0.940168,0.929036,5.9,5.9,6.9,0.004358,0.804977,0,0,-230.461788,0.709307,0,74.222269,0,0.323462,0,29,0.695348,-1,0,0.0487,5.9,0,2,0.495497,0.666667,0.738279,0.732218,0,0.059,5.9,1,0.743745,0,0,2.241379,0,0.966667,0,0.941,20,0,5,0.495497,0.495497,0.056242,0.495497,0,6.2,5.9,0,0.03,0.495497,0.739458,0,0,0.941,5.9,0,30,moa.LeveragingBag_HoeffdingTree(1)
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2167,389000,390000,0.741608,0.886885,0.871315,0.829969,0.521113,0.829923,0.876133,0.867177,0.565749,0.845582,0.745944,0.882364,0.548946,36.6,27.6,18,-1,0.959764,0.265476,0,-1,0.768917,0.97561,-1,0,1.5774,0,0,0.832921,-1,-0.4491,0.520511,26,40,3,0.830099,0,0.682381,0.675084,0.442423,0.306,26.2,-1,0.726031,0.892182,0.603977,-1,0.584439,0,0.263399,0.382,0,0,-1,0.8364,0.840232,0.731878,0.680668,0,31.4,49.2,1.27288,0.041,0.795677,-1,0,0.031225,0.382,49.3,0.607981,41,moa.LeveragingBag_HoeffdingTree(1)
127,290000,291000,0.752134,0.776515,0.760423,0.753739,0.724979,0.75412,0.743007,0.775832,0.731931,0.753333,0.738392,0.776753,0.676182,29.9,27.9,26.7,0.034615,0.773368,0.341856,0,-29.889321,0.660644,0,25.668221,0,0.888502,0,9,0.68266,-1,0,0.258352,27.9,0,2,0.576079,0.3,0.661294,0.661741,0.178147,0.306,27.9,2,0.652335,0,0.147675,5.666667,0.147675,0.9,0.178147,0.694,3,0,13,0.576079,0.576079,0.33683,0.623474,0,27.5,27.8,0,0.01,0.623474,4.472136,0,0,0.694,29.9,0.147675,10,moa.OzaBag_HoeffdingTree(1)
2129,864000,865000,0.919717,0.951903,0.931684,0.922005,0.826858,0.921361,0.950363,0.941362,0.913785,0.905218,0.893266,0.945683,0.777852,16.8,12.1,9.9,0.127817,0.953698,0.600709,0,7.140964,0.904378,0.470588,7.413342,0,0.947551,0,8,0.861097,1.040554,3.129802,0.634197,11.7,8,2,0.86929,0.176471,0.789283,0.806155,0.634197,0.366,12.1,2,0.889833,8.96991,0.730721,2.625,0.730721,0.470588,0.600709,0.634,3,0,3,0.901137,0.86929,0.787047,0.806155,0,16.8,17.3,1.94092,0.017,0.861097,0.517549,0,0.412226,0.634,17.3,0.741473,17,moa.LeveragingBag_HoeffdingTree(1)
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2133,515000,516000,0.603934,0.812114,0.781438,0.690967,0.270413,0.693899,0.850469,0.834328,0.110597,0.832006,0.612112,0.845938,0.193835,65.9,42.1,21.3,-1,0.970544,0.099364,0,-1,0.750929,0.987013,-1,0,3.316165,0,0,0.834075,-1,-0.244132,0.413215,41.5,76,10,0.815126,0,0.701546,0.618163,0.26271,0.083,42.2,-1,0.677932,0.132092,0.530835,-1,0.531915,0,0.097828,0.117,0,0,-1,0.803872,0.811991,0.76312,0.701546,2,52.7,80.5,0.066892,0.077,0.789524,-1,2,0.492647,0.117,80.3,0.538496,77,moa.OzaBoost_HoeffdingTree(1)
2154,119000,120000,0.8634,0.882017,0.854558,0.86005,0.845433,0.859758,0.870525,0.870583,0.613017,0.8309,0.851267,0.877258,0.54215,13,13,17.3,0.094854,0.91125,0.740515,0,12.737155,0.899986,0.375,10.425249,0,0.98888,0,9,0.888581,1.303029,5.038018,0.747122,13,6,2,0.875644,0.25,0.875644,0.875644,0.740515,0.438,13,2,0.903421,222.833268,0.740515,4.555556,0.740515,0.5625,0.740515,0.562,4,0,14,0.875644,0.875644,0.642931,0.875644,0,12.6,13,902.315816,0.016,0.875644,4.186619,0,1.901096,0.562,13,0.740515,16,moa.LeveragingBag_HoeffdingTree(1)
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193,528000,529000,0.18741,0.854295,0.448355,0.699883,0.46504,0.708115,0.847002,0.743393,0.691792,0.585565,0.442025,0.810295,0.751204,27.1,20.2,24,0.035394,0.808894,0.163445,6,-29.253059,0.675572,0.454545,-28.253059,1,-1,0,5,0.683904,-1,-0.18501,0.232235,19.4,5,10,0.762786,0,0.568643,0.550324,0.247492,0,20.2,4,0.621809,6.6518,0.499243,4,0.499243,0.454545,0.193717,0.672,0,0,4,0.767013,0.762786,0.445768,0.660757,2,27.4,29.1,1.179043,0.011,0.692293,0,2,-0.365607,0.672,28.6,0.515607,11,moa.LeveragingBag_HoeffdingTree(1)
2167,601000,602000,0.742027,0.888233,0.872359,0.829968,0.521452,0.829867,0.878045,0.869146,0.5671,0.845784,0.746492,0.884566,0.550332,33.9,27.3,13.7,-1,0.975056,0.285456,0,-1,0.809208,0.97561,-1,0,1.584763,0,0,0.804283,-1,-0.443884,0.528478,27.7,40,3,0.804769,0,0.685483,0.703073,0.492037,0.328,27.3,-1,0.763258,0.902623,0.590266,-1,0.590263,0,0.301059,0.341,0,0,-1,0.792101,0.796732,0.794365,0.67971,0,31.4,47.4,1.26918,0.041,0.766791,-1,0,0.024423,0.341,46.5,0.584225,41,moa.LeveragingBag_HoeffdingTree(1)
2162,56000,57000,0.828561,0.878281,0.868368,0.848526,0.755632,0.848579,0.87107,0.867561,0.619263,0.86707,0.81186,0.870105,0.510982,24.2,21.6,13.9,0.120407,0.935983,0.547674,0,8.391604,0.875821,0.428571,8.742078,0,1.05261,0,7,0.830051,1.130818,0.010542,0.543315,21.1,6,5,0.793792,0.214286,0.771628,0.724616,0.517159,0.001,21.6,2,0.841038,97.149341,0.570534,2.714286,0.570534,0.5,0.517159,0.522,3,0,4,0.803599,0.793792,0.72308,0.774873,0,22.8,22.7,17.270149,0.014,0.774873,0.755929,0,0.452623,0.522,24.2,0.582426,14,moa.LeveragingBag_HoeffdingTree(1)
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2166,501000,502000,0.348809,0.568663,0.32149,0.356255,0.173181,0.356359,0.647301,0.678478,0.090552,0.369733,0.290277,0.697894,0.101482,87.8,76.4,72.9,0.041479,0.76222,0.069661,0,46.358522,0.646077,0.714286,83.127233,0,3.448001,0,3,0.599882,1.964365,-0.597082,0.050354,76.2,10,11,0.697858,0.142857,0.633789,0.596441,0.030252,0.071,76.2,2,0.607023,-0.08893,0.154698,6.333333,0.152832,0.214286,0.013292,0.11,2,0,15,0.687273,0.686899,0.196068,0.506963,0,86,83.3,0.702506,0.014,0.569072,7.505553,0,0.077738,0.11,89.3,0.154698,14,moa.OzaBag_HoeffdingTree(1)
