% Python_3.6.9. % Sklearn_0.19.1. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:12:05 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 0,0,0,55,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,29,0.0,0.0,0.0625,0.8125,0.125,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,61,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,24,0.043478260869565216,0.043478260869565216,0.13043478260869565,0.43478260869565216,0.043478260869565216,0.30434782608695654,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,19,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,44,0.0,0.0,0.0625,0.8125,0.125,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,52,0.0,0.0,0.0625,0.8125,0.125,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,0,0,39,0.0,0.0,0.0625,0.8125,0.125,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.SPegasos(1) 0,1,0,0,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,54,0.045454545454545456,0.09090909090909091,0.13636363636363635,0.4090909090909091,0.045454545454545456,0.2727272727272727,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,50,0.045454545454545456,0.09090909090909091,0.13636363636363635,0.4090909090909091,0.045454545454545456,0.2727272727272727,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,33,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,17,0.041666666666666664,0.0,0.0,0.5833333333333334,0.2916666666666667,0.08333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,22,0.0,0.0,0.05555555555555555,0.7777777777777778,0.1111111111111111,0.05555555555555555,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,68,0.045454545454545456,0.09090909090909091,0.13636363636363635,0.4090909090909091,0.045454545454545456,0.2727272727272727,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,2,0,43,0.07142857142857142,0.14285714285714285,0.21428571428571427,0.42857142857142855,0.07142857142857142,0.07142857142857142,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,12,0.05263157894736842,0.0,0.0,0.7368421052631579,0.15789473684210525,0.05263157894736842,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,47,0.0,0.0,0.06666666666666667,0.7333333333333333,0.13333333333333333,0.06666666666666667,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,59,0.0,0.0,0.0,0.4375,0.1875,0.375,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,1,0.0,0.0,0.06666666666666667,0.7333333333333333,0.13333333333333333,0.06666666666666667,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,41,0.0,0.0,0.0,0.4375,0.1875,0.375,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,8,0.05263157894736842,0.0,0.0,0.7368421052631579,0.15789473684210525,0.05263157894736842,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,4,0.043478260869565216,0.08695652173913043,0.13043478260869565,0.43478260869565216,0.08695652173913043,0.21739130434782608,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,18,0.0,0.0,0.0,0.7142857142857143,0.21428571428571427,0.07142857142857142,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,57,0.043478260869565216,0.08695652173913043,0.13043478260869565,0.43478260869565216,0.08695652173913043,0.21739130434782608,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,30,0.0,0.0,0.0,0.7142857142857143,0.21428571428571427,0.07142857142857142,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,26,0.043478260869565216,0.08695652173913043,0.13043478260869565,0.43478260869565216,0.08695652173913043,0.21739130434782608,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,63,0.043478260869565216,0.08695652173913043,0.13043478260869565,0.43478260869565216,0.08695652173913043,0.21739130434782608,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,65,0.0,0.0,0.0,0.7142857142857143,0.21428571428571427,0.07142857142857142,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,4,0,34,0.047619047619047616,0.09523809523809523,0.047619047619047616,0.5714285714285714,0.19047619047619047,0.047619047619047616,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,23,0.0,0.0,0.0,0.7692307692307693,0.07692307692307693,0.15384615384615385,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,49,0.047619047619047616,0.09523809523809523,0.047619047619047616,0.5714285714285714,0.19047619047619047,0.047619047619047616,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,70,0.0,0.0,0.125,0.5625,0.0,0.3125,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,25,0.0,0.0,0.0,0.7692307692307693,0.07692307692307693,0.15384615384615385,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,4,0,62,0.0,0.0,0.125,0.5625,0.0,0.3125,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,4,0,37,0.0,0.0,0.125,0.5625,0.0,0.3125,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