RealAdaBoost: Base classifiers: ZeroR predicts class value: P RandomTree ========== col_1 < 4.74 | col_2 < 4.09 | | col_5 < 4.12 : P (1.93/0) | | col_5 >= 4.12 | | | col_4 < 4.16 : N (6.22/0) | | | col_4 >= 4.16 | | | | col_2 < 4.08 | | | | | col_5 < 4.21 | | | | | | col_7 < 4.22 : N (7.25/0) | | | | | | col_7 >= 4.22 | | | | | | | col_1 < 4.15 | | | | | | | | col_2 < 4 : P (1.93/0) | | | | | | | | col_2 >= 4 : N (1.04/0) | | | | | | | col_1 >= 4.15 | | | | | | | | col_5 < 4.17 : P (0.97/0) | | | | | | | | col_5 >= 4.17 : N (5.18/0) | | | | | col_5 >= 4.21 | | | | | | col_1 < 4.49 | | | | | | | col_3 < 4.28 | | | | | | | | col_6 < 4.21 : N (3.11/0) | | | | | | | | col_6 >= 4.21 | | | | | | | | | col_1 < 4.2 : P (6.76/0) | | | | | | | | | col_1 >= 4.2 | | | | | | | | | | col_3 < 4.17 : N (3.11/0) | | | | | | | | | | col_3 >= 4.17 | | | | | | | | | | | col_3 < 4.23 : P (1.93/0) | | | | | | | | | | | col_3 >= 4.23 : N (1.04/0) | | | | | | | col_3 >= 4.28 : N (4.14/0) | | | | | | col_1 >= 4.49 : P (2.9/0) | | | | col_2 >= 4.08 : N (4.14/0) | col_2 >= 4.09 | | col_6 < 4.24 | | | col_3 < 4.02 : P (3.87/0) | | | col_3 >= 4.02 | | | | col_2 < 4.47 | | | | | col_6 < 4.24 | | | | | | col_5 < 4.34 | | | | | | | col_1 < 4.53 | | | | | | | | col_5 < 4.31 | | | | | | | | | col_5 < 4.3 | | | | | | | | | | col_1 < 4.34 | | | | | | | | | | | col_4 < 4.39 | | | | | | | | | | | | col_4 < 4.2 | | | | | | | | | | | | | col_5 < 4.19 : P (11.6/0) | | | | | | | | | | | | | col_5 >= 4.19 | | | | | | | | | | | | | | col_6 < 4.16 : P (1.93/0) | | | | | | | | | | | | | | col_6 >= 4.16 | | | | | | | | | | | | | | | col_7 < 4.2 | | | | | | | | | | | | | | | | col_5 < 4.26 : P (3.87/0) | | | | | | | | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | | | | | | | | col_1 < 4.11 : N (1.04/0) | | | | | | | | | | | | | | | | | col_1 >= 4.11 : P (0.97/0) | | | | | | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | | | | | | col_7 < 4.23 : N (4.14/0) | | | | | | | | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | | | | | | | | col_1 < 4.16 | | | | | | | | | | | | | | | | | | col_2 < 4.19 : P (0.97/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.19 : N (3.11/0) | | | | | | | | | | | | | | | | | col_1 >= 4.16 : P (2.9/0) | | | | | | | | | | | | col_4 >= 4.2 | | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | | col_2 < 4.39 | | | | | | | | | | | | | | | col_2 < 4.36 | | | | | | | | | | | | | | | | col_1 < 4.24 | | | | | | | | | | | | | | | | | col_3 < 4.27 | | | | | | | | | | | | | | | | | | col_1 < 3.78 : P (0.97/0) | | | | | | | | | | | | | | | | | | col_1 >= 3.78 | | | | | | | | | | | | | | | | | | | col_1 < 4 : N (4.14/0) | | | | | | | | | | | | | | | | | | | col_1 >= 4 | | | | | | | | | | | | | | | | | | | | col_3 < 4.22 | | | | | | | | | | | | | | | | | | | | | col_5 < 4.24 | | | | | | | | | | | | | | | | | | | | | | col_3 < 4.11 : P (3.87/0) | | | | | | | | | | | | | | | | | | | | | | col_3 >= 4.11 | | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.2 | | | | | | | | | | | | | | | | | | | | | | | | col_4 < 4.25 | | | | | | | | | | | | | | | | | | | | | | | | | col_7 < 4.2 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | | | | | | col_7 >= 4.2 : P (1.93/0) | | | | | | | | | | | | | | | | | | | | | | | | col_4 >= 4.25 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.2 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.24 | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.28 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.28 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | col_3 >= 4.22 : N (6.22/0) | | | | | | | | | | | | | | | | | col_3 >= 4.27 | | | | | | | | | | | | | | | | | | col_5 < 4.14 : N (2.07/0) | | | | | | | | | | | | | | | | | | col_5 >= 4.14 | | | | | | | | | | | | | | | | | | | col_5 < 4.24 : P (5.8/0) | | | | | | | | | | | | | | | | | | | col_5 >= 4.24 | | | | | | | | | | | | | | | | | | | | col_4 < 4.28 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | col_4 >= 4.28 : P (2.9/0) | | | | | | | | | | | | | | | | col_1 >= 4.24 | | | | | | | | | | | | | | | | | col_7 < 4.21 | | | | | | | | | | | | | | | | | | col_5 < 4.17 : P (0.97/0) | | | | | | | | | | | | | | | | | | col_5 >= 4.17 : N (2.07/0) | | | | | | | | | | | | | | | | | col_7 >= 4.21 : P (8.7/0) | | | | | | | | | | | | | | | col_2 >= 4.36 | | | | | | | | | | | | | | | | col_1 < 4.09 | | | | | | | | | | | | | | | | | col_5 < 4.23 : N (1.04/0) | | | | | | | | | | | | | | | | | col_5 >= 4.23 : P (0.97/0) | | | | | | | | | | | | | | | | col_1 >= 4.09 : N (4.14/0) | | | | | | | | | | | | | | col_2 >= 4.39 | | | | | | | | | | | | | | | col_1 < 4.23 : P (6.76/0) | | | | | | | | | | | | | | | col_1 >= 4.23 | | | | | | | | | | | | | | | | col_2 < 4.43 : P (1.93/0) | | | | | | | | | | | | | | | | col_2 >= 4.43 : N (1.04/0) | | | | | | | | | | | | | col_6 >= 4.24 : N (3.11/0) | | | | | | | | | | | col_4 >= 4.39 : P (5.8/0) | | | | | | | | | | col_1 >= 4.34 | | | | | | | | | | | col_4 < 4.33 | | | | | | | | | | | | col_3 < 4.17 | | | | | | | | | | | | | col_1 < 4.42 | | | | | | | | | | | | | | col_1 < 4.37 : P (0.97/0) | | | | | | | | | | | | | | col_1 >= 4.37 : N (1.04/0) | | | | | | | | | | | | | col_1 >= 4.42 : P (5.8/0) | | | | | | | | | | | | col_3 >= 4.17 | | | | | | | | | | | | | col_6 < 4.19 : N (5.18/0) | | | | | | | | | | | | | col_6 >= 4.19 | | | | | | | | | | | | | | col_6 < 4.2 : P (3.87/0) | | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | | col_6 < 4.21 : N (5.18/0) | | | | | | | | | | | | | | | col_6 >= 4.21 | | | | | | | | | | | | | | | | col_3 < 4.37 | | | | | | | | | | | | | | | | | col_2 < 4.24 | | | | | | | | | | | | | | | | | | col_6 < 4.23 | | | | | | | | | | | | | | | | | | | col_5 < 4.22 : P (1.93/0) | | | | | | | | | | | | | | | | | | | col_5 >= 4.22 : N (1.04/0) | | | | | | | | | | | | | | | | | | col_6 >= 4.23 : N (2.07/0) | | | | | | | | | | | | | | | | | col_2 >= 4.24 : P (4.83/0) | | | | | | | | | | | | | | | | col_3 >= 4.37 : N (2.07/0) | | | | | | | | | | | col_4 >= 4.33 : N (6.22/0) | | | | | | | | | col_5 >= 4.3 : N (2.07/0) | | | | | | | | col_5 >= 4.31 : P (7.73/0) | | | | | | | col_1 >= 4.53 | | | | | | | | col_2 < 4.2 | | | | | | | | | col_3 < 4.16 : P (0.97/0) | | | | | | | | | col_3 >= 4.16 | | | | | | | | | | col_1 < 4.6 : P (0.97/0) | | | | | | | | | | col_1 >= 4.6 : N (2.07/0) | | | | | | | | col_2 >= 4.2 : P (10.63/0) | | | | | | col_5 >= 4.34 : N (4.14/0) | | | | | col_6 >= 4.24 : P (5.8/0) | | | | col_2 >= 4.47 | | | | | col_3 < 4.39 | | | | | | col_7 < 4.26 | | | | | | | col_7 < 4.19 | | | | | | | | col_1 < 4.57 : P (1.93/0) | | | | | | | | col_1 >= 4.57 : N (1.04/0) | | | | | | | col_7 >= 4.19 | | | | | | | | col_3 < 4.18 | | | | | | | | | col_3 < 4.11 : N (1.04/0) | | | | | | | | | col_3 >= 4.11 : P (0.97/0) | | | | | | | | col_3 >= 4.18 : N (9.32/0) | | | | | | col_7 >= 4.26 : P (1.93/0) | | | | | col_3 >= 4.39 : P (1.93/0) | | col_6 >= 4.24 | | | col_2 < 4.11 : N (4.14/0) | | | col_2 >= 4.11 | | | | col_7 < 4.29 | | | | | col_5 < 4.25 | | | | | | col_6 < 4.27 | | | | | | | col_4 < 4.19 | | | | | | | | col_3 < 4.49 : N (9.32/0) | | | | | | | | col_3 >= 4.49 : P (0.97/0) | | | | | | | col_4 >= 4.19 | | | | | | | | col_4 < 4.22 : P (6.76/0) | | | | | | | | col_4 >= 4.22 | | | | | | | | | col_6 < 4.26 | | | | | | | | | | col_5 < 4.15 : N (2.07/0) | | | | | | | | | | col_5 >= 4.15 | | | | | | | | | | | col_6 < 4.26 | | | | | | | | | | | | col_2 < 4.31 | | | | | | | | | | | | | col_2 < 4.16 : N (1.04/0) | | | | | | | | | | | | | col_2 >= 4.16 : P (2.9/0) | | | | | | | | | | | | col_2 >= 4.31 | | | | | | | | | | | | | col_3 < 4.13 | | | | | | | | | | | | | | col_1 < 4.24 : P (0.97/0) | | | | | | | | | | | | | | col_1 >= 4.24 : N (1.04/0) | | | | | | | | | | | | | col_3 >= 4.13 : N (3.11/0) | | | | | | | | | | | col_6 >= 4.26 : P (3.87/0) | | | | | | | | | col_6 >= 4.26 : N (6.22/0) | | | | | | col_6 >= 4.27 | | | | | | | col_7 < 4.19 : N (3.11/0) | | | | | | | col_7 >= 4.19 | | | | | | | | col_4 < 4.15 : P (6.76/0) | | | | | | | | col_4 >= 4.15 | | | | | | | | | col_7 < 4.26 | | | | | | | | | | col_6 < 4.3 | | | | | | | | | | | col_2 < 4.17 | | | | | | | | | | | | col_5 < 4.21 : N (2.07/0) | | | | | | | | | | | | col_5 >= 4.21 : P (0.97/0) | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | | | col_1 < 4.2 : P (0.97/0) | | | | | | | | | | | | | col_1 >= 4.2 | | | | | | | | | | | | | | col_2 < 4.41 : N (2.07/0) | | | | | | | | | | | | | | col_2 >= 4.41 : P (0.97/0) | | | | | | | | | | | | col_4 >= 4.22 : P (12.56/0) | | | | | | | | | | col_6 >= 4.3 | | | | | | | | | | | col_3 < 4.23 | | | | | | | | | | | | col_1 < 4.42 : N (1.04/0) | | | | | | | | | | | | col_1 >= 4.42 : P (1.93/0) | | | | | | | | | | | col_3 >= 4.23 : N (4.14/0) | | | | | | | | | col_7 >= 4.26 : P (5.8/0) | | | | | col_5 >= 4.25 | | | | | | col_5 < 4.25 : N (5.18/0) | | | | | | col_5 >= 4.25 | | | | | | | col_6 < 4.3 | | | | | | | | col_4 < 4.16 : N (6.22/0) | | | | | | | | col_4 >= 4.16 | | | | | | | | | col_5 < 4.26 : P (1.93/0) | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | col_7 < 4.26 | | | | | | | | | | | col_1 < 3.97 : P (1.93/0) | | | | | | | | | | | col_1 >= 3.97 | | | | | | | | | | | | col_2 < 4.49 | | | | | | | | | | | | | col_5 < 4.37 | | | | | | | | | | | | | | col_2 < 4.33 | | | | | | | | | | | | | | | col_4 < 4.3 | | | | | | | | | | | | | | | | col_4 < 4.26 | | | | | | | | | | | | | | | | | col_6 < 4.28 : N (5.18/0) | | | | | | | | | | | | | | | | | col_6 >= 4.28 : P (0.97/0) | | | | | | | | | | | | | | | | col_4 >= 4.26 | | | | | | | | | | | | | | | | | col_6 < 4.25 : N (1.04/0) | | | | | | | | | | | | | | | | | col_6 >= 4.25 : P (4.83/0) | | | | | | | | | | | | | | | col_4 >= 4.3 : N (5.18/0) | | | | | | | | | | | | | | col_2 >= 4.33 : N (7.25/0) | | | | | | | | | | | | | col_5 >= 4.37 : P (1.93/0) | | | | | | | | | | | | col_2 >= 4.49 : P (1.93/0) | | | | | | | | | | col_7 >= 4.26 : N (3.11/0) | | | | | | | col_6 >= 4.3 | | | | | | | | col_5 < 4.33 : P (5.8/0) | | | | | | | | col_5 >= 4.33 : N (1.04/0) | | | | col_7 >= 4.29 : N (5.18/0) col_1 >= 4.74 : N (4.14/0) Size of the tree : 235 RandomTree ========== col_1 < 4.74 | col_6 < 4.24 | | col_3 < 4.05 | | | col_2 < 4.17 | | | | col_1 < 4.19 : P (1.93/0) | | | | col_1 >= 4.19 : N (1.04/0) | | | col_2 >= 4.17 : P (6.76/0) | | col_3 >= 4.05 | | | col_2 < 4.09 | | | | col_7 < 4.22 : N (8.29/0) | | | | col_7 >= 4.22 | | | | | col_2 < 4.07 | | | | | | col_1 < 4.49 | | | | | | | col_5 < 4.26 | | | | | | | | col_7 < 4.25 | | | | | | | | | col_1 < 4.21 : P (4.83/0) | | | | | | | | | col_1 >= 4.21 | | | | | | | | | | col_1 < 4.33 : N (1.04/0) | | | | | | | | | | col_1 >= 4.33 : P (0.97/0) | | | | | | | | col_7 >= 4.25 : N (3.11/0) | | | | | | | col_5 >= 4.26 : N (4.14/0) | | | | | | col_1 >= 4.49 : P (1.93/0) | | | | | col_2 >= 4.07 : N (4.14/0) | | | col_2 >= 4.09 | | | | col_6 < 4.24 | | | | | col_7 < 4.2 | | | | | | col_1 < 4.59 | | | | | | | col_1 < 4.45 | | | | | | | | col_3 < 4.4 | | | | | | | | | col_4 < 4.16 | | | | | | | | | | col_4 < 4.15 | | | | | | | | | | | col_3 < 4.38 | | | | | | | | | | | | col_1 < 4.13 | | | | | | | | | | | | | col_3 < 4.22 : P (0.97/0) | | | | | | | | | | | | | col_3 >= 4.22 : N (2.07/0) | | | | | | | | | | | | col_1 >= 4.13 : P (2.9/0) | | | | | | | | | | | col_3 >= 4.38 : N (1.04/0) | | | | | | | | | | col_4 >= 4.15 : N (2.07/0) | | | | | | | | | col_4 >= 4.16 | | | | | | | | | | col_7 < 4.18 : N (1.04/0) | | | | | | | | | | col_7 >= 4.18 | | | | | | | | | | | col_1 < 4.41 | | | | | | | | | | | | col_2 < 4.24 | | | | | | | | | | | | | col_7 < 4.19 : N (1.04/0) | | | | | | | | | | | | | col_7 >= 4.19 | | | | | | | | | | | | | | col_1 < 4.07 : N (1.04/0) | | | | | | | | | | | | | | col_1 >= 4.07 : P (4.83/0) | | | | | | | | | | | | col_2 >= 4.24 : P (7.73/0) | | | | | | | | | | | col_1 >= 4.41 : N (1.04/0) | | | | | | | | col_3 >= 4.4 : P (4.83/0) | | | | | | | col_1 >= 4.45 : P (6.76/0) | | | | | | col_1 >= 4.59 : N (2.07/0) | | | | | col_7 >= 4.2 | | | | | | col_7 < 4.23 | | | | | | | col_2 < 4.18 | | | | | | | | col_1 < 4.14 | | | | | | | | | col_2 < 4.13 : P (0.97/0) | | | | | | | | | col_2 >= 4.13 : N (2.07/0) | | | | | | | | col_1 >= 4.14 : N (7.25/0) | | | | | | | col_2 >= 4.18 | | | | | | | | col_3 < 4.2 | | | | | | | | | col_1 < 4.46 : N (9.32/0) | | | | | | | | | col_1 >= 4.46 : P (1.93/0) | | | | | | | | col_3 >= 4.2 | | | | | | | | | col_3 < 4.22 : P (3.87/0) | | | | | | | | | col_3 >= 4.22 | | | | | | | | | | col_2 < 4.26 | | | | | | | | | | | col_7 < 4.2 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | | col_2 < 4.21 | | | | | | | | | | | | | col_3 < 4.31 : N (1.04/0) | | | | | | | | | | | | | col_3 >= 4.31 : P (0.97/0) | | | | | | | | | | | | col_2 >= 4.21 : P (6.76/0) | | | | | | | | | | col_2 >= 4.26 | | | | | | | | | | | col_3 < 4.26 : N (5.18/0) | | | | | | | | | | | col_3 >= 4.26 | | | | | | | | | | | | col_3 < 4.28 : P (1.93/0) | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | col_4 < 4.31 | | | | | | | | | | | | | | col_6 < 4.23 | | | | | | | | | | | | | | | col_5 < 4.25 | | | | | | | | | | | | | | | | col_6 < 4.21 : N (2.07/0) | | | | | | | | | | | | | | | | col_6 >= 4.21 : P (0.97/0) | | | | | | | | | | | | | | | col_5 >= 4.25 : P (2.9/0) | | | | | | | | | | | | | | col_6 >= 4.23 : N (2.07/0) | | | | | | | | | | | | | col_4 >= 4.31 : N (4.14/0) | | | | | | col_7 >= 4.23 | | | | | | | col_4 < 4.12 : P (4.83/0) | | | | | | | col_4 >= 4.12 | | | | | | | | col_2 < 4.43 | | | | | | | | | col_7 < 4.25 | | | | | | | | | | col_3 < 4.27 | | | | | | | | | | | col_1 < 4.26 | | | | | | | | | | | | col_1 < 4.18 | | | | | | | | | | | | | col_2 < 4.24 | | | | | | | | | | | | | | col_2 < 4.23 | | | | | | | | | | | | | | | col_4 < 4.17 : N (1.04/0) | | | | | | | | | | | | | | | col_4 >= 4.17 : P (2.9/0) | | | | | | | | | | | | | | col_2 >= 4.23 : N (1.04/0) | | | | | | | | | | | | | col_2 >= 4.24 : P (3.87/0) | | | | | | | | | | | | col_1 >= 4.18 : N (2.07/0) | | | | | | | | | | | col_1 >= 4.26 : P (5.8/0) | | | | | | | | | | col_3 >= 4.27 : P (10.63/0) | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | col_7 < 4.25 : N (3.11/0) | | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | | col_3 < 4.09 : N (2.07/0) | | | | | | | | | | | col_3 >= 4.09 | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | col_5 < 4.27 | | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | | col_7 < 4.26 | | | | | | | | | | | | | | | | col_7 < 4.26 | | | | | | | | | | | | | | | | | col_2 < 4.17 : P (1.93/0) | | | | | | | | | | | | | | | | | col_2 >= 4.17 : N (2.07/0) | | | | | | | | | | | | | | | | col_7 >= 4.26 : P (3.87/0) | | | | | | | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | | | | | | | col_7 < 4.28 : N (4.14/0) | | | | | | | | | | | | | | | | col_7 >= 4.28 : P (0.97/0) | | | | | | | | | | | | | | col_6 >= 4.2 : N (5.18/0) | | | | | | | | | | | | | col_5 >= 4.27 : P (3.87/0) | | | | | | | | | | | | col_6 >= 4.22 | | | | | | | | | | | | | col_5 < 4.21 : P (8.7/0) | | | | | | | | | | | | | col_5 >= 4.21 | | | | | | | | | | | | | | col_4 < 4.2 : N (2.07/0) | | | | | | | | | | | | | | col_4 >= 4.2 : P (4.83/0) | | | | | | | | col_2 >= 4.43 | | | | | | | | | col_7 < 4.26 | | | | | | | | | | col_5 < 4.28 : N (9.32/0) | | | | | | | | | | col_5 >= 4.28 | | | | | | | | | | | col_1 < 3.99 : P (0.97/0) | | | | | | | | | | | col_1 >= 3.99 : N (1.04/0) | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | col_5 < 4.21 : N (1.04/0) | | | | | | | | | | col_5 >= 4.21 : P (4.83/0) | | | | col_6 >= 4.24 : P (5.8/0) | col_6 >= 4.24 | | col_3 < 4.24 | | | col_4 < 4.19 | | | | col_6 < 4.29 | | | | | col_3 < 4.15 : N (8.29/0) | | | | | col_3 >= 4.15 | | | | | | col_1 < 4.09 : N (2.07/0) | | | | | | col_1 >= 4.09 | | | | | | | col_5 < 4.23 : P (1.93/0) | | | | | | | col_5 >= 4.23 | | | | | | | | col_1 < 4.14 : P (0.97/0) | | | | | | | | col_1 >= 4.14 : N (3.11/0) | | | | col_6 >= 4.29 : P (2.9/0) | | | col_4 >= 4.19 | | | | col_7 < 4.29 | | | | | col_2 < 4.58 | | | | | | col_5 < 4.2 | | | | | | | col_4 < 4.21 : P (2.9/0) | | | | | | | col_4 >= 4.21 | | | | | | | | col_2 < 4.25 : N (6.22/0) | | | | | | | | col_2 >= 4.25 | | | | | | | | | col_1 < 4.12 : N (1.04/0) | | | | | | | | | col_1 >= 4.12 : P (2.9/0) | | | | | | col_5 >= 4.2 | | | | | | | col_1 < 4.14 : P (9.66/0) | | | | | | | col_1 >= 4.14 | | | | | | | | col_5 < 4.32 | | | | | | | | | col_1 < 4.28 | | | | | | | | | | col_2 < 4.33 : P (1.93/0) | | | | | | | | | | col_2 >= 4.33 | | | | | | | | | | | col_1 < 4.16 : P (0.97/0) | | | | | | | | | | | col_1 >= 4.16 : N (4.14/0) | | | | | | | | | col_1 >= 4.28 | | | | | | | | | | col_7 < 4.17 : N (1.04/0) | | | | | | | | | | col_7 >= 4.17 | | | | | | | | | | | col_1 < 4.41 : P (6.76/0) | | | | | | | | | | | col_1 >= 4.41 | | | | | | | | | | | | col_1 < 4.42 : N (1.04/0) | | | | | | | | | | | | col_1 >= 4.42 | | | | | | | | | | | | | col_2 < 4.06 : N (1.04/0) | | | | | | | | | | | | | col_2 >= 4.06 : P (6.76/0) | | | | | | | | col_5 >= 4.32 : N (2.07/0) | | | | | col_2 >= 4.58 : N (2.07/0) | | | | col_7 >= 4.29 : N (3.11/0) | | col_3 >= 4.24 | | | col_6 < 4.35 | | | | col_5 < 4.27 | | | | | col_3 < 4.25 : N (8.29/0) | | | | | col_3 >= 4.25 | | | | | | col_2 < 4.45 | | | | | | | col_7 < 4.21 | | | | | | | | col_5 < 4.17 | | | | | | | | | col_5 < 4.12 : N (1.04/0) | | | | | | | | | col_5 >= 4.12 : P (1.93/0) | | | | | | | | col_5 >= 4.17 : N (8.29/0) | | | | | | | col_7 >= 4.21 | | | | | | | | col_7 < 4.21 : P (2.9/0) | | | | | | | | col_7 >= 4.21 | | | | | | | | | col_4 < 4.22 | | | | | | | | | | col_3 < 4.31 : P (4.83/0) | | | | | | | | | | col_3 >= 4.31 | | | | | | | | | | | col_1 < 4.36 | | | | | | | | | | | | col_2 < 4.15 : P (1.93/0) | | | | | | | | | | | | col_2 >= 4.15 | | | | | | | | | | | | | col_4 < 4.2 | | | | | | | | | | | | | | col_3 < 4.43 : N (4.14/0) | | | | | | | | | | | | | | col_3 >= 4.43 : P (0.97/0) | | | | | | | | | | | | | col_4 >= 4.2 : P (1.93/0) | | | | | | | | | | | col_1 >= 4.36 : N (3.11/0) | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | col_2 < 4.32 | | | | | | | | | | | col_7 < 4.23 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | | | col_2 < 4.16 : N (4.14/0) | | | | | | | | | | | | col_2 >= 4.16 | | | | | | | | | | | | | col_4 < 4.41 | | | | | | | | | | | | | | col_7 < 4.26 : P (5.8/0) | | | | | | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | | | | | | col_1 < 4.14 | | | | | | | | | | | | | | | | col_1 < 3.87 : N (1.04/0) | | | | | | | | | | | | | | | | col_1 >= 3.87 : P (0.97/0) | | | | | | | | | | | | | | | col_1 >= 4.14 : N (1.04/0) | | | | | | | | | | | | | col_4 >= 4.41 : N (2.07/0) | | | | | | | | | | col_2 >= 4.32 : N (6.22/0) | | | | | | col_2 >= 4.45 | | | | | | | col_6 < 4.26 | | | | | | | | col_4 < 4.21 : N (2.07/0) | | | | | | | | col_4 >= 4.21 : P (0.97/0) | | | | | | | col_6 >= 4.26 : P (5.8/0) | | | | col_5 >= 4.27 | | | | | col_6 < 4.26 : N (5.18/0) | | | | | col_6 >= 4.26 | | | | | | col_4 < 4.28 : N (8.29/0) | | | | | | col_4 >= 4.28 | | | | | | | col_1 < 4.11 : N (1.04/0) | | | | | | | col_1 >= 4.11 : P (2.9/0) | | | col_6 >= 4.35 : P (2.9/0) col_1 >= 4.74 : N (4.14/0) Size of the tree : 235 RandomTree ========== col_2 < 4.09 | col_4 < 4.16 : N (7.25/0) | col_4 >= 4.16 | | col_5 < 4.12 : P (1.93/0) | | col_5 >= 4.12 | | | col_7 < 4.22 | | | | col_6 < 4.24 : N (8.29/0) | | | | col_6 >= 4.24 | | | | | col_2 < 4.06 | | | | | | col_3 < 4.2 : N (4.14/0) | | | | | | col_3 >= 4.2 | | | | | | | col_3 < 4.22 : P (0.97/0) | | | | | | | col_3 >= 4.22 : N (1.04/0) | | | | | col_2 >= 4.06 : P (1.93/0) | | | col_7 >= 4.22 | | | | col_7 < 4.26 | | | | | col_4 < 4.19 : P (2.9/0) | | | | | col_4 >= 4.19 | | | | | | col_6 < 4.19 : P (1.93/0) | | | | | | col_6 >= 4.19 | | | | | | | col_5 < 4.27 | | | | | | | | col_2 < 3.97 : N (3.11/0) | | | | | | | | col_2 >= 3.97 | | | | | | | | | col_2 < 4.07 | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | col_1 < 4.27 : P (2.9/0) | | | | | | | | | | | col_1 >= 4.27 | | | | | | | | | | | | col_2 < 4.07 : N (3.11/0) | | | | | | | | | | | | col_2 >= 4.07 : P (0.97/0) | | | | | | | | | | col_7 >= 4.24 : P (2.9/0) | | | | | | | | | col_2 >= 4.07 : N (3.11/0) | | | | | | | col_5 >= 4.27 : N (3.11/0) | | | | col_7 >= 4.26 : N (3.11/0) col_2 >= 4.09 | col_6 < 4.24 | | col_6 < 4.24 | | | col_1 < 4.74 | | | | col_3 < 4.02 : P (3.87/0) | | | | col_3 >= 4.02 | | | | | col_7 < 4.2 | | | | | | col_1 < 4.59 | | | | | | | col_4 < 4.16 | | | | | | | | col_2 < 4.22 : N (2.07/0) | | | | | | | | col_2 >= 4.22 | | | | | | | | | col_7 < 4.19 : P (1.93/0) | | | | | | | | | col_7 >= 4.19 | | | | | | | | | | col_3 < 4.22 : P (1.93/0) | | | | | | | | | | col_3 >= 4.22 | | | | | | | | | | | col_2 < 4.27 : P (1.93/0) | | | | | | | | | | | col_2 >= 4.27 : N (3.11/0) | | | | | | | col_4 >= 4.16 | | | | | | | | col_6 < 4.16 : N (1.04/0) | | | | | | | | col_6 >= 4.16 | | | | | | | | | col_2 < 4.58 | | | | | | | | | | col_4 < 4.25 | | | | | | | | | | | col_5 < 4.29 | | | | | | | | | | | | col_3 < 4.13 | | | | | | | | | | | | | col_1 < 4.26 : N (1.04/0) | | | | | | | | | | | | | col_1 >= 4.26 : P (0.97/0) | | | | | | | | | | | | col_3 >= 4.13 : P (9.66/0) | | | | | | | | | | | col_5 >= 4.29 : N (1.04/0) | | | | | | | | | | col_4 >= 4.25 : P (10.63/0) | | | | | | | | | col_2 >= 4.58 | | | | | | | | | | col_2 < 4.67 : N (1.04/0) | | | | | | | | | | col_2 >= 4.67 : P (0.97/0) | | | | | | col_1 >= 4.59 : N (2.07/0) | | | | | col_7 >= 4.2 | | | | | | col_1 < 4.53 | | | | | | | col_4 < 4.13 | | | | | | | | col_2 < 4.43 : P (6.76/0) | | | | | | | | col_2 >= 4.43 : N (1.04/0) | | | | | | | col_4 >= 4.13 | | | | | | | | col_5 < 4.34 | | | | | | | | | col_7 < 4.23 | | | | | | | | | | col_7 < 4.2 : N (4.14/0) | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | col_2 < 4.21 | | | | | | | | | | | | col_1 < 4.08 | | | | | | | | | | | | | col_2 < 4.13 : P (0.97/0) | | | | | | | | | | | | | col_2 >= 4.13 : N (2.07/0) | | | | | | | | | | | | col_1 >= 4.08 : N (5.18/0) | | | | | | | | | | | col_2 >= 4.21 | | | | | | | | | | | | col_2 < 4.24 : P (5.8/0) | | | | | | | | | | | | col_2 >= 4.24 | | | | | | | | | | | | | col_4 < 4.19 | | | | | | | | | | | | | | col_6 < 4.19 : N (1.04/0) | | | | | | | | | | | | | | col_6 >= 4.19 : P (2.9/0) | | | | | | | | | | | | | col_4 >= 4.19 | | | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | | | col_2 < 4.51 : N (8.29/0) | | | | | | | | | | | | | | | | col_2 >= 4.51 | | | | | | | | | | | | | | | | | col_1 < 4.08 : N (1.04/0) | | | | | | | | | | | | | | | | | col_1 >= 4.08 : P (0.97/0) | | | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | | | col_1 < 4.26 : P (2.9/0) | | | | | | | | | | | | | | | | col_1 >= 4.26 | | | | | | | | | | | | | | | | | col_1 < 4.41 : N (1.04/0) | | | | | | | | | | | | | | | | | col_1 >= 4.41 : P (0.97/0) | | | | | | | | | | | | | | col_6 >= 4.22 : N (5.18/0) | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | col_4 < 4.14 : N (4.14/0) | | | | | | | | | | col_4 >= 4.14 | | | | | | | | | | | col_4 < 4.16 : P (3.87/0) | | | | | | | | | | | col_4 >= 4.16 | | | | | | | | | | | | col_4 < 4.17 : N (3.11/0) | | | | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | | | | col_5 < 4.19 | | | | | | | | | | | | | | col_3 < 4.28 | | | | | | | | | | | | | | | col_3 < 4.2 | | | | | | | | | | | | | | | | col_1 < 4.16 : N (2.07/0) | | | | | | | | | | | | | | | | col_1 >= 4.16 | | | | | | | | | | | | | | | | | col_1 < 4.39 : P (1.93/0) | | | | | | | | | | | | | | | | | col_1 >= 4.39 : N (1.04/0) | | | | | | | | | | | | | | | col_3 >= 4.2 : N (5.18/0) | | | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | | | col_7 < 4.26 : P (4.83/0) | | | | | | | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | | | | | | | col_6 < 4.18 : N (2.07/0) | | | | | | | | | | | | | | | | col_6 >= 4.18 : P (0.97/0) | | | | | | | | | | | | | col_5 >= 4.19 | | | | | | | | | | | | | | col_2 < 4.43 | | | | | | | | | | | | | | | col_2 < 4.38 | | | | | | | | | | | | | | | | col_1 < 3.87 : N (3.11/0) | | | | | | | | | | | | | | | | col_1 >= 3.87 | | | | | | | | | | | | | | | | | col_7 < 4.24 : P (6.76/0) | | | | | | | | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | | | | | | | | col_2 < 4.35 | | | | | | | | | | | | | | | | | | | col_5 < 4.27 | | | | | | | | | | | | | | | | | | | | col_2 < 4.17 : P (3.87/0) | | | | | | | | | | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | | | | | | | | | | col_1 < 4.11 | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.22 : P (3.87/0) | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.22 | | | | | | | | | | | | | | | | | | | | | | | col_2 < 4.27 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | | | | col_2 >= 4.27 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | col_1 >= 4.11 | | | | | | | | | | | | | | | | | | | | | | col_6 < 4.19 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | | col_6 >= 4.19 | | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.26 : N (3.11/0) | | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.26 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.26 : N (2.07/0) | | | | | | | | | | | | | | | | | | | col_5 >= 4.27 : P (5.8/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.35 : N (2.07/0) | | | | | | | | | | | | | | | col_2 >= 4.38 : P (8.7/0) | | | | | | | | | | | | | | col_2 >= 4.43 | | | | | | | | | | | | | | | col_7 < 4.27 | | | | | | | | | | | | | | | | col_3 < 4.44 | | | | | | | | | | | | | | | | | col_6 < 4.24 : N (6.22/0) | | | | | | | | | | | | | | | | | col_6 >= 4.24 : P (0.97/0) | | | | | | | | | | | | | | | | col_3 >= 4.44 : P (0.97/0) | | | | | | | | | | | | | | | col_7 >= 4.27 : P (1.93/0) | | | | | | | | col_5 >= 4.34 : N (4.14/0) | | | | | | col_1 >= 4.53 | | | | | | | col_6 < 4.15 : N (1.04/0) | | | | | | | col_6 >= 4.15 | | | | | | | | col_4 < 4.14 | | | | | | | | | col_3 < 4.21 : N (1.04/0) | | | | | | | | | col_3 >= 4.21 : P (0.97/0) | | | | | | | | col_4 >= 4.14 : P (11.6/0) | | | col_1 >= 4.74 : N (3.11/0) | | col_6 >= 4.24 : P (5.8/0) | col_6 >= 4.24 | | col_6 < 4.26 | | | col_7 < 4.21 | | | | col_4 < 4.19 | | | | | col_5 < 4.17 : P (0.97/0) | | | | | col_5 >= 4.17 : N (4.14/0) | | | | col_4 >= 4.19 | | | | | col_4 < 4.28 : P (6.76/0) | | | | | col_4 >= 4.28 : N (2.07/0) | | | col_7 >= 4.21 | | | | col_1 < 4.35 | | | | | col_6 < 4.25 | | | | | | col_3 < 4.35 | | | | | | | col_2 < 4.15 : N (2.07/0) | | | | | | | col_2 >= 4.15 | | | | | | | | col_5 < 4.29 : P (3.87/0) | | | | | | | | col_5 >= 4.29 : N (1.04/0) | | | | | | col_3 >= 4.35 : N (3.11/0) | | | | | col_6 >= 4.25 : N (11.4/0) | | | | col_1 >= 4.35 : N (8.29/0) | | col_6 >= 4.26 | | | col_6 < 4.26 : P (6.76/0) | | | col_6 >= 4.26 | | | | col_7 < 4.19 : N (6.22/0) | | | | col_7 >= 4.19 | | | | | col_1 < 4.59 | | | | | | col_6 < 4.27 | | | | | | | col_5 < 4.26 | | | | | | | | col_7 < 4.24 : N (6.22/0) | | | | | | | | col_7 >= 4.24 | | | | | | | | | col_7 < 4.24 : P (0.97/0) | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | col_1 < 4.39 : N (4.14/0) | | | | | | | | | | col_1 >= 4.39 : P (0.97/0) | | | | | | | col_5 >= 4.26 | | | | | | | | col_3 < 4.34 : P (2.9/0) | | | | | | | | col_3 >= 4.34 : N (1.04/0) | | | | | | col_6 >= 4.27 | | | | | | | col_4 < 4.22 | | | | | | | | col_7 < 4.23 | | | | | | | | | col_3 < 4.28 | | | | | | | | | | col_6 < 4.27 | | | | | | | | | | | col_5 < 4.23 : N (1.04/0) | | | | | | | | | | | col_5 >= 4.23 | | | | | | | | | | | | col_1 < 4.32 : P (0.97/0) | | | | | | | | | | | | col_1 >= 4.32 : N (1.04/0) | | | | | | | | | | col_6 >= 4.27 : P (8.7/0) | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | col_1 < 4.51 : N (4.14/0) | | | | | | | | | | col_1 >= 4.51 : P (0.97/0) | | | | | | | | col_7 >= 4.23 | | | | | | | | | col_5 < 4.29 | | | | | | | | | | col_3 < 4.3 : N (6.22/0) | | | | | | | | | | col_3 >= 4.3 | | | | | | | | | | | col_1 < 4.36 | | | | | | | | | | | | col_4 < 4.18 : P (4.83/0) | | | | | | | | | | | | col_4 >= 4.18 : N (1.04/0) | | | | | | | | | | | col_1 >= 4.36 : N (1.04/0) | | | | | | | | | col_5 >= 4.29 : N (3.11/0) | | | | | | | col_4 >= 4.22 | | | | | | | | col_2 < 4.31 | | | | | | | | | col_1 < 4.45 : P (15.46/0) | | | | | | | | | col_1 >= 4.45 | | | | | | | | | | col_2 < 4.18 : N (1.04/0) | | | | | | | | | | col_2 >= 4.18 | | | | | | | | | | | col_1 < 4.46 : N (1.04/0) | | | | | | | | | | | col_1 >= 4.46 : P (2.9/0) | | | | | | | | col_2 >= 4.31 | | | | | | | | | col_1 < 4.06 : N (2.07/0) | | | | | | | | | col_1 >= 4.06 | | | | | | | | | | col_1 < 4.15 : P (1.93/0) | | | | | | | | | | col_1 >= 4.15 | | | | | | | | | | | col_5 < 4.25 | | | | | | | | | | | | col_6 < 4.33 : P (4.83/0) | | | | | | | | | | | | col_6 >= 4.33 : N (1.04/0) | | | | | | | | | | | col_5 >= 4.25 | | | | | | | | | | | | col_4 < 4.32 : N (3.11/0) | | | | | | | | | | | | col_4 >= 4.32 | | | | | | | | | | | | | col_2 < 4.43 : N (1.04/0) | | | | | | | | | | | | | col_2 >= 4.43 : P (0.97/0) | | | | | col_1 >= 4.59 : N (2.07/0) Size of the tree : 245 RandomTree ========== col_1 < 4.74 | col_2 < 4.09 | | col_5 < 4.12 : P (1.93/0) | | col_5 >= 4.12 | | | col_2 < 4.08 | | | | col_4 < 4.16 : N (5.18/0) | | | | col_4 >= 4.16 | | | | | col_5 < 4.21 | | | | | | col_7 < 4.22 : N (7.25/0) | | | | | | col_7 >= 4.22 | | | | | | | col_7 < 4.25 | | | | | | | | col_4 < 4.19 : P (0.97/0) | | | | | | | | col_4 >= 4.19 | | | | | | | | | col_7 < 4.23 | | | | | | | | | | col_2 < 3.97 : N (1.04/0) | | | | | | | | | | col_2 >= 3.97 : P (1.93/0) | | | | | | | | | col_7 >= 4.23 : N (2.07/0) | | | | | | | col_7 >= 4.25 : N (3.11/0) | | | | | col_5 >= 4.21 | | | | | | col_2 < 3.98 | | | | | | | col_7 < 4.26 : N (4.14/0) | | | | | | | col_7 >= 4.26 | | | | | | | | col_1 < 4.1 : N (1.04/0) | | | | | | | | col_1 >= 4.1 : P (0.97/0) | | | | | | col_2 >= 3.98 | | | | | | | col_1 < 4.18 : P (4.83/0) | | | | | | | col_1 >= 4.18 | | | | | | | | col_2 < 4.06 | | | | | | | | | col_7 < 4.24 | | | | | | | | | | col_3 < 4.31 | | | | | | | | | | | col_2 < 4.06 : N (3.11/0) | | | | | | | | | | | col_2 >= 4.06 : P (0.97/0) | | | | | | | | | | col_3 >= 4.31 : P (0.97/0) | | | | | | | | | col_7 >= 4.24 : P (3.87/0) | | | | | | | | col_2 >= 4.06 : N (3.11/0) | | | col_2 >= 4.08 : N (5.18/0) | col_2 >= 4.09 | | col_2 < 4.51 | | | col_7 < 4.2 | | | | col_1 < 4.55 | | | | | col_3 < 4.25 | | | | | | col_2 < 4.21 | | | | | | | col_4 < 4.21 | | | | | | | | col_3 < 4.17 : N (2.07/0) | | | | | | | | col_3 >= 4.17 : P (0.97/0) | | | | | | | col_4 >= 4.21 : P (1.93/0) | | | | | | col_2 >= 4.21 : P (14.5/0) | | | | | col_3 >= 4.25 | | | | | | col_2 < 4.16 : P (3.87/0) | | | | | | col_2 >= 4.16 | | | | | | | col_7 < 4.2 | | | | | | | | col_2 < 4.5 | | | | | | | | | col_1 < 4.42 | | | | | | | | | | col_7 < 4.17 : P (0.97/0) | | | | | | | | | | col_7 >= 4.17 : N (9.32/0) | | | | | | | | | col_1 >= 4.42 : P (2.9/0) | | | | | | | | col_2 >= 4.5 : P (1.93/0) | | | | | | | col_7 >= 4.2 : P (1.93/0) | | | | col_1 >= 4.55 : N (2.07/0) | | | col_7 >= 4.2 | | | | col_5 < 4.25 | | | | | col_2 < 4.1 : N (3.11/0) | | | | | col_2 >= 4.1 | | | | | | col_4 < 4.07 : P (3.87/0) | | | | | | col_4 >= 4.07 | | | | | | | col_3 < 4 : P (3.87/0) | | | | | | | col_3 >= 4 | | | | | | | | col_4 < 4.09 : N (2.07/0) | | | | | | | | col_4 >= 4.09 | | | | | | | | | col_7 < 4.26 | | | | | | | | | | col_4 < 4.13 | | | | | | | | | | | col_3 < 4.39 : P (6.76/0) | | | | | | | | | | | col_3 >= 4.39 : N (1.04/0) | | | | | | | | | | col_4 >= 4.13 | | | | | | | | | | | col_4 < 4.14 : N (3.11/0) | | | | | | | | | | | col_4 >= 4.14 | | | | | | | | | | | | col_2 < 4.3 | | | | | | | | | | | | | col_2 < 4.17 | | | | | | | | | | | | | | col_3 < 4.42 | | | | | | | | | | | | | | | col_1 < 3.96 : N (3.11/0) | | | | | | | | | | | | | | | col_1 >= 3.96 | | | | | | | | | | | | | | | | col_7 < 4.21 : N (5.18/0) | | | | | | | | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | | | | | | | | col_3 < 4.25 | | | | | | | | | | | | | | | | | | col_7 < 4.23 | | | | | | | | | | | | | | | | | | | col_1 < 4.21 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_1 >= 4.21 : N (1.04/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.23 : P (4.83/0) | | | | | | | | | | | | | | | | | col_3 >= 4.25 | | | | | | | | | | | | | | | | | | col_2 < 4.16 : P (1.93/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.16 : N (3.11/0) | | | | | | | | | | | | | | col_3 >= 4.42 : P (1.93/0) | | | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | | | col_2 < 4.21 : P (8.7/0) | | | | | | | | | | | | | | col_2 >= 4.21 | | | | | | | | | | | | | | | col_6 < 4.19 : P (4.83/0) | | | | | | | | | | | | | | | col_6 >= 4.19 | | | | | | | | | | | | | | | | col_7 < 4.2 : N (2.07/0) | | | | | | | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | | | | | | | col_6 < 4.29 | | | | | | | | | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | | | | | | | | | col_3 < 4.26 | | | | | | | | | | | | | | | | | | | | col_4 < 4.23 | | | | | | | | | | | | | | | | | | | | | col_1 < 3.3 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | col_1 >= 3.3 : N (3.11/0) | | | | | | | | | | | | | | | | | | | | col_4 >= 4.23 | | | | | | | | | | | | | | | | | | | | | col_6 < 4.2 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | | col_6 >= 4.2 : P (6.76/0) | | | | | | | | | | | | | | | | | | | col_3 >= 4.26 : P (6.76/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | | | | | | | | | col_6 < 4.25 | | | | | | | | | | | | | | | | | | | | col_1 < 4.53 | | | | | | | | | | | | | | | | | | | | | col_1 < 4.23 : N (3.11/0) | | | | | | | | | | | | | | | | | | | | | col_1 >= 4.23 | | | | | | | | | | | | | | | | | | | | | | col_1 < 4.34 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | | col_1 >= 4.34 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | col_1 >= 4.53 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_6 >= 4.25 : P (1.93/0) | | | | | | | | | | | | | | | | | col_6 >= 4.29 : N (2.07/0) | | | | | | | | | | | | col_2 >= 4.3 | | | | | | | | | | | | | col_6 < 4.19 : N (4.14/0) | | | | | | | | | | | | | col_6 >= 4.19 | | | | | | | | | | | | | | col_2 < 4.38 | | | | | | | | | | | | | | | col_7 < 4.22 : N (7.25/0) | | | | | | | | | | | | | | | col_7 >= 4.22 | | | | | | | | | | | | | | | | col_2 < 4.34 | | | | | | | | | | | | | | | | | col_3 < 4.27 : N (3.11/0) | | | | | | | | | | | | | | | | | col_3 >= 4.27 : P (4.83/0) | | | | | | | | | | | | | | | | col_2 >= 4.34 : N (4.14/0) | | | | | | | | | | | | | | col_2 >= 4.38 | | | | | | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | | | | | | col_2 < 4.42 : P (7.73/0) | | | | | | | | | | | | | | | | col_2 >= 4.42 | | | | | | | | | | | | | | | | | col_2 < 4.45 | | | | | | | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | | | | | | | col_1 < 4.3 : P (2.9/0) | | | | | | | | | | | | | | | | | | | col_1 >= 4.3 : N (1.04/0) | | | | | | | | | | | | | | | | | | col_6 >= 4.24 : N (3.11/0) | | | | | | | | | | | | | | | | | col_2 >= 4.45 : P (3.87/0) | | | | | | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | | | | | | col_1 < 4.06 : P (0.97/0) | | | | | | | | | | | | | | | | col_1 >= 4.06 : N (5.18/0) | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | col_5 < 4.21 | | | | | | | | | | | col_7 < 4.27 | | | | | | | | | | | | col_3 < 4.06 : N (1.04/0) | | | | | | | | | | | | col_3 >= 4.06 | | | | | | | | | | | | | col_7 < 4.26 : P (2.9/0) | | | | | | | | | | | | | col_7 >= 4.26 | | | | | | | | | | | | | | col_4 < 4.13 : N (1.04/0) | | | | | | | | | | | | | | col_4 >= 4.13 | | | | | | | | | | | | | | | col_1 < 4.32 | | | | | | | | | | | | | | | | col_1 < 4.04 | | | | | | | | | | | | | | | | | col_3 < 4.24 : P (0.97/0) | | | | | | | | | | | | | | | | | col_3 >= 4.24 | | | | | | | | | | | | | | | | | | col_1 < 3.81 : P (0.97/0) | | | | | | | | | | | | | | | | | | col_1 >= 3.81 : N (2.07/0) | | | | | | | | | | | | | | | | col_1 >= 4.04 : P (6.76/0) | | | | | | | | | | | | | | | col_1 >= 4.32 : N (1.04/0) | | | | | | | | | | | col_7 >= 4.27 : N (4.14/0) | | | | | | | | | | col_5 >= 4.21 : P (12.56/0) | | | | col_5 >= 4.25 | | | | | col_6 < 4.32 | | | | | | col_6 < 4.24 | | | | | | | col_4 < 4.33 | | | | | | | | col_5 < 4.25 : N (3.11/0) | | | | | | | | col_5 >= 4.25 | | | | | | | | | col_2 < 4.21 | | | | | | | | | | col_7 < 4.23 : N (6.22/0) | | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | | col_3 < 4.19 : P (3.87/0) | | | | | | | | | | | col_3 >= 4.19 | | | | | | | | | | | | col_5 < 4.26 | | | | | | | | | | | | | col_2 < 4.1 : P (0.97/0) | | | | | | | | | | | | | col_2 >= 4.1 : N (3.11/0) | | | | | | | | | | | | col_5 >= 4.26 : P (1.93/0) | | | | | | | | | col_2 >= 4.21 | | | | | | | | | | col_7 < 4.22 : P (8.7/0) | | | | | | | | | | col_7 >= 4.22 | | | | | | | | | | | col_7 < 4.23 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | | | col_1 < 4.16 | | | | | | | | | | | | | | col_5 < 4.26 : P (0.97/0) | | | | | | | | | | | | | | col_5 >= 4.26 : N (3.11/0) | | | | | | | | | | | | | col_1 >= 4.16 | | | | | | | | | | | | | | col_7 < 4.25 : P (3.87/0) | | | | | | | | | | | | | | col_7 >= 4.25 : N (1.04/0) | | | | | | | | | | | | col_4 >= 4.22 : P (9.66/0) | | | | | | | col_4 >= 4.33 | | | | | | | | col_1 < 4.2 | | | | | | | | | col_4 < 4.37 : N (1.04/0) | | | | | | | | | col_4 >= 4.37 : P (2.9/0) | | | | | | | | col_1 >= 4.2 : N (7.25/0) | | | | | | col_6 >= 4.24 | | | | | | | col_6 < 4.26 : N (13.47/0) | | | | | | | col_6 >= 4.26 | | | | | | | | col_1 < 3.81 : P (0.97/0) | | | | | | | | col_1 >= 3.81 | | | | | | | | | col_7 < 4.25 | | | | | | | | | | col_5 < 4.26 : N (3.11/0) | | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | | col_5 < 4.27 : P (2.9/0) | | | | | | | | | | | col_5 >= 4.27 | | | | | | | | | | | | col_3 < 4.26 | | | | | | | | | | | | | col_5 < 4.34 : P (2.9/0) | | | | | | | | | | | | | col_5 >= 4.34 | | | | | | | | | | | | | | col_2 < 4.42 : P (0.97/0) | | | | | | | | | | | | | | col_2 >= 4.42 : N (1.04/0) | | | | | | | | | | | | col_3 >= 4.26 | | | | | | | | | | | | | col_3 < 4.46 : N (5.18/0) | | | | | | | | | | | | | col_3 >= 4.46 : P (0.97/0) | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | col_3 < 4.28 : N (8.29/0) | | | | | | | | | | col_3 >= 4.28 : P (0.97/0) | | | | | col_6 >= 4.32 : P (3.87/0) | | col_2 >= 4.51 | | | col_2 < 4.68 | | | | col_2 < 4.58 | | | | | col_7 < 4.21 | | | | | | col_1 < 4.11 : N (1.04/0) | | | | | | col_1 >= 4.11 : P (2.9/0) | | | | | col_7 >= 4.21 | | | | | | col_7 < 4.27 : N (7.25/0) | | | | | | col_7 >= 4.27 : P (0.97/0) | | | | col_2 >= 4.58 : N (7.25/0) | | | col_2 >= 4.68 | | | | col_2 < 4.89 : P (3.87/0) | | | | col_2 >= 4.89 : N (1.04/0) col_1 >= 4.74 : N (4.14/0) Size of the tree : 231 RandomTree ========== col_1 < 4.74 | col_1 < 4.46 | | col_1 < 4.34 | | | col_1 < 4.33 | | | | col_4 < 4.38 | | | | | col_5 < 4.12 : P (1.93/0) | | | | | col_5 >= 4.12 | | | | | | col_6 < 4.24 | | | | | | | col_4 < 4.36 | | | | | | | | col_4 < 4.35 | | | | | | | | | col_7 < 4.25 | | | | | | | | | | col_4 < 4.19 | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | col_3 < 4.42 | | | | | | | | | | | | | col_2 < 4.27 : N (5.18/0) | | | | | | | | | | | | | col_2 >= 4.27 | | | | | | | | | | | | | | col_2 < 4.42 : P (2.9/0) | | | | | | | | | | | | | | col_2 >= 4.42 : N (2.07/0) | | | | | | | | | | | | col_3 >= 4.42 : P (1.93/0) | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | col_4 < 4.14 | | | | | | | | | | | | | col_6 < 4.22 : P (2.9/0) | | | | | | | | | | | | | col_6 >= 4.22 | | | | | | | | | | | | | | col_1 < 4.19 : N (2.07/0) | | | | | | | | | | | | | | col_1 >= 4.19 : P (0.97/0) | | | | | | | | | | | | col_4 >= 4.14 : P (12.56/0) | | | | | | | | | | col_4 >= 4.19 | | | | | | | | | | | col_5 < 4.25 | | | | | | | | | | | | col_1 < 4.08 | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | col_5 < 4.23 | | | | | | | | | | | | | | | col_2 < 4.17 : P (1.93/0) | | | | | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | | | | | col_6 < 4.19 : N (2.07/0) | | | | | | | | | | | | | | | | col_6 >= 4.19 | | | | | | | | | | | | | | | | | col_1 < 4.03 : P (1.93/0) | | | | | | | | | | | | | | | | | col_1 >= 4.03 : N (1.04/0) | | | | | | | | | | | | | | col_5 >= 4.23 : P (2.9/0) | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | col_1 < 4.07 | | | | | | | | | | | | | | | col_6 < 4.23 : N (6.22/0) | | | | | | | | | | | | | | | col_6 >= 4.23 | | | | | | | | | | | | | | | | col_4 < 4.25 | | | | | | | | | | | | | | | | | col_2 < 4.31 : N (2.07/0) | | | | | | | | | | | | | | | | | col_2 >= 4.31 : P (0.97/0) | | | | | | | | | | | | | | | | col_4 >= 4.25 : P (0.97/0) | | | | | | | | | | | | | | col_1 >= 4.07 : P (1.93/0) | | | | | | | | | | | | col_1 >= 4.08 | | | | | | | | | | | | | col_2 < 4.17 : N (11.4/0) | | | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | | | col_6 < 4.2 : N (6.22/0) | | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | | col_7 < 4.21 : P (2.9/0) | | | | | | | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | | | | | | | col_1 < 4.32 | | | | | | | | | | | | | | | | | col_3 < 4.28 : N (4.14/0) | | | | | | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | | | | | | | | | col_2 < 4.25 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_2 >= 4.25 : N (2.07/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.24 : P (0.97/0) | | | | | | | | | | | | | | | | col_1 >= 4.32 : P (0.97/0) | | | | | | | | | | | col_5 >= 4.25 | | | | | | | | | | | | col_1 < 4 : P (4.83/0) | | | | | | | | | | | | col_1 >= 4 | | | | | | | | | | | | | col_2 < 4.47 | | | | | | | | | | | | | | col_5 < 4.29 | | | | | | | | | | | | | | | col_2 < 4.09 | | | | | | | | | | | | | | | | col_1 < 4.15 : N (2.07/0) | | | | | | | | | | | | | | | | col_1 >= 4.15 : P (1.93/0) | | | | | | | | | | | | | | | col_2 >= 4.09 : P (5.8/0) | | | | | | | | | | | | | | col_5 >= 4.29 | | | | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | | | | col_1 < 4.19 : N (1.04/0) | | | | | | | | | | | | | | | | col_1 >= 4.19 : P (1.93/0) | | | | | | | | | | | | | | | col_6 >= 4.22 : N (3.11/0) | | | | | | | | | | | | | col_2 >= 4.47 : P (2.9/0) | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | col_7 < 4.31 | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | col_5 < 4.24 | | | | | | | | | | | | | col_4 < 4.29 | | | | | | | | | | | | | | col_1 < 3.92 : N (1.04/0) | | | | | | | | | | | | | | col_1 >= 3.92 : P (5.8/0) | | | | | | | | | | | | | col_4 >= 4.29 | | | | | | | | | | | | | | col_3 < 4.41 : N (2.07/0) | | | | | | | | | | | | | | col_3 >= 4.41 : P (0.97/0) | | | | | | | | | | | | col_5 >= 4.24 : N (2.07/0) | | | | | | | | | | | col_6 >= 4.22 : P (11.6/0) | | | | | | | | | | col_7 >= 4.31 : N (1.04/0) | | | | | | | | col_4 >= 4.35 : P (4.83/0) | | | | | | | col_4 >= 4.36 : N (4.14/0) | | | | | | col_6 >= 4.24 | | | | | | | col_6 < 4.27 | | | | | | | | col_4 < 4.3 | | | | | | | | | col_5 < 4.26 | | | | | | | | | | col_4 < 4.2 : N (9.32/0) | | | | | | | | | | col_4 >= 4.2 | | | | | | | | | | | col_3 < 4.05 : P (0.97/0) | | | | | | | | | | | col_3 >= 4.05 | | | | | | | | | | | | col_3 < 4.12 : N (4.14/0) | | | | | | | | | | | | col_3 >= 4.12 | | | | | | | | | | | | | col_4 < 4.22 : P (2.9/0) | | | | | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | | | | | col_3 < 4.13 : P (0.97/0) | | | | | | | | | | | | | | col_3 >= 4.13 | | | | | | | | | | | | | | | col_1 < 4.25 : N (8.29/0) | | | | | | | | | | | | | | | col_1 >= 4.25 | | | | | | | | | | | | | | | | col_2 < 4.44 : P (0.97/0) | | | | | | | | | | | | | | | | col_2 >= 4.44 : N (1.04/0) | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | col_3 < 4.21 : P (4.83/0) | | | | | | | | | | col_3 >= 4.21 | | | | | | | | | | | col_3 < 4.26 : N (2.07/0) | | | | | | | | | | | col_3 >= 4.26 : P (0.97/0) | | | | | | | | col_4 >= 4.3 : N (10.36/0) | | | | | | | col_6 >= 4.27 | | | | | | | | col_4 < 4.22 | | | | | | | | | col_4 < 4.17 | | | | | | | | | | col_3 < 4.29 | | | | | | | | | | | col_1 < 4.11 : N (3.11/0) | | | | | | | | | | | col_1 >= 4.11 | | | | | | | | | | | | col_7 < 4.24 : P (3.87/0) | | | | | | | | | | | | col_7 >= 4.24 : N (1.04/0) | | | | | | | | | | col_3 >= 4.29 : P (3.87/0) | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | col_7 < 4.23 | | | | | | | | | | | col_6 < 4.27 : N (3.11/0) | | | | | | | | | | | col_6 >= 4.27 | | | | | | | | | | | | col_2 < 4.38 : N (2.07/0) | | | | | | | | | | | | col_2 >= 4.38 : P (2.9/0) | | | | | | | | | | col_7 >= 4.23 : N (8.29/0) | | | | | | | | col_4 >= 4.22 | | | | | | | | | col_5 < 4.25 | | | | | | | | | | col_7 < 4.2 | | | | | | | | | | | col_5 < 4.18 : P (0.97/0) | | | | | | | | | | | col_5 >= 4.18 : N (2.07/0) | | | | | | | | | | col_7 >= 4.2 : P (11.6/0) | | | | | | | | | col_5 >= 4.25 | | | | | | | | | | col_7 < 4.24 : N (3.11/0) | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | col_3 < 4.27 : N (2.07/0) | | | | | | | | | | | col_3 >= 4.27 : P (2.9/0) | | | | col_4 >= 4.38 | | | | | col_5 < 4.18 | | | | | | col_6 < 4.27 : N (2.07/0) | | | | | | col_6 >= 4.27 : P (0.97/0) | | | | | col_5 >= 4.18 : P (12.56/0) | | | col_1 >= 4.33 : P (3.87/0) | | col_1 >= 4.34 | | | col_1 < 4.34 : N (5.18/0) | | | col_1 >= 4.34 | | | | col_2 < 4.46 | | | | | col_2 < 4.04 : N (4.14/0) | | | | | col_2 >= 4.04 | | | | | | col_4 < 4.34 | | | | | | | col_6 < 4.3 | | | | | | | | col_7 < 4.19 : P (2.9/0) | | | | | | | | col_7 >= 4.19 | | | | | | | | | col_7 < 4.2 : N (3.11/0) | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | col_7 < 4.2 : P (3.87/0) | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | col_4 < 4.29 | | | | | | | | | | | | col_3 < 4.09 : N (4.14/0) | | | | | | | | | | | | col_3 >= 4.09 | | | | | | | | | | | | | col_4 < 4.24 | | | | | | | | | | | | | | col_3 < 4.17 : P (2.9/0) | | | | | | | | | | | | | | col_3 >= 4.17 | | | | | | | | | | | | | | | col_2 < 4.06 : P (1.93/0) | | | | | | | | | | | | | | | col_2 >= 4.06 | | | | | | | | | | | | | | | | col_7 < 4.22 | | | | | | | | | | | | | | | | | col_7 < 4.22 | | | | | | | | | | | | | | | | | | col_2 < 4.19 : N (1.04/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.19 | | | | | | | | | | | | | | | | | | | col_2 < 4.29 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_2 >= 4.29 : N (1.04/0) | | | | | | | | | | | | | | | | | col_7 >= 4.22 : P (2.9/0) | | | | | | | | | | | | | | | | col_7 >= 4.22 | | | | | | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | | | | | | | | | col_4 < 4.17 | | | | | | | | | | | | | | | | | | | | col_1 < 4.39 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | col_1 >= 4.39 | | | | | | | | | | | | | | | | | | | | | col_7 < 4.23 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | | col_7 >= 4.23 : P (2.9/0) | | | | | | | | | | | | | | | | | | | col_4 >= 4.17 : N (2.07/0) | | | | | | | | | | | | | | | | | | col_4 >= 4.22 : P (1.93/0) | | | | | | | | | | | | | | | | | col_6 >= 4.24 : N (7.25/0) | | | | | | | | | | | | | col_4 >= 4.24 : N (4.14/0) | | | | | | | | | | | col_4 >= 4.29 | | | | | | | | | | | | col_7 < 4.24 : P (4.83/0) | | | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | | | col_1 < 4.43 : N (2.07/0) | | | | | | | | | | | | | col_1 >= 4.43 : P (0.97/0) | | | | | | | col_6 >= 4.3 : P (3.87/0) | | | | | | col_4 >= 4.34 : N (7.25/0) | | | | col_2 >= 4.46 : N (6.22/0) | col_1 >= 4.46 | | col_1 < 4.46 : P (3.87/0) | | col_1 >= 4.46 | | | col_5 < 4.33 | | | | col_4 < 4.25 | | | | | col_4 < 4.17 | | | | | | col_1 < 4.5 : P (2.9/0) | | | | | | col_1 >= 4.5 | | | | | | | col_3 < 4.14 : P (1.93/0) | | | | | | | col_3 >= 4.14 | | | | | | | | col_7 < 4.26 | | | | | | | | | col_4 < 4.13 : P (1.93/0) | | | | | | | | | col_4 >= 4.13 | | | | | | | | | | col_5 < 4.19 : N (3.11/0) | | | | | | | | | | col_5 >= 4.19 : P (0.97/0) | | | | | | | | col_7 >= 4.26 : N (3.11/0) | | | | | col_4 >= 4.17 | | | | | | col_6 < 4.2 | | | | | | | col_1 < 4.52 | | | | | | | | col_1 < 4.5 : P (0.97/0) | | | | | | | | col_1 >= 4.5 : N (1.04/0) | | | | | | | col_1 >= 4.52 : P (2.9/0) | | | | | | col_6 >= 4.2 : P (9.66/0) | | | | col_4 >= 4.25 | | | | | col_4 < 4.27 : N (4.14/0) | | | | | col_4 >= 4.27 | | | | | | col_1 < 4.49 : N (3.11/0) | | | | | | col_1 >= 4.49 | | | | | | | col_3 < 4.18 : P (4.83/0) | | | | | | | col_3 >= 4.18 | | | | | | | | col_2 < 4.4 | | | | | | | | | col_1 < 4.64 | | | | | | | | | | col_3 < 4.19 : N (1.04/0) | | | | | | | | | | col_3 >= 4.19 : P (4.83/0) | | | | | | | | | col_1 >= 4.64 : N (1.04/0) | | | | | | | | col_2 >= 4.4 : N (3.11/0) | | | col_5 >= 4.33 : N (2.07/0) col_1 >= 4.74 : N (4.14/0) Size of the tree : 237 RandomTree ========== col_1 < 4.74 | col_6 < 4.24 | | col_2 < 4.09 | | | col_7 < 4.22 : N (8.29/0) | | | col_7 >= 4.22 | | | | col_2 < 4.07 | | | | | col_4 < 4.16 : N (2.07/0) | | | | | col_4 >= 4.16 | | | | | | col_7 < 4.25 | | | | | | | col_5 < 4.2 : P (3.87/0) | | | | | | | col_5 >= 4.2 | | | | | | | | col_2 < 4.06 | | | | | | | | | col_5 < 4.22 : N (1.04/0) | | | | | | | | | col_5 >= 4.22 : P (4.83/0) | | | | | | | | col_2 >= 4.06 : N (1.04/0) | | | | | | col_7 >= 4.25 | | | | | | | col_6 < 4.23 : N (4.14/0) | | | | | | | col_6 >= 4.23 : P (0.97/0) | | | | col_2 >= 4.07 : N (4.14/0) | | col_2 >= 4.09 | | | col_3 < 4.02 : P (3.87/0) | | | col_3 >= 4.02 | | | | col_7 < 4.19 | | | | | col_3 < 4.25 : P (11.6/0) | | | | | col_3 >= 4.25 | | | | | | col_3 < 4.27 : N (3.11/0) | | | | | | col_3 >= 4.27 | | | | | | | col_5 < 4.22 | | | | | | | | col_6 < 4.21 : P (0.97/0) | | | | | | | | col_6 >= 4.21 : N (2.07/0) | | | | | | | col_5 >= 4.22 | | | | | | | | col_3 < 4.35 | | | | | | | | | col_5 < 4.29 : P (2.9/0) | | | | | | | | | col_5 >= 4.29 : N (1.04/0) | | | | | | | | col_3 >= 4.35 : P (4.83/0) | | | | col_7 >= 4.19 | | | | | col_2 < 4.47 | | | | | | col_7 < 4.23 | | | | | | | col_5 < 4.34 | | | | | | | | col_5 < 4.28 | | | | | | | | | col_1 < 4.18 | | | | | | | | | | col_3 < 4.18 | | | | | | | | | | | col_1 < 4.09 : N (4.14/0) | | | | | | | | | | | col_1 >= 4.09 : P (0.97/0) | | | | | | | | | | col_3 >= 4.18 | | | | | | | | | | | col_4 < 4.26 | | | | | | | | | | | | col_5 < 4.24 | | | | | | | | | | | | | col_4 < 4.24 | | | | | | | | | | | | | | col_1 < 3.75 | | | | | | | | | | | | | | | col_1 < 3.23 : P (0.97/0) | | | | | | | | | | | | | | | col_1 >= 3.23 : N (1.04/0) | | | | | | | | | | | | | | col_1 >= 3.75 : P (4.83/0) | | | | | | | | | | | | | col_4 >= 4.24 : N (1.04/0) | | | | | | | | | | | | col_5 >= 4.24 : N (2.07/0) | | | | | | | | | | | col_4 >= 4.26 : P (4.83/0) | | | | | | | | | col_1 >= 4.18 | | | | | | | | | | col_7 < 4.2 | | | | | | | | | | | col_1 < 4.38 : P (4.83/0) | | | | | | | | | | | col_1 >= 4.38 : N (2.07/0) | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | col_4 < 4.33 | | | | | | | | | | | | col_2 < 4.18 : N (6.22/0) | | | | | | | | | | | | col_2 >= 4.18 | | | | | | | | | | | | | col_2 < 4.24 : P (2.9/0) | | | | | | | | | | | | | col_2 >= 4.24 | | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | | col_1 < 4.52 : N (7.25/0) | | | | | | | | | | | | | | | col_1 >= 4.52 : P (0.97/0) | | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | | col_4 < 4.19 : P (1.93/0) | | | | | | | | | | | | | | | col_4 >= 4.19 | | | | | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | | | | | col_3 < 4.23 : P (1.93/0) | | | | | | | | | | | | | | | | | col_3 >= 4.23 : N (1.04/0) | | | | | | | | | | | | | | | | col_6 >= 4.22 : N (3.11/0) | | | | | | | | | | | col_4 >= 4.33 : N (6.22/0) | | | | | | | | col_5 >= 4.28 : P (7.73/0) | | | | | | | col_5 >= 4.34 : N (4.14/0) | | | | | | col_7 >= 4.23 | | | | | | | col_2 < 4.17 | | | | | | | | col_3 < 4.46 : P (10.63/0) | | | | | | | | col_3 >= 4.46 : N (1.04/0) | | | | | | | col_2 >= 4.17 | | | | | | | | col_4 < 4.12 : P (4.83/0) | | | | | | | | col_4 >= 4.12 | | | | | | | | | col_4 < 4.17 | | | | | | | | | | col_2 < 4.28 : N (5.18/0) | | | | | | | | | | col_2 >= 4.28 | | | | | | | | | | | col_7 < 4.25 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.25 : P (2.9/0) | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | col_1 < 4.46 | | | | | | | | | | | col_7 < 4.25 | | | | | | | | | | | | col_1 < 4.26 | | | | | | | | | | | | | col_1 < 4.2 | | | | | | | | | | | | | | col_2 < 4.42 : P (7.73/0) | | | | | | | | | | | | | | col_2 >= 4.42 : N (1.04/0) | | | | | | | | | | | | | col_1 >= 4.2 : N (2.07/0) | | | | | | | | | | | | col_1 >= 4.26 : P (5.8/0) | | | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | col_6 < 4.23 | | | | | | | | | | | | | | col_4 < 4.33 | | | | | | | | | | | | | | | col_1 < 4.37 | | | | | | | | | | | | | | | | col_7 < 4.27 | | | | | | | | | | | | | | | | | col_7 < 4.26 | | | | | | | | | | | | | | | | | | col_7 < 4.25 | | | | | | | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | | | | | | | col_3 < 4.14 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | col_3 >= 4.14 : P (2.9/0) | | | | | | | | | | | | | | | | | | | col_6 >= 4.2 : N (6.22/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.25 : P (4.83/0) | | | | | | | | | | | | | | | | | col_7 >= 4.26 : N (3.11/0) | | | | | | | | | | | | | | | | col_7 >= 4.27 : P (3.87/0) | | | | | | | | | | | | | | | col_1 >= 4.37 : N (3.11/0) | | | | | | | | | | | | | | col_4 >= 4.33 : P (3.87/0) | | | | | | | | | | | | | col_6 >= 4.23 : N (2.07/0) | | | | | | | | | | | | col_6 >= 4.24 : P (2.9/0) | | | | | | | | | | col_1 >= 4.46 : P (8.7/0) | | | | | col_2 >= 4.47 | | | | | | col_5 < 4.22 : N (6.22/0) | | | | | | col_5 >= 4.22 | | | | | | | col_3 < 4.29 | | | | | | | | col_4 < 4.2 | | | | | | | | | col_2 < 4.61 : N (1.04/0) | | | | | | | | | col_2 >= 4.61 : P (1.93/0) | | | | | | | | col_4 >= 4.2 : N (3.11/0) | | | | | | | col_3 >= 4.29 : P (1.93/0) | col_6 >= 4.24 | | col_6 < 4.26 | | | col_7 < 4.21 | | | | col_4 < 4.28 | | | | | col_4 < 4.19 | | | | | | col_5 < 4.17 : P (0.97/0) | | | | | | col_5 >= 4.17 : N (4.14/0) | | | | | col_4 >= 4.19 : P (7.73/0) | | | | col_4 >= 4.28 : N (3.11/0) | | | col_7 >= 4.21 | | | | col_6 < 4.25 | | | | | col_7 < 4.23 : N (4.14/0) | | | | | col_7 >= 4.23 | | | | | | col_1 < 4.35 | | | | | | | col_4 < 4.22 | | | | | | | | col_4 < 4.2 : N (1.04/0) | | | | | | | | col_4 >= 4.2 : P (2.9/0) | | | | | | | col_4 >= 4.22 | | | | | | | | col_3 < 4.31 | | | | | | | | | col_3 < 4 : N (1.04/0) | | | | | | | | | col_3 >= 4 : P (2.9/0) | | | | | | | | col_3 >= 4.31 : N (4.14/0) | | | | | | col_1 >= 4.35 : N (5.18/0) | | | | col_6 >= 4.25 : N (16.58/0) | | col_6 >= 4.26 | | | col_7 < 4.19 | | | | col_3 < 4.11 : P (0.97/0) | | | | col_3 >= 4.11 : N (6.22/0) | | | col_7 >= 4.19 | | | | col_2 < 4.02 : N (4.14/0) | | | | col_2 >= 4.02 | | | | | col_5 < 4.25 | | | | | | col_5 < 4.21 | | | | | | | col_6 < 4.3 | | | | | | | | col_2 < 4.25 | | | | | | | | | col_7 < 4.21 : N (5.18/0) | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | col_7 < 4.23 : P (1.93/0) | | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | | col_1 < 4.45 : N (3.11/0) | | | | | | | | | | | col_1 >= 4.45 : P (0.97/0) | | | | | | | | col_2 >= 4.25 | | | | | | | | | col_2 < 4.4 : P (7.73/0) | | | | | | | | | col_2 >= 4.4 | | | | | | | | | | col_6 < 4.27 : N (4.14/0) | | | | | | | | | | col_6 >= 4.27 : P (3.87/0) | | | | | | | col_6 >= 4.3 : N (3.11/0) | | | | | | col_5 >= 4.21 | | | | | | | col_2 < 4.34 | | | | | | | | col_6 < 4.29 : P (13.53/0) | | | | | | | | col_6 >= 4.29 | | | | | | | | | col_5 < 4.23 : P (3.87/0) | | | | | | | | | col_5 >= 4.23 : N (1.04/0) | | | | | | | col_2 >= 4.34 | | | | | | | | col_5 < 4.22 | | | | | | | | | col_1 < 4.3 : N (3.11/0) | | | | | | | | | col_1 >= 4.3 | | | | | | | | | | col_1 < 4.39 : P (1.93/0) | | | | | | | | | | col_1 >= 4.39 : N (1.04/0) | | | | | | | | col_5 >= 4.22 | | | | | | | | | col_2 < 4.38 : N (1.04/0) | | | | | | | | | col_2 >= 4.38 : P (5.8/0) | | | | | col_5 >= 4.25 | | | | | | col_6 < 4.32 | | | | | | | col_5 < 4.37 | | | | | | | | col_6 < 4.26 | | | | | | | | | col_4 < 4.3 : P (2.9/0) | | | | | | | | | col_4 >= 4.3 | | | | | | | | | | col_7 < 4.21 : P (0.97/0) | | | | | | | | | | col_7 >= 4.21 : N (2.07/0) | | | | | | | | col_6 >= 4.26 | | | | | | | | | col_1 < 3.81 : P (0.97/0) | | | | | | | | | col_1 >= 3.81 | | | | | | | | | | col_7 < 4.21 | | | | | | | | | | | col_7 < 4.21 | | | | | | | | | | | | col_1 < 4.19 : P (0.97/0) | | | | | | | | | | | | col_1 >= 4.19 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.21 : P (1.93/0) | | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | | col_2 < 4.35 | | | | | | | | | | | | col_1 < 4.2 : N (5.18/0) | | | | | | | | | | | | col_1 >= 4.2 | | | | | | | | | | | | | col_2 < 4.29 | | | | | | | | | | | | | | col_5 < 4.3 : N (3.11/0) | | | | | | | | | | | | | | col_5 >= 4.3 : P (1.93/0) | | | | | | | | | | | | | col_2 >= 4.29 : P (0.97/0) | | | | | | | | | | | col_2 >= 4.35 : N (9.32/0) | | | | | | | col_5 >= 4.37 : P (1.93/0) | | | | | | col_6 >= 4.32 : P (3.87/0) col_1 >= 4.74 : N (4.14/0) Size of the tree : 219 RandomTree ========== col_2 < 4.09 | col_4 < 4.16 : N (7.25/0) | col_4 >= 4.16 | | col_5 < 4.12 : P (1.93/0) | | col_5 >= 4.12 | | | col_3 < 4.4 | | | | col_5 < 4.16 : N (3.11/0) | | | | col_5 >= 4.16 | | | | | col_3 < 4.35 | | | | | | col_3 < 4.28 | | | | | | | col_5 < 4.18 : P (1.93/0) | | | | | | | col_5 >= 4.18 | | | | | | | | col_5 < 4.21 : N (6.22/0) | | | | | | | | col_5 >= 4.21 | | | | | | | | | col_7 < 4.24 | | | | | | | | | | col_5 < 4.26 | | | | | | | | | | | col_1 < 4.48 | | | | | | | | | | | | col_6 < 4.26 : N (7.25/0) | | | | | | | | | | | | col_6 >= 4.26 | | | | | | | | | | | | | col_1 < 4.3 : P (0.97/0) | | | | | | | | | | | | | col_1 >= 4.3 : N (1.04/0) | | | | | | | | | | | col_1 >= 4.48 : P (1.93/0) | | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | | col_1 < 4.2 : P (2.9/0) | | | | | | | | | | | col_1 >= 4.2 : N (1.04/0) | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | col_4 < 4.23 : P (4.83/0) | | | | | | | | | | col_4 >= 4.23 : N (1.04/0) | | | | | | col_3 >= 4.28 : N (5.18/0) | | | | | col_3 >= 4.35 : P (1.93/0) | | | col_3 >= 4.4 : N (4.14/0) col_2 >= 4.09 | col_2 < 4.51 | | col_5 < 4.34 | | | col_5 < 4.32 | | | | col_7 < 4.2 | | | | | col_1 < 4.55 | | | | | | col_3 < 4.24 | | | | | | | col_6 < 4.26 : P (14.5/0) | | | | | | | col_6 >= 4.26 | | | | | | | | col_6 < 4.28 : N (1.04/0) | | | | | | | | col_6 >= 4.28 : P (1.93/0) | | | | | | col_3 >= 4.24 | | | | | | | col_2 < 4.16 : P (3.87/0) | | | | | | | col_2 >= 4.16 | | | | | | | | col_1 < 4.42 | | | | | | | | | col_7 < 4.2 | | | | | | | | | | col_1 < 4.23 | | | | | | | | | | | col_7 < 4.17 : P (1.93/0) | | | | | | | | | | | col_7 >= 4.17 | | | | | | | | | | | | col_2 < 4.41 : N (3.11/0) | | | | | | | | | | | | col_2 >= 4.41 : P (0.97/0) | | | | | | | | | | col_1 >= 4.23 : N (6.22/0) | | | | | | | | | col_7 >= 4.2 : P (1.93/0) | | | | | | | | col_1 >= 4.42 : P (2.9/0) | | | | | col_1 >= 4.55 : N (2.07/0) | | | | col_7 >= 4.2 | | | | | col_5 < 4.32 | | | | | | col_5 < 4.25 | | | | | | | col_6 < 4.27 | | | | | | | | col_6 < 4.26 | | | | | | | | | col_3 < 4.26 | | | | | | | | | | col_2 < 4.15 | | | | | | | | | | | col_5 < 4.21 : N (5.18/0) | | | | | | | | | | | col_5 >= 4.21 | | | | | | | | | | | | col_1 < 4.14 : P (0.97/0) | | | | | | | | | | | | col_1 >= 4.14 : N (1.04/0) | | | | | | | | | | col_2 >= 4.15 | | | | | | | | | | | col_3 < 4.05 : P (6.76/0) | | | | | | | | | | | col_3 >= 4.05 | | | | | | | | | | | | col_6 < 4.26 | | | | | | | | | | | | | col_6 < 4.25 | | | | | | | | | | | | | | col_5 < 4.21 | | | | | | | | | | | | | | | col_5 < 4.19 | | | | | | | | | | | | | | | | col_5 < 4.16 | | | | | | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | | | | | | col_6 < 4.2 : P (2.9/0) | | | | | | | | | | | | | | | | | | col_6 >= 4.2 : N (3.11/0) | | | | | | | | | | | | | | | | | col_6 >= 4.22 : P (4.83/0) | | | | | | | | | | | | | | | | col_5 >= 4.16 | | | | | | | | | | | | | | | | | col_2 < 4.29 | | | | | | | | | | | | | | | | | | col_6 < 4.2 | | | | | | | | | | | | | | | | | | | col_6 < 4.18 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_6 >= 4.18 : N (2.07/0) | | | | | | | | | | | | | | | | | | col_6 >= 4.2 : P (3.87/0) | | | | | | | | | | | | | | | | | col_2 >= 4.29 : N (10.36/0) | | | | | | | | | | | | | | | col_5 >= 4.19 : P (6.76/0) | | | | | | | | | | | | | | col_5 >= 4.21 | | | | | | | | | | | | | | | col_7 < 4.25 | | | | | | | | | | | | | | | | col_3 < 4.12 | | | | | | | | | | | | | | | | | col_2 < 4.39 : N (2.07/0) | | | | | | | | | | | | | | | | | col_2 >= 4.39 : P (1.93/0) | | | | | | | | | | | | | | | | col_3 >= 4.12 : N (8.29/0) | | | | | | | | | | | | | | | col_7 >= 4.25 : P (1.93/0) | | | | | | | | | | | | | col_6 >= 4.25 : N (5.18/0) | | | | | | | | | | | | col_6 >= 4.26 : P (3.87/0) | | | | | | | | | col_3 >= 4.26 | | | | | | | | | | col_2 < 4.11 : N (3.11/0) | | | | | | | | | | col_2 >= 4.11 | | | | | | | | | | | col_2 < 4.3 | | | | | | | | | | | | col_4 < 4.37 | | | | | | | | | | | | | col_5 < 4.17 : P (8.7/0) | | | | | | | | | | | | | col_5 >= 4.17 | | | | | | | | | | | | | | col_5 < 4.21 | | | | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | | | | col_7 < 4.21 | | | | | | | | | | | | | | | | | col_2 < 4.2 : N (2.07/0) | | | | | | | | | | | | | | | | | col_2 >= 4.2 : P (1.93/0) | | | | | | | | | | | | | | | | col_7 >= 4.21 : P (5.8/0) | | | | | | | | | | | | | | | col_6 >= 4.24 : N (2.07/0) | | | | | | | | | | | | | | col_5 >= 4.21 : P (7.73/0) | | | | | | | | | | | | col_4 >= 4.37 : N (1.04/0) | | | | | | | | | | | col_2 >= 4.3 | | | | | | | | | | | | col_3 < 4.28 : N (2.07/0) | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | col_1 < 3.88 : N (3.11/0) | | | | | | | | | | | | | col_1 >= 3.88 | | | | | | | | | | | | | | col_1 < 4.17 : P (5.8/0) | | | | | | | | | | | | | | col_1 >= 4.17 | | | | | | | | | | | | | | | col_3 < 4.42 | | | | | | | | | | | | | | | | col_3 < 4.34 | | | | | | | | | | | | | | | | | col_4 < 4.3 | | | | | | | | | | | | | | | | | | col_2 < 4.31 : N (1.04/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.31 : P (3.87/0) | | | | | | | | | | | | | | | | | col_4 >= 4.3 : N (1.04/0) | | | | | | | | | | | | | | | | col_3 >= 4.34 : P (3.87/0) | | | | | | | | | | | | | | | col_3 >= 4.42 : N (2.07/0) | | | | | | | | col_6 >= 4.26 | | | | | | | | | col_6 < 4.27 : N (7.25/0) | | | | | | | | | col_6 >= 4.27 | | | | | | | | | | col_1 < 4.06 : P (0.97/0) | | | | | | | | | | col_1 >= 4.06 : N (2.07/0) | | | | | | | col_6 >= 4.27 | | | | | | | | col_7 < 4.26 | | | | | | | | | col_3 < 4.28 | | | | | | | | | | col_5 < 4.16 : N (1.04/0) | | | | | | | | | | col_5 >= 4.16 | | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | | col_6 < 4.27 : N (1.04/0) | | | | | | | | | | | | col_6 >= 4.27 | | | | | | | | | | | | | col_6 < 4.28 : P (2.9/0) | | | | | | | | | | | | | col_6 >= 4.28 | | | | | | | | | | | | | | col_6 < 4.29 : N (1.04/0) | | | | | | | | | | | | | | col_6 >= 4.29 : P (1.93/0) | | | | | | | | | | | col_4 >= 4.22 : P (11.6/0) | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | col_6 < 4.28 : P (2.9/0) | | | | | | | | | | col_6 >= 4.28 | | | | | | | | | | | col_1 < 4.19 | | | | | | | | | | | | col_5 < 4.23 : N (2.07/0) | | | | | | | | | | | | col_5 >= 4.23 : P (0.97/0) | | | | | | | | | | | col_1 >= 4.19 : N (4.14/0) | | | | | | | | col_7 >= 4.26 : P (6.76/0) | | | | | | col_5 >= 4.25 | | | | | | | col_5 < 4.26 | | | | | | | | col_2 < 4.1 : P (1.93/0) | | | | | | | | col_2 >= 4.1 | | | | | | | | | col_2 < 4.24 | | | | | | | | | | col_1 < 4.58 : N (12.43/0) | | | | | | | | | | col_1 >= 4.58 : P (0.97/0) | | | | | | | | | col_2 >= 4.24 | | | | | | | | | | col_4 < 4.2 : N (6.22/0) | | | | | | | | | | col_4 >= 4.2 | | | | | | | | | | | col_4 < 4.21 : P (1.93/0) | | | | | | | | | | | col_4 >= 4.21 | | | | | | | | | | | | col_1 < 4.11 | | | | | | | | | | | | | col_2 < 4.29 | | | | | | | | | | | | | | col_4 < 4.34 : P (0.97/0) | | | | | | | | | | | | | | col_4 >= 4.34 : N (1.04/0) | | | | | | | | | | | | | col_2 >= 4.29 : P (3.87/0) | | | | | | | | | | | | col_1 >= 4.11 | | | | | | | | | | | | | col_6 < 4.22 | | | | | | | | | | | | | | col_3 < 4.35 : P (1.93/0) | | | | | | | | | | | | | | col_3 >= 4.35 : N (1.04/0) | | | | | | | | | | | | | col_6 >= 4.22 : N (5.18/0) | | | | | | | col_5 >= 4.26 | | | | | | | | col_7 < 4.29 | | | | | | | | | col_6 < 4.31 | | | | | | | | | | col_4 < 4.3 | | | | | | | | | | | col_4 < 4.28 | | | | | | | | | | | | col_4 < 4.25 | | | | | | | | | | | | | col_3 < 4.22 | | | | | | | | | | | | | | col_6 < 4.22 : P (4.83/0) | | | | | | | | | | | | | | col_6 >= 4.22 | | | | | | | | | | | | | | | col_3 < 