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199,93000,94000,0.858213,0.892798,0.873734,0.869553,0.680723,0.869617,0.883957,0.882277,0.764319,0.881213,0.862734,0.885851,0.76734,22.4,15.7,11.9,-1,0.879214,0.347462,0,-1,0.853358,0.75,-1,0,0.958745,0,0,0.828663,-1,-1.177376,0.644114,15.7,3,2,0.832059,0,0.696335,0.696335,0.494491,0.381,15.7,-1,0.813,4.999713,0.661857,-1,0.661857,0,0.347462,0.619,0,0,-1,0.832059,0.832059,0.742114,0.696335,0,16.6,31.4,2.871006,0.004,0.752102,-1,0,-0.005084,0.619,31.4,0.661857,4,moa.LeveragingBag_HoeffdingTree(1)
177,195000,196000,0.835,0.870413,0.862444,0.846602,0.801954,0.846872,0.866842,0.869148,0.830459,0.865184,0.831995,0.869867,0.830852,21.5,16.9,13,0.085529,0.945268,0.537697,0,9.354044,0.839999,0,12.542292,0,1.072727,0,13,0.878894,0.885568,0,0.621697,16.9,0,5,0.822525,0.214286,0.783285,0.803202,0.570385,0.003,16.9,1,0.843173,0,0.64539,2.692308,0.64539,0.928571,0.544954,0.61,3,0,4,0.822525,0.822525,0.731934,0.803202,0,18.1,22,0,0.014,0.811686,0.751068,0,0,0.61,22.4,0.64539,14,moa.LeveragingBag_HoeffdingTree(1)
178,334000,335000,0.863078,0.936299,0.883707,0.923364,0.728006,0.923185,0.944552,0.93031,0.853346,0.886254,0.82557,0.933009,0.836161,17.4,20.7,13.9,0.032388,0.942485,0.416601,0,29.620569,0.788193,0,30.795706,0,0.997402,0,32,0.841467,0.991729,0,0.615261,17.9,0,2,0.826008,0.515152,0.710257,0.684384,0.651414,0.47,17.9,1,0.769316,0,0.641096,2.40625,0.588125,0.969697,0.40871,0.53,17,0,8,0.856919,0.856919,0.721766,0.752116,0,19.2,29.8,0,0.033,0.862491,1.411002,0,0,0.53,29.6,0.641096,33,moa.OzaBoost_HoeffdingTree(1)
2127,733000,734000,0.915311,0.956639,0.921732,0.891786,0.827046,0.891841,0.957947,0.940248,0.108931,0.84565,0.925858,0.944898,0.109093,15.7,16,14.4,0.063443,0.932212,0.395304,0,-16.762062,0.746555,0.153846,-15.762062,0,-1,0,32,0.934826,-1,1.985689,0.760854,14.2,6,6,0.758264,0.487179,0.643798,0.677814,0.513893,0,14.5,2,0.734504,375.243745,0.573459,3.21875,0.514289,0.820513,0.408694,0.76,19,0,10,0.754815,0.750952,0.651927,0.664928,0,9.4,17.4,421.205779,0.039,0.835466,2.059351,0,1.580926,0.76,17.4,0.587701,39,moa.OzaBoost_HoeffdingTree(1)
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191,406000,407000,0.740629,0.893457,0.914025,0.832526,0.558676,0.833771,0.892988,0.892494,0.695418,0.927371,0.738504,0.899248,0.910057,34.6,30.1,9,-1,0.949112,0.206964,0,-1,0.719373,0.909091,-1,0,-1,0,0,0.702461,-1,-1.195703,0.31103,29.1,10,5,0.713166,0,0.627855,0.619795,0.309326,0,30.1,-1,0.693844,0.498333,0.395485,-1,0.395485,0,0.24757,0.516,0,0,-1,0.709685,0.713166,0.819607,0.63887,0,34.4,39.7,0.289202,0.011,0.688595,-1,3,0.011097,0.516,37.4,0.415719,11,moa.NaiveBayes(1)
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199,799000,800000,0.839162,0.892055,0.844955,0.869736,0.68148,0.870009,0.872396,0.853386,0.850748,0.848517,0.839469,0.858419,0.7942,21.6,18.4,14.1,-1,0.893455,0.34572,0,-1,0.85059,0.75,-1,0,0.992774,0,0,0.83461,-1,-1.217407,0.623581,16.2,3,2,0.850624,0,0.695723,0.695723,0.567654,0.45,16.4,-1,0.821489,5.04201,0.671211,-1,0.627982,0,0.36212,0.55,0,0,-1,0.854325,0.855986,0.71324,0.70096,0,18.9,33.1,2.901898,0.004,0.827602,-1,0,-0.012965,0.55,32.5,0.675481,4,moa.LeveragingBag_HoeffdingTree(1)
188,807000,808000,0.553069,0.895915,0.546127,0.858584,0.424348,0.861054,0.879621,0.778677,0.672792,0.436469,0.410677,0.817309,0.755726,24,20,24.1,0.005806,0.885323,0.360042,0,-173.249678,0.708327,0.30137,-172.249678,0,-1,0,50,0.751196,-1,-0.972087,0.546906,14,22,10,0.789119,0.60274,0.669475,0.641484,0.481543,0,20,2,0.651214,2.126319,0.580871,2.3,0.580871,0.684932,0.360042,0.613,44,0,7,0.885572,0.789119,0.503257,0.669475,4,21.4,28.6,0.192753,0.073,0.724221,0.909137,1,-0.002662,0.613,28.6,0.719497,73,moa.LeveragingBag_HoeffdingTree(1)
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2162,484000,485000,0.83366,0.886518,0.872779,0.847885,0.756728,0.848365,0.878874,0.876231,0.709089,0.867788,0.815181,0.878623,0.574225,22.6,18,13.3,0.118542,0.941462,0.511582,0,8.466435,0.85205,0.428571,8.82243,0,1.04583,0,7,0.881479,1.122172,0.070581,0.690118,17.7,6,5,0.828561,0.214286,0.753823,0.755934,0.555311,0.001,17.9,2,0.828066,97.293335,0.64296,2.714286,0.641084,0.5,0.506459,0.525,3,0,4,0.825469,0.829929,0.734597,0.763388,0,15.5,24.5,17.34203,0.014,0.824765,0.755929,0,0.500725,0.525,24.7,0.647027,14,moa.LeveragingBag_HoeffdingTree(1)
2162,519000,520000,0.833654,0.88684,0.872917,0.848,0.757037,0.848442,0.879188,0.876677,0.712058,0.867873,0.815319,0.879063,0.575925,23.6,20.4,11.7,0.1165,0.947567,0.535624,0,8.597163,0.868853,0.428571,-8.583657,0,-1,0,7,0.855893,1.118074,0.140999,0.600575,17.1,6,5,0.832261,0.214286,0.763314,0.76355,0.52508,0,18.6,2,0.869137,97.067413,0.62144,2.714286,0.588622,0.5,0.506323,0.541,3,0,4,0.874381,0.84686,0.765284,0.761478,0,19.9,23.1,17.352429,0.014,0.801572,0.755929,0,0.506786,0.541,24.6,0.653606,14,moa.LeveragingBag_HoeffdingTree(1)
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177,978000,979000,0.835052,0.872625,0.863213,0.845802,0.801999,0.846219,0.862277,0.872251,0.851498,0.865231,0.833047,0.872625,0.849784,22.1,17.2,14.7,0.070348,0.930038,0.519817,0,11.460096,0.8316,0,-14.215144,0,-1,0,13,0.835778,0.876537,0,0.531399,17.4,0,5,0.809796,0.214286,0.774172,0.764862,0.531718,0,17.4,1,0.855407,0,0.625345,2.692308,0.626737,0.928571,0.519817,0.627,3,0,4,0.824202,0.824202,0.687811,0.798464,0,22.2,22.5,0,0.014,0.803635,0.751068,0,0,0.627,22.5,0.625345,14,moa.LeveragingBag_HoeffdingTree(1)
