% Python_3.6.9. % Sklearn_0.20.3. % NumPy_1.18.1. % SciPy_1.4.1. % Tue Mar 3 16:26:42 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 0,0,0,39,0.62,0.36,0.02,0.0,moa.LeveragingBag_kNN(1),moa.LeveragingBag_kNN(1) 0,0,0,52,0.04,0.96,0.0,0.0,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,28,0.0,0.97,0.0,0.03,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,15,0.0,0.59,0.11,0.3,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,21,0.09,0.57,0.12,0.22,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,0,0,59,0.04,0.35,0.25,0.36,moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,23,0.0,0.99,0.0,0.01,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,0,0,11,0.0,0.96,0.01,0.03,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,1,0,30,0.35,0.56,0.06,0.03,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,1,0,14,0.11,0.58,0.17,0.14,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,67,0.16,0.4,0.18,0.26,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,37,0.01,0.71,0.05,0.23,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,57,0.01,0.47,0.08,0.44,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,1,0,47,0.0,0.65,0.23,0.12,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,69,0.09,0.08,0.76,0.07,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,1,0,49,0.02,0.35,0.03,0.6,moa.OzaBoost_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,2,0,61,0.5,0.44,0.06,0.0,moa.LeveragingBag_kNN(1),moa.LeveragingBag_kNN(1) 0,2,0,58,0.0,0.75,0.19,0.06,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,12,0.08,0.59,0.11,0.22,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,50,0.01,0.81,0.08,0.1,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,38,0.0,0.84,0.07,0.09,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,2,0,7,0.01,0.42,0.41,0.16,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,1,0.0,0.66,0.23,0.11,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,2,0,34,0.01,0.79,0.14,0.06,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,3,0,63,0.32,0.64,0.01,0.03,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,3,0,18,0.01,0.57,0.06,0.36,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,22,0.02,0.42,0.19,0.37,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,56,0.0,0.76,0.15,0.09,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,70,0.09,0.65,0.17,0.09,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,3,0,5,0.14,0.18,0.25,0.43,moa.OzaBoost_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,72,0.0,0.55,0.29,0.16,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,3,0,2,0.0,0.31,0.05,0.64,moa.OzaBoost_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,4,0,68,0.07,0.61,0.01,0.31,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_kNN(1) 0,4,0,24,0.02,0.77,0.09,0.12,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,0,0.02,0.87,0.02,0.09,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,46,0.77,0.2,0.01,0.02,moa.LeveragingBag_kNN(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,40,0.0,0.8,0.07,0.13,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,4,0,41,0.03,0.86,0.01,0.1,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,4,0,29,0.03,0.35,0.4,0.22,moa.OzaBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,5,0,45,0.13,0.74,0.05,0.08,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,60,0.08,0.62,0.04,0.26,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,53,0.08,0.52,0.21,0.19,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,31,0.0,0.85,0.07,0.08,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,25,0.01,0.62,0.09,0.28,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,5,0,17,0.05,0.4,0.26,0.29,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,5,0,71,0.01,0.46,0.13,0.4,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,6,0,54,0.0,0.82,0.13,0.05,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,36,0.0,0.86,0.1,0.04,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,32,0.0,0.79,0.11,0.1,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,10,0.01,0.79,0.06,0.14,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,19,0.04,0.75,0.1,0.11,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,6,0,42,0.03,0.73,0.09,0.15,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,6,0,66,0.03,0.3,0.51,0.16,moa.OzaBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,7,0,64,0.02,0.76,0.16,0.06,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,33,0.04,0.22,0.63,0.11,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,3,0.0,0.23,0.61,0.16,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,48,0.01,0.66,0.24,0.09,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,13,0.16,0.54,0.15,0.15,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,7,0,27,0.03,0.07,0.7,0.2,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,7,0,65,0.01,0.77,0.07,0.15,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,8,0,51,0.01,0.17,0.31,0.51,moa.OzaBoost_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,73,0.01,0.89,0.03,0.07,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,20,0.11,0.57,0.2,0.12,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,16,0.02,0.87,0.05,0.06,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,43,0.1,0.27,0.57,0.06,moa.OzaBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,8,0,44,0.08,0.1,0.8,0.02,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,8,0,8,0.05,0.62,0.13,0.2,moa.LeveragingBag_HoeffdingTree(1),moa.OzaBoost_HoeffdingTree(1) 0,9,0,4,0.01,0.66,0.1,0.23,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,62,0.11,0.5,0.08,0.31,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,9,0.0,0.78,0.12,0.1,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,35,0.0,0.93,0.04,0.03,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,6,0.0,0.95,0.04,0.01,moa.LeveragingBag_HoeffdingTree(1),moa.LeveragingBag_HoeffdingTree(1) 0,9,0,26,0.05,0.1,0.73,0.12,moa.OzaBag_HoeffdingTree(1),moa.OzaBag_HoeffdingTree(1) 0,9,0,55,0.42,0.37,0.07,0.14,moa.LeveragingBag_kNN(1),moa.OzaBoost_HoeffdingTree(1)