% Python_3.6.9. % Sklearn_0.19.1. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:12:14 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 0,0,0,39,0.0,0.3076923076923077,0.5384615384615384,0.15384615384615385,moa.kNN(1),moa.kNN(1) 0,0,0,11,0.2857142857142857,0.6666666666666666,0.047619047619047616,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,36,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,12,0.05263157894736842,0.8947368421052632,0.0,0.05263157894736842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,20,0.05263157894736842,0.8947368421052632,0.0,0.05263157894736842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,16,0.05263157894736842,0.8947368421052632,0.0,0.05263157894736842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,19,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,0,0,51,0.2857142857142857,0.6666666666666666,0.047619047619047616,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,1,0,52,0.041666666666666664,0.7916666666666666,0.08333333333333333,0.08333333333333333,moa.HoeffdingTree(1),moa.kNN(1) 0,1,0,17,0.041666666666666664,0.9166666666666666,0.041666666666666664,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,7,0.041666666666666664,0.7916666666666666,0.08333333333333333,0.08333333333333333,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,47,0.041666666666666664,0.7916666666666666,0.08333333333333333,0.08333333333333333,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,9,0.041666666666666664,0.7916666666666666,0.08333333333333333,0.08333333333333333,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,35,0.041666666666666664,0.9166666666666666,0.041666666666666664,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,13,0.041666666666666664,0.9166666666666666,0.041666666666666664,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,1,0,22,0.041666666666666664,0.9166666666666666,0.041666666666666664,0.0,moa.HoeffdingTree(1),moa.SPegasos(1) 0,2,0,30,0.0625,0.4375,0.4375,0.0625,moa.HoeffdingTree(1),moa.kNN(1) 0,2,0,60,0.35294117647058826,0.5294117647058824,0.058823529411764705,0.058823529411764705,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,33,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,0,0.0625,0.4375,0.4375,0.0625,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,15,0.05,0.95,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,27,0.35294117647058826,0.5294117647058824,0.058823529411764705,0.058823529411764705,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,66,0.35294117647058826,0.5294117647058824,0.058823529411764705,0.058823529411764705,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,2,0,43,0.0625,0.4375,0.4375,0.0625,moa.HoeffdingTree(1),moa.SPegasos(1) 0,3,0,61,0.0,0.3076923076923077,0.5384615384615384,0.15384615384615385,moa.kNN(1),moa.kNN(1) 0,3,0,72,0.047619047619047616,0.9047619047619048,0.047619047619047616,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,73,0.375,0.625,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,53,0.375,0.625,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,37,0.375,0.625,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,44,0.047619047619047616,0.9047619047619048,0.047619047619047616,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,3,0,21,0.375,0.625,0.0,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,3,0,41,0.0,0.3076923076923077,0.5384615384615384,0.15384615384615385,moa.kNN(1),moa.SPegasos(1) 0,4,0,62,0.0,0.9583333333333334,0.0,0.041666666666666664,moa.HoeffdingTree(1),moa.kNN(1) 0,4,0,14,0.0,0.9583333333333334,0.0,0.041666666666666664,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,42,0.35294117647058826,0.35294117647058826,0.29411764705882354,0.0,moa.NaiveBayes(1),moa.HoeffdingTree(1) 0,4,0,32,0.0,0.7692307692307693,0.23076923076923078,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,50,0.0,0.7692307692307693,0.23076923076923078,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,29,0.0,0.9583333333333334,0.0,0.041666666666666664,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,4,0,10,0.0,0.9583333333333334,0.0,0.041666666666666664,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,5,0,46,0.0,0.3076923076923077,0.5384615384615384,0.15384615384615385,moa.kNN(1),moa.kNN(1) 0,5,0,58,0.058823529411764705,0.9411764705882353,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,26,0.3157894736842105,0.5789473684210527,0.05263157894736842,0.05263157894736842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,3,0.058823529411764705,0.9411764705882353,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,56,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,57,0.3157894736842105,0.5789473684210527,0.05263157894736842,0.05263157894736842,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,5,0,40,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,6,0,63,0.058823529411764705,0.4117647058823529,0.4117647058823529,0.11764705882352941,moa.HoeffdingTree(1),moa.kNN(1) 0,6,0,18,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,28,0.05555555555555555,0.9444444444444444,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,23,0.05555555555555555,0.9444444444444444,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,45,0.05555555555555555,0.9444444444444444,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,5,0.058823529411764705,0.4117647058823529,0.4117647058823529,0.11764705882352941,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,6,0,2,0.2631578947368421,0.631578947368421,0.05263157894736842,0.05263157894736842,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,7,0,68,0.05,0.95,0.0,0.0,moa.HoeffdingTree(1),moa.kNN(1) 0,7,0,55,0.0625,0.375,0.4375,0.125,moa.kNN(1),moa.HoeffdingTree(1) 0,7,0,67,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,69,0.0625,0.375,0.4375,0.125,moa.kNN(1),moa.HoeffdingTree(1) 0,7,0,31,0.05,0.95,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,70,0.2777777777777778,0.6111111111111112,0.05555555555555555,0.05555555555555555,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,7,0,49,0.2777777777777778,0.6111111111111112,0.05555555555555555,0.05555555555555555,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,8,0,6,0.0,0.3333333333333333,0.4666666666666667,0.2,moa.kNN(1),moa.kNN(1) 0,8,0,24,0.0,0.3333333333333333,0.4666666666666667,0.2,moa.kNN(1),moa.HoeffdingTree(1) 0,8,0,34,0.058823529411764705,0.9411764705882353,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,1,0.05,0.95,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,65,0.3333333333333333,0.6,0.06666666666666667,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,54,0.058823529411764705,0.9411764705882353,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,8,0,71,0.3333333333333333,0.6,0.06666666666666667,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1) 0,9,0,64,0.05,0.4,0.4,0.15,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,38,0.05263157894736842,0.9473684210526315,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,59,0.0,1.0,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,8,0.05,0.4,0.4,0.15,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,48,0.05263157894736842,0.9473684210526315,0.0,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,25,0.3333333333333333,0.6,0.06666666666666667,0.0,moa.HoeffdingTree(1),moa.HoeffdingTree(1) 0,9,0,4,0.3333333333333333,0.6,0.06666666666666667,0.0,moa.HoeffdingTree(1),moa.NaiveBayes(1)