195,843000,844000,0.675468,0.849444,0.488487,0.883347,0.396244,0.883412,0.79841,0.758451,0.166711,0.519825,0.641374,0.80197,0.174101,62.6,36,46.4,-1,0.776479,0.107065,0,-1,0.699927,0.909091,-1,0,2.227885,0,0,0.759467,-1,0.333735,0.324453,34.7,10,5,0.809099,0,0.603034,0.613355,0.178116,0.093,34.5,-1,0.698391,0.500315,0.552285,-1,0.529557,0,0.032591,0.3,0,0,-1,0.812624,0.81034,0.39258,0.548526,0,50.6,63.6,0.337283,0.011,0.66091,-1,0,-0.063988,0.3,68.1,0.551387,11,moa.LeveragingBag_kNN(1)
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171,282000,283000,0.938859,0.939972,0.938859,0.938495,0.938859,0.938477,0.932629,0.939113,0.938555,0.935081,0.938558,0.939919,0.923346,6.9,6.9,7.2,0.005332,0.834695,0,0,63.476449,0.73815,0,67.92703,0,0.362181,0,29,0.496108,0.343783,0,0,6.9,0,2,0.496108,0.666667,0.735721,0.541276,0,0.069,6.9,1,0.721197,0,0,2.241379,0,0.966667,0,0.931,20,0,5,0.496108,0.496108,0.121201,0.496108,0,6.9,6.9,0,0.03,0.496108,0.739458,0,0,0.931,6.9,0,30,moa.LeveragingBag_HoeffdingTree(1)
191,50000,51000,0.736294,0.878725,0.911157,0.831667,0.560706,0.832784,0.877961,0.883039,0.500235,0.93298,0.735353,0.894529,0.871314,37.5,27.2,10.2,-1,0.950198,0.222093,0,-1,0.7258,0.909091,-1,0,-1,0,0,0.713706,-1,-1.194996,0.355172,26.1,10,5,0.750269,0,0.626025,0.61324,0.247671,0,27.2,-1,0.67165,0.50111,0.455876,-1,0.455876,0,0.229019,0.503,0,0,-1,0.758221,0.747745,0.795988,0.623006,0,32.2,38.9,0.287912,0.011,0.640261,-1,0,-0.023983,0.503,38.5,0.477925,11,moa.NaiveBayes(1)
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190,925000,926000,0.622722,0.874299,0.675144,0.833273,0.538152,0.834232,0.836649,0.79024,0.71103,0.720316,0.635611,0.80343,0.910857,31.3,19,11.1,-1,0.930892,0.43981,0,-1,0.828358,0.909091,-1,0,-1,0,0,0.808505,-1,-1.203721,0.519444,18.8,10,5,0.839042,0,0.74187,0.71946,0.375867,0,18.8,-1,0.810443,0.501861,0.623154,-1,0.619457,0,0.375867,0.517,0,0,-1,0.840013,0.840013,0.777607,0.728168,0,24,28,0.288755,0.011,0.728168,-1,0,-0.0236,0.517,31.3,0.623154,11,moa.SPegasos(1)
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193,437000,438000,0.172874,0.854785,0.440667,0.699984,0.450317,0.708027,0.837306,0.734384,0.69082,0.580726,0.423388,0.803685,0.753189,29.4,19,27.6,0.082202,0.847089,0.402378,0,-13.165127,0.806239,0.454545,-12.165127,0,-1,0,5,0.809078,-1,-0.559005,0.488578,14.2,5,10,0.884282,0,0.733684,0.556831,0.473605,0,17.9,4,0.597866,8.064,0.665128,4,0.646065,0.454545,0.402378,0.564,0,0,4,0.91047,0.891395,0.51424,0.733684,1,27.5,33.9,0.99053,0.011,0.773634,0,1,-0.199903,0.564,33.9,0.729291,11,moa.LeveragingBag_HoeffdingTree(1)
177,3000,4000,0.78175,0.85225,0.80325,0.835,0.7645,0.83575,0.85375,0.854,0.636,0.854,0.78225,0.852,0.7325,18.9,17.5,14.6,0.075765,0.936902,0.584731,0,10.546357,0.76362,0,13.091154,0,0.991857,0,13,0.844448,0.874814,0,0.605114,17.5,0,5,0.808141,0.214286,0.780096,0.604228,0.572022,0.001,17.5,1,0.766791,0,0.608708,2.692308,0.608708,0.928571,0.559042,0.652,3,0,4,0.808141,0.808141,0.678624,0.811837,0,17.5,18.3,0,0.014,0.840942,0.751068,0,0,0.652,20.2,0.608708,14,moa.HoeffdingTree(1)
2156,323000,324000,0.725012,0.777864,0.770522,0.730429,0.641886,0.731222,0.770006,0.773114,0.591154,0.766901,0.726552,0.778599,0.576404,27.3,28.6,23.2,0.023726,0.806399,0.109467,0,59.877728,0.65129,0.333333,36.394233,0,0.863498,0,13,0.692212,1.444399,0.66182,0.201239,29.7,7,2,0.5,0.095238,0.646332,0.624398,0.175077,0.286,28.6,2,0.648991,465.460926,0,4.307692,0,0.619048,0,0.714,2,0,11,0.550491,0.5,0.413502,0.5,0,26.4,29.7,396.954425,0.021,0.698471,2.287087,0,0.884535,0.714,28.6,0.090798,21,moa.OzaBag_HoeffdingTree(1)
190,844000,845000,0.633269,0.873731,0.690353,0.833142,0.532151,0.834073,0.837853,0.795761,0.711343,0.73583,0.646769,0.807433,0.910186,28.3,27,13.3,-1,0.924632,0.393985,0,-1,0.780837,0.909091,-1,0,-1,0,0,0.769417,-1,-1.198591,0.465979,25.8,10,5,0.729761,0,0.710871,0.697337,0.434027,0,25.6,-1,0.741547,0.506657,0.487957,-1,0.460028,0,0.413911,0.501,0,0,-1,0.732705,0.740073,0.733998,0.716677,0,26.7,30.3,0.290407,0.011,0.762835,-1,0,-0.026207,0.501,29.3,0.483932,11,moa.SPegasos(1)
2129,217000,218000,0.917156,0.944945,0.929445,0.921647,0.825069,0.921046,0.944041,0.934303,0.898505,0.905482,0.891766,0.938055,0.718303,11.7,10.8,10.7,0.119208,0.959393,0.562008,0,7.596436,0.879185,0.470588,7.835613,0,0.934068,0,8,0.861191,1.024764,2.652506,0.740528,10.1,8,2,0.895864,0.176471,0.739451,0.746886,0.729855,0.35,10.5,2,0.828778,8.994679,0.75956,2.625,0.751152,0.470588,0.502624,0.65,3,0,3,0.897081,0.895811,0.76468,0.756659,0,11.3,17.8,1.915848,0.017,0.860286,0.517549,0,0.326406,0.65,19.9,0.769984,17,moa.LeveragingBag_HoeffdingTree(1)
174,61000,62000,0.761952,0.89579,0.866016,0.82021,0.312839,0.820113,0.89521,0.883097,0.029097,0.897226,0.667097,0.897677,0.029097,47.6,25,12.1,0.366103,0.990284,0.121147,0,1.826599,0.839705,0,10.478671,0,3.836275,0,35,0.877018,1.034827,0,0.565112,22.1,0,19,0.909778,0.444444,0.731112,0.725224,0.470427,0.01,24.9,2,0.82778,0,0.726315,2.857143,0.725177,0.972222,0.228043,0.135,16,0,7,0.913533,0.909401,0.867474,0.752792,1,39.3,77.6,0,0.036,0.851042,1.088519,1,0,0.135,67.7,0.757159,36,moa.OzaBag_HoeffdingTree(1)
196,254000,255000,0.663525,0.871804,0.486145,0.891667,0.380549,0.89182,0.806196,0.760482,0.167059,0.520373,0.633933,0.80771,0.1924,62.7,37,48.8,-1,0.777929,0.097919,0,-1,0.713531,0.909091,-1,0,2.212864,0,0,0.689424,-1,0.093748,0.258132,33,10,5,0.815823,0,0.589519,0.571939,0.156207,0.089,35.1,-1,0.631548,0.501906,0.54266,-1,0.51501,0,0.099377,0.298,0,0,-1,0.811214,0.813647,0.358882,0.588389,0,57,66.5,0.341286,0.011,0.635348,-1,0,-0.036154,0.298,66.1,0.572018,11,moa.LeveragingBag_kNN(1)