,5,0,9,0.058823529411764705,0.0,0.0,0.5882352941176471,0.23529411764705882,0.11764705882352941,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,48,0.0,0.0,0.0,0.42105263157894735,0.3157894736842105,0.2631578947368421,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,31,0.0,0.0,0.0,0.42105263157894735,0.3157894736842105,0.2631578947368421,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,20,0.058823529411764705,0.0,0.0,0.5882352941176471,0.23529411764705882,0.11764705882352941,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,69,0.0,0.0,0.0,0.42105263157894735,0.3157894736842105,0.2631578947368421,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,5,0,28,0.0,0.0,0.0,0.42105263157894735,0.3157894736842105,0.2631578947368421,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,5,0,60,0.0,0.13333333333333333,0.13333333333333333,0.6,0.0,0.13333333333333333,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,6,0,21,0.0,0.0,0.043478260869565216,0.5217391304347826,0.17391304347826086,0.2608695652173913,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,16,0.07692307692307693,0.0,0.0,0.7692307692307693,0.15384615384615385,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,36,0.07692307692307693,0.15384615384615385,0.07692307692307693,0.3076923076923077,0.23076923076923078,0.15384615384615385,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,64,0.07692307692307693,0.0,0.0,0.7692307692307693,0.15384615384615385,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,66,0.0,0.0,0.043478260869565216,0.5217391304347826,0.17391304347826086,0.2608695652173913,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,6,0,32,0.07692307692307693,0.0,0.0,0.7692307692307693,0.15384615384615385,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,6,0,58,0.0,0.0,0.043478260869565216,0.5217391304347826,0.17391304347826086,0.2608695652173913,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,7,0,42,0.045454545454545456,0.0,0.0,0.7272727272727273,0.18181818181818182,0.045454545454545456,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,51,0.0,0.0,0.0,0.8461538461538461,0.07692307692307693,0.07692307692307693,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,53,0.045454545454545456,0.0,0.0,0.7272727272727273,0.18181818181818182,0.045454545454545456,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,6,0.0,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.13333333333333333,moa.LeveragingBag_kNN(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,56,0.0,0.0,0.0,0.8461538461538461,0.07692307692307693,0.07692307692307693,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,7,0,2,0.0,0.0,0.0,0.5,0.14285714285714285,0.35714285714285715,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,7,0,10,0.0,0.0,0.0,0.8461538461538461,0.07692307692307693,0.07692307692307693,moa.LeveragingBag_HoeffdingTree(1),moa.NaiveBayes(1) 0,8,0,3,0.0,0.1,0.2,0.55,0.0,0.15,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,67,0.0,0.0,0.0,0.46153846153846156,0.15384615384615385,0.38461538461538464,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,45,0.0,0.0,0.0,0.8235294117647058,0.17647058823529413,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,35,0.0,0.0,0.0,0.8235294117647058,0.17647058823529413,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,7,0.0,0.0,0.0,0.8235294117647058,0.17647058823529413,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,8,0,11,0.0,0.0,0.0,0.8235294117647058,0.17647058823529413,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,8,0,38,0.0,0.0,0.0,0.8235294117647058,0.17647058823529413,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.NaiveBayes(1) 0,9,0,27,0.0,0.0,0.07692307692307693,0.7692307692307693,0.07692307692307693,0.07692307692307693,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,14,0.05263157894736842,0.0,0.0,0.6842105263157895,0.21052631578947367,0.05263157894736842,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,13,0.0,0.0,0.0,0.46153846153846156,0.15384615384615385,0.38461538461538464,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,15,0.0,0.0,0.07692307692307693,0.7692307692307693,0.07692307692307693,0.07692307692307693,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,5,0.05263157894736842,0.0,0.0,0.6842105263157895,0.21052631578947367,0.05263157894736842,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,9,0,46,0.0,0.0,0.0,0.46153846153846156,0.15384615384615385,0.38461538461538464,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,9,0,40,0.05263157894736842,0.05263157894736842,0.15789473684210525,0.47368421052631576,0.15789473684210525,0.10526315789473684,moa.LeveragingBag_HoeffdingTree(1),moa.SPegasos(1)