2154,128000,129000,0.863535,0.882326,0.854953,0.860101,0.845938,0.859845,0.870899,0.870783,0.614349,0.830674,0.851651,0.877403,0.542085,14.5,14.5,20.3,0.083443,0.880537,0.711502,0,14.813016,0.881649,0.375,11.923218,0,0.994904,0,9,0.878368,1.319479,4.670641,0.706542,14.5,6,2,0.852888,0.25,0.852888,0.833398,0.711502,0.458,14.5,2,0.903302,248.866063,0.711502,4.555556,0.711502,0.5625,0.711502,0.542,4,0,14,0.852888,0.852888,0.587415,0.852888,0,14.7,14.5,925.98009,0.016,0.852888,4.186619,0,1.889922,0.542,14.5,0.711502,16,moa.LeveragingBag_HoeffdingTree(1)
2157,62000,63000,0.672254,0.820175,0.782333,0.787095,0.275714,0.787444,0.774556,0.770397,0.179873,0.764587,0.652667,0.775413,0.13381,65.7,36.9,26.4,-1,0.945565,0.092292,0,-1,0.842422,0.941176,-1,0,3.308863,0,0,0.839677,-1,-0.611086,0.413358,35.6,16,10,0.853849,0,0.687858,0.670222,0.266125,0.077,36.3,-1,0.778279,50.694581,0.596165,-1,0.589346,0,0.096571,0.119,0,0,-1,0.845055,0.853965,0.70611,0.679919,2,52.6,80.9,29.592186,0.017,0.783542,-1,2,-0.013457,0.119,80.6,0.603785,17,moa.LeveragingBag_HoeffdingTree(1)
2160,653000,654000,0.710373,0.829612,0.787067,0.745258,0.665521,0.747245,0.824083,0.796297,0.704569,0.755008,0.733113,0.81963,0.773052,32.6,31.5,28,-1,0.815926,0.345757,0,-1,0.709702,0.983607,-1,0,0.996463,0,0,0.692431,-1,0.801353,0.349992,29.3,60,2,0.686608,0,0.673444,0.567344,0.337708,0.465,30.2,-1,0.67959,0.279453,0.393708,-1,0.363405,0,0.337708,0.535,0,0,-1,0.702331,0.70701,0.441486,0.66662,0,32.1,32.3,0.13973,0.061,0.66662,-1,0,0.828198,0.535,32.6,0.411859,61,moa.LeveragingBag_HoeffdingTree(1)
190,5000,6000,0.673,0.841167,0.816833,0.821,0.535667,0.8225,0.868167,0.8795,0.4925,0.896167,0.685667,0.881333,0.808,39.6,38.9,12.9,-1,0.923749,0.169064,6,-1,0.6893,0.909091,-1,2,-1,0,0,0.676877,-1,-1.212954,0.269647,34.7,10,5,0.61624,0,0.587579,0.601563,0.210526,0,38.9,-1,0.644642,0.495482,0.217272,-1,0.217272,0,0.210526,0.51,0,0,-1,0.678019,0.61624,0.741804,0.612333,1,36.3,41.6,0.289961,0.011,0.612333,-1,0,0.016819,0.51,39.6,0.304637,11,moa.NaiveBayes(1)
160,656000,657000,0.974697,0.988533,0.970426,0.96404,0.974725,0.964009,0.988788,0.988145,0.908469,0.927583,0.981365,0.988833,0.871347,2,2.3,8.4,0.157979,0.985316,0.760425,0,-7.329959,0.95087,0,6.291257,0,0.993886,0,22,0.97824,-1,0,0.959629,2,0,2,0.972663,0.173913,0.88187,0.952476,0.959629,0.454,2.3,2,0.954949,0,0.953547,5.681818,0.953547,0.956522,0.959629,0.546,4,0,12,0.97824,0.972663,0.828787,0.97824,0,2,12.1,0,0.023,0.97824,3.029794,0,0,0.546,2,0.959629,23,moa.OzaBag_HoeffdingTree(1)
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188,1096000,1097000,0.520689,0.885562,0.515576,0.816221,0.313643,0.820211,0.880263,0.779706,0.678356,0.321535,0.303573,0.819617,0.725391,27.2,24,25.9,0.000751,0.788206,0.120794,0,-1332.871852,0.583922,0.30137,-1331.871852,0,-1,0,50,0.624033,-1,-0.995963,0.248302,18.7,22,10,0.569588,0.60274,0.549062,0.513038,0.194909,0,24,2,0.631284,1.576592,0.195292,2.3,0.195292,0.684932,0.104875,0.72,44,0,7,0.772475,0.569588,0.197447,0.5414,1,26.5,27.2,0.26636,0.073,0.58944,0.909137,1,0.004208,0.72,25.9,0.463607,73,moa.LeveragingBag_HoeffdingTree(1)
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175,74000,75000,0.652467,0.662467,0.65388,0.6264,0.615747,0.626387,0.637133,0.65468,0.60676,0.664893,0.649653,0.659827,0.62772,38.6,37.4,33.1,0.003957,0.646372,0.01353,0,-253.718118,0.514783,0,243.984648,0,0.965442,0,57,0.548719,-1,0,0.06173,36.9,0,2,0.528091,0,0.51873,0.511486,0.017717,0.391,36.9,3,0.506423,0,0.07786,3,0.058698,0.982759,0,0.609,0,0,3,0.541362,0.541362,0.200692,0.49895,0,37.3,38.7,0,0.058,0.51032,0,0,0,0.609,39.1,0.07786,58,moa.NaiveBayes(1)
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2128,919000,920000,0.838926,0.887448,0.824162,0.805215,0.783407,0.805625,0.866975,0.857159,0.10871,0.809489,0.827926,0.860936,0.108972,21.9,21.1,25.6,0.022474,0.826097,0.137047,0,-45.496088,0.720613,0.153846,-44.496088,0,-1,0,32,0.81616,-1,2.724202,0.432529,21.1,6,6,0.593982,0.102564,0.615085,0.61474,0.263125,0,21.1,1,0.662128,357.186793,0.262864,2.3125,0.262864,0.820513,0.087577,0.757,4,0,9,0.593982,0.593982,0.401539,0.636327,2,19.1,22.9,407.727788,0.039,0.718316,2.070336,0,1.709575,0.757,23.6,0.262864,39,moa.LeveragingBag_HoeffdingTree(1)
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2159,743000,744000,0.899313,0.985106,0.972702,0.963672,0.492884,0.963978,0.984359,0.97745,0.46805,0.986191,0.895907,0.984398,0.458183,28.3,11.3,2,0.382047,0.999231,0.329915,0,2.309253,0.909464,0.028571,6.331063,0,2.418764,0,33,0.93052,1.26429,-0.794782,0.730358,11.8,1,6,0.946017,0.028571,0.78564,0.775235,0.638974,0.055,11.3,2,0.872965,37.278416,0.85786,3.909091,0.85786,0.942857,0.327003,0.324,1,0,4,0.943124,0.946017,0.97482,0.791028,0,21.3,50.7,15.08983,0.035,0.908305,0.384353,7,-0.054584,0.324,50.2,0.851422,35,moa.NaiveBayes(1)
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189,207000,208000,0.665822,0.936322,0.675981,0.918005,0.660726,0.917995,0.912582,0.852255,0.670692,0.717668,0.67012,0.869481,0.851688,5.7,4.4,10.3,0.019231,0.939551,0.62045,9,-52.998909,0.830456,0.181818,-51.998909,8,-1,9,44,0.925035,-1,1.412448,0.879366,4.4,10,7,0.9232,0.8,0.77933,0.612915,0.858212,0,4.4,2,0.68296,0.453189,0.888834,2,0.888834,0.8,0.614868,0.718,44,9,2,0.9232,0.9232,0.767981,0.776321,0,4.8,13.6,0.129769,0.055,0.920912,0,0,-0.181805,0.718,13.8,0.888834,55,moa.LeveragingBag_HoeffdingTree(1)
190,931000,932000,0.621981,0.874475,0.674101,0.833292,0.538648,0.834249,0.836746,0.790093,0.711172,0.7194,0.634879,0.803401,0.910968,27.1,21.7,10.6,-1,0.939107,0.467053,0,-1,0.710784,0.909091,-1,0,-1,0,0,0.825781,-1,-1.177963,0.55536,21.2,10,5,0.815193,0,0.743935,0.672967,0.456631,0,22,-1,0.695742,0.502641,0.559894,-1,0.56599,0,0.456631,0.506,0,0,-1,0.818614,0.802964,0.78799,0.743929,0,22.2,26.6,0.286104,0.011,0.743929,-1,0,-0.01331,0.506,27.1,0.575327,11,moa.SPegasos(1)
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199,204000,205000,0.861727,0.895302,0.877044,0.870263,0.683629,0.870468,0.888224,0.888302,0.795454,0.881732,0.866278,0.890732,0.772473,20.1,16.3,12.6,-1,0.888713,0.36802,0,-1,0.862488,0.75,-1,0,0.940165,0,0,0.851591,-1,-1.199444,0.634195,14.7,3,2,0.846261,0,0.71145,0.71145,0.544895,0.357,14.7,-1,0.828008,5.032609,0.668877,-1,0.638885,0,0.377011,0.643,0,0,-1,0.854279,0.854279,0.718897,0.716843,0,16.7,29.9,2.885664,0.004,0.810127,-1,0,-0.011669,0.643,30.9,0.668877,4,moa.LeveragingBag_HoeffdingTree(1)
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183,411000,412000,0.922684,0.9256,0.925512,0.922672,0.926027,0.922675,0.923175,0.923852,0.922682,0.923141,0.922684,0.923833,0.920233,7.3,7.3,7.8,0.003796,0.66678,0.048613,0,-264.468399,0.542801,0,-263.468399,0,-1,0,29,0.496318,-1,0,0,7.3,0,4,0.522651,0.666667,0.51878,0.606735,0,0,7.3,1,0.603214,0,0.011951,2.241379,0.011951,0.966667,0,0.927,20,0,5,0.522651,0.522651,0.077513,0.496318,0,7.3,7.2,0,0.03,0.496318,0.739458,0,0,0.927,7.3,0.011951,30,moa.WEKAClassifier_OneR(1)
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175,145000,146000,0.653425,0.663993,0.654918,0.625959,0.616144,0.626,0.643137,0.658062,0.607192,0.665308,0.650452,0.663034,0.641753,37.1,36.8,35.2,0.003024,0.595936,0.023861,0,-331.726089,0.524258,0,317.08206,0,0.958745,0,57,0.517925,-1,0,0.044159,36.8,0,2,0.523204,0,0.526452,0.517417,0.044159,0.381,36.8,3,0.520001,0,0.05247,3,0.05247,0.982759,0.028298,0.619,0,0,3,0.523204,0.523204,0.127871,0.511834,0,37.1,37.4,0,0.058,0.517925,0,0,0,0.619,37.6,0.05247,58,moa.NaiveBayes(1)
2128,770000,771000,0.838231,0.885556,0.823608,0.804847,0.782615,0.805263,0.864178,0.854621,0.10903,0.809149,0.827411,0.858006,0.109265,21.7,21,24.2,0.022274,0.834211,0.253319,0,-45.894504,0.670929,0.153846,-44.894504,0,-1,0,32,0.81394,-1,3.018318,0.433868,21,6,6,0.588109,0.102564,0.584418,0.652237,0.239056,0,21,1,0.660338,361.361846,0.252504,2.3125,0.252504,0.820513,0.079868,0.758,4,0,9,0.588109,0.588109,0.426716,0.604664,5,18.8,21.1,411.261013,0.039,0.709221,2.070336,0,1.778822,0.758,23.5,0.252504,39,moa.LeveragingBag_HoeffdingTree(1)
2130,234000,235000,0.342732,0.359009,0.406243,0.354345,0.111238,0.356281,0.001826,0.473643,0.038723,0.438868,0.321417,0.489715,0.037898,89.5,69.5,65.1,-1,0.830158,0.030663,0,-1,0.746087,0.941176,-1,0,4.682597,0,0,0.738365,-1,0.188854,0.133629,70,16,26,0.705234,0,0.639612,0.639612,0.062693,0.025,69.8,-1,0.707121,5.922355,0.273585,-1,0.276733,0,0.030663,0.049,0,0,-1,0.691577,0.699885,0.322502,0.639612,1,82.9,92.4,2.284727,0.017,0.693228,-1,0,0.308227,0.049,92.4,0.271464,17,moa.OzaBag_HoeffdingTree(1)
183,163000,164000,0.922957,0.925213,0.925866,0.922927,0.926378,0.922933,0.92261,0.923622,0.922951,0.923494,0.922957,0.923232,0.91689,8.1,8.1,8.4,0.005368,0.688483,0,0,-187.290224,0.566992,0,90.945403,0,0.488192,0,29,0.496663,-1,0,0,8.1,0,4,0.502836,0.666667,0.536441,0.533492,0,0.001,8.1,1,0.574763,0,0,2.241379,0,0.966667,0,0.919,20,0,5,0.502836,0.502836,0.055363,0.496663,3,8.1,8.1,0,0.03,0.496663,0.739458,0,0,0.919,8.1,0,30,moa.WEKAClassifier_OneR(1)
183,906000,907000,0.922641,0.926073,0.925493,0.922628,0.925977,0.92263,0.924004,0.924395,0.922639,0.923133,0.922641,0.924716,0.921471,8.1,8.1,8.4,0.004001,0.649381,0.01901,0,-250.947275,0.544865,0,-249.947275,0,-1,0,29,0.496657,-1,0,0,8.1,0,4,0.496657,0.666667,0.517513,0.536301,0,0,8.1,1,0.541311,0,0,2.241379,0,0.966667,0,0.919,20,0,5,0.496657,0.496657,0.073339,0.496657,0,8.1,8.2,0,0.03,0.496657,0.739458,0,0,0.919,8.1,0,30,moa.LeveragingBag_HoeffdingTree(1)
122,583000,584000,0.935137,0.955075,0.923904,0.859654,0.673943,0.86139,0.950279,0.948491,0.879574,0.850904,0.932507,0.950164,0.912858,26.1,7.1,17.6,0.017274,0.914395,0.347644,0,34.471945,0.789919,0,57.890143,0,0.999988,0,36,0.923757,0.612739,0,0.785916,7.4,0,2,0.944731,0.918919,0.669777,0.655476,0.476933,0.498,7.1,2,0.737104,0,0.857994,2.055556,0.857994,0.972973,0.347644,0.502,34,0,3,0.945013,0.944731,0.647961,0.669777,0,10.7,32.7,0,0.037,0.823935,0.232311,2,0,0.502,32.7,0.851986,37,moa.LeveragingBag_HoeffdingTree(1)
171,277000,278000,0.938723,0.939863,0.938723,0.938356,0.938723,0.938338,0.932439,0.939011,0.938417,0.93496,0.938421,0.939799,0.923363,5.4,5.3,6.7,0.003989,0.80892,0,0,-251.672779,0.707966,0,74.95281,0,0.299007,0,29,0.664711,-1,0,0.030207,5.3,0,2,0.495019,0.666667,0.69886,0.652986,0.030207,0.053,5.3,1,0.727611,0,0,2.241379,0,0.966667,0,0.947,20,0,5,0.495019,0.495019,0.077999,0.495019,0,5.4,5.3,0,0.03,0.664711,0.739458,0,0,0.947,5.3,0,30,moa.LeveragingBag_HoeffdingTree(1)
2159,592000,593000,0.899135,0.985084,0.9727,0.963831,0.492946,0.964142,0.984287,0.976651,0.468002,0.986314,0.895966,0.984435,0.456322,28.4,12.9,1.4,0.385074,0.999683,0.327782,0,2.303214,0.900957,0.028571,6.288653,0,2.421596,0,33,0.927987,1.271981,-0.808841,0.73105,12.7,1,6,0.938351,0.028571,0.782956,0.770213,0.636919,0.061,13,2,0.876252,36.255323,0.835417,3.909091,0.836787,0.942857,0.327975,0.323,1,0,4,0.936699,0.93656,0.982362,0.785428,1,21.2,50.7,15.535373,0.035,0.896016,0.384353,5,0.051942,0.323,50.1,0.839237,35,moa.NaiveBayes(1)
174,775000,776000,0.775331,0.911,0.879772,0.822036,0.317491,0.822024,0.907906,0.892643,0.048211,0.901741,0.676968,0.904001,0.029497,49.5,32.8,14.5,0.35825,0.987775,0.074957,0,1.953495,0.843735,0,10.845273,0,3.88532,0,35,0.861115,1.05809,0,0.530602,29.4,0,19,0.881526,0.444444,0.689196,0.750032,0.453291,0.014,32.8,2,0.800774,0,0.641653,2.857143,0.641656,0.972222,0.225266,0.134,16,0,7,0.885505,0.880958,0.841887,0.740909,5,42.6,81.7,0,0.036,0.833397,1.088519,4,0,0.134,68.6,0.67906,36,moa.LeveragingBag_HoeffdingTree(1)
2160,124000,125000,0.70908,0.81408,0.785192,0.745288,0.664624,0.74692,0.804992,0.781056,0.579232,0.756192,0.73116,0.8012,0.73892,30.2,27.4,24.3,-1,0.839339,0.374139,0,-1,0.718753,0.983607,-1,0,0.995607,0,0,0.743409,-1,0.760115,0.417736,28.6,60,2,0.710112,0,0.683396,0.605347,0.382416,0.461,27.4,-1,0.718248,0.278358,0.440389,-1,0.439854,0,0.365487,0.539,0,0,-1,0.682114,0.702413,0.513848,0.681484,0,28.6,30.8,0.14069,0.061,0.719254,-1,0,0.822969,0.539,31.3,0.422323,61,moa.LeveragingBag_HoeffdingTree(1)
197,60000,61000,0.220787,0.55477,0.259246,0.837246,0.250508,0.836984,0.008246,0.350574,0.166557,0.310098,0.226246,0.381885,0.232787,58,38.6,45.1,-1,0.815185,0.156966,0,-1,0.742994,0.909091,-1,0,2.244306,0,0,0.730912,-1,-0.021173,0.304728,36.1,10,5,0.808093,0,0.59436,0.59436,0.229813,0.105,37.7,-1,0.680765,0.479278,0.511184,-1,0.500439,0,0.151848,0.283,0,0,-1,0.811317,0.809447,0.411939,0.588442,2,53,65,0.342628,0.011,0.680623,-1,0,0.043412,0.283,65.2,0.532341,11,moa.kNN(1)
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191,438000,439000,0.740743,0.893686,0.913624,0.832301,0.558597,0.83351,0.893232,0.892419,0.704904,0.927077,0.738333,0.899267,0.911139,37.4,32.7,10.9,-1,0.934401,0.226716,0,-1,0.736314,0.909091,-1,0,-1,0,0,0.663658,-1,-1.193129,0.304654,29.4,10,5,0.683866,0,0.632387,0.635058,0.254014,0,31.6,-1,0.645283,0.498499,0.368063,-1,0.345503,0,0.224697,0.505,0,0,-1,0.721974,0.695744,0.782009,0.631453,0,34.8,38.6,0.286743,0.011,0.648447,-1,0,0.00467,0.505,38.7,0.411988,11,moa.NaiveBayes(1)
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2167,659000,660000,0.741992,0.88863,0.872464,0.830105,0.521439,0.830032,0.878426,0.869755,0.567402,0.845891,0.746659,0.885024,0.550879,38,31.7,17.7,-1,0.962793,0.308495,0,-1,0.853851,0.97561,-1,0,1.58429,0,0,0.804133,-1,-0.441533,0.493656,28.1,40,3,0.788268,0,0.709784,0.703348,0.42566,0.319,28.2,-1,0.791424,0.89953,0.575857,-1,0.523227,0,0.319124,0.341,0,0,-1,0.800449,0.799213,0.733475,0.696354,0,33.6,45.6,1.273469,0.041,0.720934,-1,0,0.029993,0.341,44.9,0.577896,41,moa.LeveragingBag_HoeffdingTree(1)
2165,826000,827000,0.879813,0.92521,0.894578,0.887154,0.839687,0.886816,0.921993,0.914206,0.832782,0.877059,0.842083,0.919311,0.728064,19.7,16.3,13,0.048259,0.917866,0.165121,0,14.954267,0.813104,0.3,15.364614,0,0.741483,0,13,0.732806,0.769939,1.860066,0.380165,15.9,6,2,0.727423,0.65,0.686591,0.664602,0.293957,0.21,16.6,2,0.79044,47.445744,0.432207,2,0.445767,0.65,0.33016,0.79,13,0,2,0.730817,0.724171,0.630178,0.649087,0,19.2,21.6,28.829327,0.02,0.6494,0,0,1.092959,0.79,19.7,0.485736,20,moa.LeveragingBag_HoeffdingTree(1)
191,170000,171000,0.741526,0.889363,0.917374,0.832409,0.558708,0.833637,0.887632,0.888187,0.549579,0.934591,0.740743,0.897292,0.896,33.2,31.8,12,-1,0.931944,0.266234,0,-1,0.727763,0.909091,-1,0,-1,0,0,0.693811,-1,-1.218728,0.337336,29.6,10,5,0.6683,0,0.63914,0.63914,0.337336,0,30.7,-1,0.701337,0.50244,0.384893,-1,0.361333,0,0.272589,0.518,0,0,-1,0.711821,0.686285,0.759376,0.647591,1,33.2,37,0.291284,0.011,0.693811,-1,3,-0.009793,0.518,36.8,0.40629,11,moa.NaiveBayes(1)
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175,267000,268000,0.653224,0.664097,0.654381,0.625619,0.615257,0.625657,0.645108,0.659343,0.606306,0.664802,0.650265,0.663604,0.647388,37.9,36.5,36,0.00393,0.619169,0.007486,0,-255.44297,0.537632,0,244.98691,0,0.962836,0,57,0.517262,-1,0,0.026358,36.5,0,2,0.536169,0,0.517738,0.508903,0.026358,0.387,36.5,3,0.526017,0,0.07521,3,0.07521,0.982759,0.018941,0.613,0,0,3,0.536169,0.536169,0.109797,0.512675,0,37.9,38.5,0,0.058,0.517262,0,0,0,0.613,38.1,0.07521,58,moa.NaiveBayes(1)
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192,600000,601000,0.491514,0.738303,0.511085,0.641105,0.133364,0.641679,0.69412,0.692493,0.10674,0.607874,0.495223,0.693704,0.169003,66.5,30,27.1,0.127346,0.954473,0.09916,0,6.569643,0.859514,0,26.036726,0,3.315684,0,24,0.876104,0.963967,0,0.510357,30.3,0,10,0.890024,0.96,0.705101,0.716826,0.257065,0.083,30.3,2,0.819098,0,0.662894,2,0.666251,0.96,0.097087,0.122,24,0,2,0.890469,0.890469,0.698531,0.714434,5,44,79.9,0,0.025,0.82789,0,2,0,0.122,80.2,0.662894,25,moa.LeveragingBag_HoeffdingTree(1)
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2163,944000,945000,0.83609,0.891735,0.875086,0.844954,0.75809,0.845424,0.883531,0.878509,0.781195,0.866826,0.831413,0.887979,0.606263,22.9,20.5,11.8,-1,0.940569,0.538344,0,-1,0.888203,0.928571,-1,0,0.991254,0,0,0.836427,-1,-0.436321,0.590395,15.4,13,2,0.825523,0,0.762561,0.762561,0.538344,0.445,15.5,-1,0.847288,45.92488,0.685993,-1,0.587276,0,0.538344,0.555,0,0,-1,0.858229,0.866233,0.760469,0.762561,0,20.3,22.9,8.357177,0.014,0.762561,-1,0,0.374087,0.555,22.9,0.688089,14,moa.LeveragingBag_HoeffdingTree(1)
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2131,722000,723000,0.509737,0.63935,0.582609,0.575624,0.359692,0.576805,0.669604,0.655054,0.016772,0.605639,0.440627,0.670802,0.016769,58.3,51.5,44.5,0.143007,0.801043,0.197219,0,10.501338,0.672446,0.576923,15.888803,0,2.272212,0,10,0.655448,1.644773,0.987379,0.213927,51.8,15,7,0.708936,0.153846,0.656366,0.644184,0.194633,0.001,51.5,2,0.62279,1402.924643,0.287627,6,0.287627,0.384615,0.136038,0.335,4,0,22,0.707794,0.708936,0.4191,0.623026,0,57.6,55.8,584.820254,0.026,0.6345,6.110101,0,0.777765,0.335,61.9,0.283456,26,moa.OzaBag_HoeffdingTree(1)
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198,10000,11000,0.447818,0.664636,0.413091,0.861636,0.299364,0.861727,0.495909,0.500636,0.162273,0.500636,0.418727,0.500818,0.202909,57.2,38,47,-1,0.804612,0.038307,0,-1,0.724697,0.909091,-1,0,2.200987,0,0,0.726337,-1,0.955884,0.308835,38,10,5,0.769891,0,0.595929,0.595929,0.219992,0.088,36.7,-1,0.66044,0.671274,0.517725,-1,0.501452,0,0.102563,0.316,0,0,-1,0.76444,0.778003,0.378364,0.604045,0,52.9,67,0.295304,0.011,0.659811,-1,0,-0.366538,0.316,63.2,0.499966,11,moa.LeveragingBag_kNN(1)
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197,751000,752000,0.222312,0.554362,0.254335,0.840023,0.245939,0.839964,0.000669,0.325633,0.166771,0.291549,0.220843,0.376052,0.189416,59.6,34.5,46.2,-1,0.790985,0.12966,0,-1,0.724391,0.909091,-1,0,2.228194,0,0,0.708904,-1,-0.114398,0.281393,31.6,10,5,0.824834,0,0.606843,0.609111,0.230606,0.088,31.3,-1,0.674794,0.500831,0.594752,-1,0.553638,0,0.134849,0.291,0,0,-1,0.827164,0.830109,0.399921,0.590684,1,55.2,65.8,0.339519,0.011,0.665889,-1,2,-0.016458,0.291,65.9,0.59069,11,moa.kNN(1)
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195,100000,101000,0.671871,0.825762,0.490059,0.883911,0.394396,0.88398,0.726446,0.664911,0.165871,0.523287,0.637168,0.701178,0.200455,56.5,34.7,43.2,-1,0.809145,0.122222,0,-1,0.729323,0.909091,-1,0,2.210681,0,0,0.756119,-1,0.236986,0.368595,32,10,5,0.816526,0,0.610289,0.573573,0.235832,0.084,32.7,-1,0.662202,0.497817,0.574572,-1,0.548581,0,0.13543,0.293,0,0,-1,0.827062,0.828959,0.434741,0.613579,0,47,62.6,0.338137,0.011,0.677871,-1,0,-0.041916,0.293,62.6,0.584189,11,moa.LeveragingBag_kNN(1)
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190,552000,553000,0.654347,0.872208,0.729926,0.831839,0.506246,0.832803,0.851796,0.827812,0.723264,0.800335,0.673175,0.836685,0.908108,25.3,21.1,9.7,-1,0.943606,0.415853,3,-1,0.768009,0.909091,-1,0,-1,0,0,0.823713,-1,-1.181627,0.589409,20.8,10,5,0.808528,0,0.715392,0.707501,0.494437,0,21.1,-1,0.781409,0.502388,0.577574,-1,0.577574,0,0.357273,0.509,0,0,-1,0.803394,0.808528,0.805986,0.697454,0,20.5,29.2,0.287629,0.011,0.789666,-1,0,-0.017435,0.509,32.2,0.583685,11,moa.SPegasos(1)
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178,737000,738000,0.864324,0.941782,0.88466,0.923203,0.729432,0.923053,0.948799,0.937051,0.864401,0.886871,0.825951,0.939871,0.848117,17.1,20.4,11.5,0.034653,0.962895,0.462704,0,27.672895,0.872759,0,28.856459,0,0.999974,0,32,0.897914,0.993613,0,0.723997,16.5,0,2,0.832162,0.515152,0.723822,0.686611,0.65777,0.497,17.4,1,0.818083,0,0.652004,2.40625,0.59174,0.969697,0.434014,0.503,17,0,8,0.860057,0.855579,0.769934,0.760253,0,13.8,26.8,0,0.033,0.867927,1.411002,1,0,0.503,28.3,0.670063,33,moa.OzaBoost_HoeffdingTree(1)
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191,902000,903000,0.742486,0.894739,0.905377,0.832598,0.566828,0.833855,0.893635,0.890338,0.784883,0.915367,0.74334,0.897642,0.921071,29.7,27.3,10.1,-1,0.942998,0.373955,0,-1,0.746446,0.909091,-1,0,-1,0,0,0.762065,-1,-1.1975,0.46656,24.1,10,5,0.744461,0,0.682065,0.662887,0.404026,0,25.9,-1,0.717426,0.501775,0.48241,-1,0.453882,0,0.347784,0.509,0,0,-1,0.771322,0.761019,0.79784,0.700707,0,26.6,31.3,0.28775,0.011,0.730471,-1,0,-0.008323,0.509,32.7,0.517792,11,moa.SPegasos(1)
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199,759000,760000,0.841842,0.892103,0.848695,0.87005,0.682996,0.870296,0.877882,0.857213,0.850097,0.851959,0.842586,0.862674,0.793567,24.1,16.5,13.1,-1,0.880234,0.306308,12,-1,0.849201,0.75,-1,0,0.996856,0,0,0.84581,-1,-1.213954,0.611951,16.5,3,2,0.827513,0,0.677114,0.677114,0.506269,0.467,16.5,-1,0.811619,5.022476,0.667808,-1,0.667808,0,0.342513,0.533,0,0,-1,0.827513,0.827513,0.736189,0.683403,0,19.3,34.3,2.91001,0.004,0.788601,-1,0,-0.014903,0.533,33.1,0.667808,4,moa.LeveragingBag_HoeffdingTree(1)
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2165,486000,487000,0.879331,0.922947,0.89362,0.886943,0.838801,0.886554,0.919821,0.911838,0.820164,0.8767,0.841195,0.916883,0.721869,18.3,14,13.1,0.046384,0.923857,0.208808,0,16.00224,0.781834,0.3,15.650064,0,0.72591,0,13,0.689772,0.788629,1.890371,0.200245,14,6,2,0.654027,0.65,0.7462,0.695619,0.174441,0.202,14,2,0.764005,49.597609,0.45991,2,0.45991,0.65,0,0.798,13,0,2,0.654027,0.654027,0.611612,0.5,0,18.3,19,30.716131,0.02,0.663965,0,0,1.083726,0.798,20.2,0.45991,20,moa.LeveragingBag_HoeffdingTree(1)
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178,928000,929000,0.864498,0.943197,0.88494,0.923402,0.729533,0.92326,0.949656,0.938645,0.866564,0.887116,0.825883,0.941701,0.851234,19.2,18.7,12.3,0.033648,0.945136,0.448,0,28.42939,0.849846,0,29.719173,0,1,0,32,0.85611,0.990249,0,0.646,15.9,0,2,0.837504,0.515152,0.72,0.713198,0.616,0.5,18.7,1,0.751126,0,0.626,2.40625,0.626,0.969697,0.426,0.5,17,0,8,0.86444,0.837244,0.754,0.759478,0,17.7,27.6,0,0.033,0.834576,1.411002,0,0,0.5,28.7,0.682,33,moa.OzaBoost_HoeffdingTree(1)
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190,723000,724000,0.641848,0.873367,0.704826,0.832689,0.520559,0.833628,0.840655,0.804133,0.711296,0.757954,0.656754,0.814283,0.90875,28.7,23.1,13.1,-1,0.9227,0.361326,0,-1,0.780128,0.909091,-1,0,-1,0,0,0.800231,-1,-1.197821,0.522962,23.1,10,5,0.78194,0,0.697423,0.693546,0.427922,0,23.1,-1,0.691573,0.500184,0.538251,-1,0.538281,0,0.333141,0.508,0,0,-1,0.770585,0.770585,0.73779,0.666031,0,23.8,31.9,0.288526,0.011,0.740055,-1,0,-0.000995,0.508,33.2,0.538251,11,moa.SPegasos(1)
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196,824000,825000,0.663851,0.88424,0.488937,0.892748,0.381085,0.892775,0.833778,0.788103,0.166686,0.520784,0.63629,0.838926,0.176315,59.8,32.2,46.3,-1,0.756146,0.132229,0,-1,0.663981,0.909091,-1,0,2.159992,0,0,0.703077,-1,0.001185,0.265545,31.8,10,5,0.813702,0,0.600041,0.566232,0.132229,0.069,32,-1,0.606174,0.493797,0.577557,-1,0.575583,0,0.132229,0.319,0,4,-1,0.812807,0.811939,0.3732,0.600041,0,52.9,59.8,0.331105,0.011,0.600041,-1,1,0.077717,0.319,59.8,0.580753,11,moa.LeveragingBag_kNN(1)
2167,720000,721000,0.742144,0.888906,0.872562,0.829883,0.521546,0.829817,0.878802,0.870283,0.56762,0.845957,0.746542,0.885399,0.551341,38.2,26,17.3,-1,0.961661,0.321387,0,-1,0.770332,0.97561,-1,0,1.58373,0,0,0.781866,-1,-0.446798,0.487144,26.2,40,3,0.823575,0,0.697487,0.697406,0.428639,0.319,26,-1,0.755856,0.90435,0.609847,-1,0.609847,0,0.319939,0.352,0,0,-1,0.823176,0.823575,0.741564,0.697564,0,34.4,45.9,1.272509,0.041,0.764016,-1,0,0.037853,0.352,46,0.606393,41,moa.LeveragingBag_HoeffdingTree(1)
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198,385000,386000,0.226396,0.829655,0.27958,0.893241,0.255339,0.893383,0.592189,0.496803,0.166697,0.319365,0.225816,0.625233,0.238358,57.9,35.1,45.8,-1,0.802777,0.096849,0,-1,0.735432,0.909091,-1,0,2.197433,0,0,0.743459,-1,-0.346777,0.322385,31.4,10,5,0.815188,0,0.629277,0.573544,0.241001,0.086,32.9,-1,0.697169,0.517493,0.568651,-1,0.539875,0,0.115873,0.314,0,0,-1,0.819341,0.811423,0.396058,0.626255,1,50.7,64.9,0.340994,0.011,0.674618,-1,4,-0.080554,0.314,63.8,0.588672,11,moa.LeveragingBag_kNN(1)
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197,469000,470000,0.222406,0.550319,0.255189,0.839428,0.246862,0.839389,0.00107,0.32936,0.166855,0.293117,0.220032,0.384572,0.200653,57.9,37.2,49.1,-1,0.769438,0.179214,0,-1,0.752381,0.909091,-1,0,2.214816,0,0,0.710673,-1,-0.13379,0.219567,33.6,10,5,0.810759,0,0.626877,0.626877,0.212106,0.1,35.8,-1,0.674117,0.50848,0.534216,-1,0.515952,0,0.16536,0.301,0,0,-1,0.826305,0.814756,0.353422,0.626046,0,57.1,58.6,0.347,0.011,0.64814,-1,2,-0.057609,0.301,59.6,0.566689,11,moa.kNN(1)
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127,148000,149000,0.751664,0.772644,0.759664,0.753718,0.723711,0.754114,0.743275,0.772872,0.722919,0.753282,0.737557,0.774322,0.665899,26,29.7,24.3,0.037433,0.772999,0.310509,0,40.652207,0.707358,0,23.444127,0,0.877593,0,9,0.653148,1.559183,0,0.250095,26.9,0,2,0.498803,0.3,0.653611,0.640976,0.257537,0.297,26.9,2,0.692448,0,0.154386,5.666667,0,0.9,0.161975,0.703,3,0,13,0.604969,0.604969,0.387718,0.616933,0,26.9,28.4,0,0.01,0.649005,4.472136,0,0,0.703,28.7,0.154386,10,moa.OzaBag_HoeffdingTree(1)
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2164,477000,478000,0.553732,0.69519,0.563621,0.565826,0.413094,0.567042,0.649333,0.641544,0.254546,0.482303,0.573787,0.661724,0.255877,55.1,40.5,52.1,-1,0.749031,0.168565,0,-1,0.736351,0.947368,-1,0,1.997432,0,0,0.771634,-1,0.314237,0.333836,40.9,18,4,0.785342,0,0.633609,0.629266,0.2645,0.229,40.5,-1,0.682697,117.103552,0.459533,-1,0.459547,0,0.167472,0.265,0,0,-1,0.763823,0.781953,0.310007,0.631665,0,49.8,63.3,22.160875,0.019,0.737973,-1,0,0.584167,0.265,63.4,0.454336,19,moa.LeveragingBag_HoeffdingTree(1)
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188,543000,544000,0.597228,0.915961,0.585279,0.920586,0.594171,0.920555,0.899882,0.802004,0.672899,0.608261,0.580675,0.833011,0.826983,7.6,1.2,9.7,0.039561,0.976325,0.518275,10,-26.27757,0.851544,0.30137,-25.27757,9,-1,9,50,0.98038,-1,-0.531743,0.854409,1.2,22,10,0.993377,0.60274,0.862708,0.697888,0.879279,0,1.2,2,0.811641,2.416435,0.980446,2.3,0.980446,0.684932,0.518275,0.516,44,10,7,0.993377,0.993377,0.844937,0.862708,0,8.9,28,0.060967,0.073,0.962042,0.909137,0,0.0347,0.516,28,0.980446,73,moa.kNN(1)
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175,277000,278000,0.653353,0.66423,0.654511,0.625701,0.615313,0.625741,0.64586,0.65955,0.606356,0.664806,0.650331,0.663737,0.647766,39.3,38.3,36.4,0.003573,0.618172,0.010025,0,-280.844669,0.529162,0,271.550808,0,0.970363,0,57,0.512938,-1,0,0.019011,38,0,2,0.518655,0,0.512229,0.501931,0.019011,0.399,38.3,3,0.525311,0,0.050674,3,0.050674,0.982759,0,0.601,0,0,3,0.524266,0.518655,0.115049,0.498957,0,39.3,39.6,0,0.058,0.512938,0,0,0,0.601,39.9,0.059522,58,moa.NaiveBayes(1)
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