4.13 : N (1.04/0) | | | | | | | | | | | | | | | col_3 >= 4.13 : P (1.93/0) | | | | | | | | | | | | | col_3 >= 4.22 | | | | | | | | | | | | | | col_1 < 4.22 | | | | | | | | | | | | | | | col_5 < 4.26 : P (0.97/0) | | | | | | | | | | | | | | | col_5 >= 4.26 : N (4.14/0) | | | | | | | | | | | | | | col_1 >= 4.22 | | | | | | | | | | | | | | | col_5 < 4.27 : P (3.87/0) | | | | | | | | | | | | | | | col_5 >= 4.27 | | | | | | | | | | | | | | | | col_6 < 4.24 | | | | | | | | | | | | | | | | | col_2 < 4.22 : N (1.04/0) | | | | | | | | | | | | | | | | | col_2 >= 4.22 : P (3.87/0) | | | | | | | | | | | | | | | | col_6 >= 4.24 : N (3.11/0) | | | | | | | | | | | | col_4 >= 4.25 : N (2.07/0) | | | | | | | | | | | col_4 >= 4.28 : P (5.8/0) | | | | | | | | | | col_4 >= 4.3 | | | | | | | | | | | col_5 < 4.29 | | | | | | | | | | | | col_1 < 3.94 : P (0.97/0) | | | | | | | | | | | | col_1 >= 3.94 : N (8.29/0) | | | | | | | | | | | col_5 >= 4.29 : P (1.93/0) | | | | | | | | | col_6 >= 4.31 : P (2.9/0) | | | | | | | | col_7 >= 4.29 : N (2.07/0) | | | | | col_5 >= 4.32 : N (4.14/0) | | | col_5 >= 4.32 : P (6.76/0) | | col_5 >= 4.34 | | | col_1 < 4.22 | | | | col_4 < 4.22 : P (0.97/0) | | | | col_4 >= 4.22 | | | | | col_1 < 4.11 : N (2.07/0) | | | | | col_1 >= 4.11 : P (0.97/0) | | | col_1 >= 4.22 : N (6.22/0) | col_2 >= 4.51 | | col_1 < 4.26 | | | col_5 < 4.22 | | | | col_7 < 4.22 | | | | | col_2 < 4.65 : N (1.04/0) | | | | | col_2 >= 4.65 : P (0.97/0) | | | | col_7 >= 4.22 : N (4.14/0) | | | col_5 >= 4.22 | | | | col_2 < 4.52 : N (1.04/0) | | | | col_2 >= 4.52 : P (4.83/0) | | col_1 >= 4.26 | | | col_6 < 4.2 | | | | col_2 < 4.54 : N (2.07/0) | | | | col_2 >= 4.54 : P (1.93/0) | | | col_6 >= 4.2 : N (9.32/0) Size of the tree : 231 RandomTree ========== col_2 < 4.09 | col_5 < 4.12 : P (1.93/0) | col_5 >= 4.12 | | col_2 < 4.08 | | | col_4 < 4.16 : N (6.22/0) | | | col_4 >= 4.16 | | | | col_3 < 4.4 | | | | | col_3 < 4.35 | | | | | | col_5 < 4.21 | | | | | | | col_5 < 4.18 | | | | | | | | col_7 < 4.22 : N (2.07/0) | | | | | | | | col_7 >= 4.22 | | | | | | | | | col_1 < 3.96 : N (1.04/0) | | | | | | | | | col_1 >= 3.96 : P (1.93/0) | | | | | | | col_5 >= 4.18 : N (8.29/0) | | | | | | col_5 >= 4.21 | | | | | | | col_6 < 4.28 | | | | | | | | col_1 < 4.18 | | | | | | | | | col_6 < 4.2 : N (1.04/0) | | | | | | | | | col_6 >= 4.2 : P (5.8/0) | | | | | | | | col_1 >= 4.18 | | | | | | | | | col_7 < 4.24 | | | | | | | | | | col_5 < 4.21 : P (0.97/0) | | | | | | | | | | col_5 >= 4.21 : N (5.18/0) | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | col_4 < 4.22 : P (2.9/0) | | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | | col_1 < 4.55 : N (2.07/0) | | | | | | | | | | | col_1 >= 4.55 : P (0.97/0) | | | | | | | col_6 >= 4.28 : N (2.07/0) | | | | | col_3 >= 4.35 : P (1.93/0) | | | | col_3 >= 4.4 : N (3.11/0) | | col_2 >= 4.08 : N (5.18/0) col_2 >= 4.09 | col_6 < 4.24 | | col_2 < 4.47 | | | col_5 < 4.34 | | | | col_6 < 4.24 | | | | | col_3 < 4.02 : P (3.87/0) | | | | | col_3 >= 4.02 | | | | | | col_5 < 4.31 | | | | | | | col_7 < 4.23 | | | | | | | | col_7 < 4.2 | | | | | | | | | col_3 < 4.23 | | | | | | | | | | col_2 < 4.23 | | | | | | | | | | | col_1 < 4.07 : N (1.04/0) | | | | | | | | | | | col_1 >= 4.07 : P (2.9/0) | | | | | | | | | | col_2 >= 4.23 : P (7.73/0) | | | | | | | | | col_3 >= 4.23 | | | | | | | | | | col_4 < 4.32 | | | | | | | | | | | col_7 < 4.2 | | | | | | | | | | | | col_3 < 4.28 : N (4.14/0) | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | col_1 < 4.13 : N (2.07/0) | | | | | | | | | | | | | col_1 >= 4.13 | | | | | | | | | | | | | | col_5 < 4.22 | | | | | | | | | | | | | | | col_1 < 4.38 : P (1.93/0) | | | | | | | | | | | | | | | col_1 >= 4.38 : N (2.07/0) | | | | | | | | | | | | | | col_5 >= 4.22 : P (2.9/0) | | | | | | | | | | | col_7 >= 4.2 : P (2.9/0) | | | | | | | | | | col_4 >= 4.32 : P (4.83/0) | | | | | | | | col_7 >= 4.2 | | | | | | | | | col_6 < 4.23 | | | | | | | | | | col_1 < 4.18 | | | | | | | | | | | col_6 < 4.18 : N (2.07/0) | | | | | | | | | | | col_6 >= 4.18 | | | | | | | | | | | | col_2 < 4.21 | | | | | | | | | | | | | col_1 < 4.03 : N (2.07/0) | | | | | | | | | | | | | col_1 >= 4.03 | | | | | | | | | | | | | | col_3 < 4.19 : N (1.04/0) | | | | | | | | | | | | | | col_3 >= 4.19 : P (1.93/0) | | | | | | | | | | | | col_2 >= 4.21 | | | | | | | | | | | | | col_5 < 4.17 | | | | | | | | | | | | | | col_5 < 4.16 : P (2.9/0) | | | | | | | | | | | | | | col_5 >= 4.16 : N (1.04/0) | | | | | | | | | | | | | col_5 >= 4.17 : P (5.8/0) | | | | | | | | | | col_1 >= 4.18 | | | | | | | | | | | col_6 < 4.16 : P (1.93/0) | | | | | | | | | | | col_6 >= 4.16 | | | | | | | | | | | | col_1 < 4.23 : N (6.22/0) | | | | | | | | | | | | col_1 >= 4.23 | | | | | | | | | | | | | col_1 < 4.27 : P (1.93/0) | | | | | | | | | | | | | col_1 >= 4.27 | | | | | | | | | | | | | | col_5 < 4.13 : P (0.97/0) | | | | | | | | | | | | | | col_5 >= 4.13 | | | | | | | | | | | | | | | col_5 < 4.28 | | | | | | | | | | | | | | | | col_1 < 4.52 | | | | | | | | | | | | | | | | | col_5 < 4.18 | | | | | | | | | | | | | | | | | | col_4 < 4.24 : P (0.97/0) | | | | | | | | | | | | | | | | | | col_4 >= 4.24 : N (1.04/0) | | | | | | | | | | | | | | | | | col_5 >= 4.18 : N (13.47/0) | | | | | | | | | | | | | | | | col_1 >= 4.52 | | | | | | | | | | | | | | | | | col_2 < 4.16 : N (1.04/0) | | | | | | | | | | | | | | | | | col_2 >= 4.16 : P (1.93/0) | | | | | | | | | | | | | | | col_5 >= 4.28 : P (0.97/0) | | | | | | | | | col_6 >= 4.23 : N (4.14/0) | | | | | | | col_7 >= 4.23 | | | | | | | | col_4 < 4.12 : P (4.83/0) | | | | | | | | col_4 >= 4.12 | | | | | | | | | col_4 < 4.14 | | | | | | | | | | col_1 < 4.09 : P (0.97/0) | | | | | | | | | | col_1 >= 4.09 : N (4.14/0) | | | | | | | | | col_4 >= 4.14 | | | | | | | | | | col_1 < 4.5 | | | | | | | | | | | col_6 < 4.16 : P (3.87/0) | | | | | | | | | | | col_6 >= 4.16 | | | | | | | | | | | | col_4 < 4.38 | | | | | | | | | | | | | col_4 < 4.16 : P (1.93/0) | | | | | | | | | | | | | col_4 >= 4.16 | | | | | | | | | | | | | | col_4 < 4.17 : N (3.11/0) | | | | | | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | | | | | | col_7 < 4.24 : P (5.8/0) | | | | | | | | | | | | | | | col_7 >= 4.24 | | | | | | | | | | | | | | | | col_4 < 4.17 : P (3.87/0) | | | | | | | | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | | | | | | | | col_7 < 4.27 | | | | | | | | | | | | | | | | | | col_7 < 4.27 | | | | | | | | | | | | | | | | | | | col_1 < 4.37 | | | | | | | | | | | | | | | | | | | | col_7 < 4.25 | | | | | | | | | | | | | | | | | | | | | col_6 < 4.18 : P (1.93/0) | | | | | | | | | | | | | | | | | | | | | col_6 >= 4.18 | | | | | | | | | | | | | | | | | | | | | | col_3 < 4.28 | | | | | | | | | | | | | | | | | | | | | | | col_1 < 4.32 : N (7.25/0) | | | | | | | | | | | | | | | | | | | | | | | col_1 >= 4.32 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | | col_3 >= 4.28 | | | | | | | | | | | | | | | | | | | | | | | col_5 < 4.23 : P (1.93/0) | | | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.23 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | | | | | | | | | | | | col_5 < 4.24 | | | | | | | | | | | | | | | | | | | | | | col_3 < 4.18 | | | | | | | | | | | | | | | | | | | | | | | col_3 < 4.11 : P (0.97/0) | | | | | | | | | | | | | | | | | | | | | | | col_3 >= 4.11 : N (1.04/0) | | | | | | | | | | | | | | | | | | | | | | col_3 >= 4.18 : P (5.8/0) | | | | | | | | | | | | | | | | | | | | | col_5 >= 4.24 | | | | | | | | | | | | | | | | | | | | | | col_1 < 4.36 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | | | col_1 >= 4.36 : P (0.97/0) | | | | | | | | | | | | | | | | | | | col_1 >= 4.37 : N (3.11/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.27 : N (3.11/0) | | | | | | | | | | | | | | | | | col_7 >= 4.27 | | | | | | | | | | | | | | | | | | col_7 < 4.31 : P (4.83/0) | | | | | | | | | | | | | | | | | | col_7 >= 4.31 : N (1.04/0) | | | | | | | | | | | | col_4 >= 4.38 : P (3.87/0) | | | | | | | | | | col_1 >= 4.5 : P (8.7/0) | | | | | | col_5 >= 4.31 : P (8.7/0) | | | | col_6 >= 4.24 : P (5.8/0) | | | col_5 >= 4.34 : N (4.14/0) | | col_2 >= 4.47 | | | col_5 < 4.27 | | | | col_2 < 4.54 : N (8.29/0) | | | | col_2 >= 4.54 | | | | | col_7 < 4.26 | | | | | | col_2 < 4.55 : P (0.97/0) | | | | | | col_2 >= 4.55 : N (4.14/0) | | | | | col_7 >= 4.26 : P (1.93/0) | | | col_5 >= 4.27 | | | | col_4 < 4.33 : P (2.9/0) | | | | col_4 >= 4.33 | | | | | col_1 < 4.14 : P (0.97/0) | | | | | col_1 >= 4.14 : N (1.04/0) | col_6 >= 4.24 | | col_6 < 4.26 | | | col_1 < 4.47 | | | | col_7 < 4.21 | | | | | col_4 < 4.19 | | | | | | col_4 < 4.09 : P (0.97/0) | | | | | | col_4 >= 4.09 : N (4.14/0) | | | | | col_4 >= 4.19 | | | | | | col_1 < 3.97 : N (1.04/0) | | | | | | col_1 >= 3.97 | | | | | | | col_2 < 4.23 : N (1.04/0) | | | | | | | col_2 >= 4.23 : P (6.76/0) | | | | col_7 >= 4.21 | | | | | col_3 < 4.34 | | | | | | col_2 < 4.33 | | | | | | | col_3 < 4.33 | | | | | | | | col_7 < 4.25 | | | | | | | | | col_7 < 4.23 : N (2.07/0) | | | | | | | | | col_7 >= 4.23 | | | | | | | | | | col_3 < 4.3 : P (2.9/0) | | | | | | | | | | col_3 >= 4.3 : N (1.04/0) | | | | | | | | col_7 >= 4.25 : N (4.14/0) | | | | | | | col_3 >= 4.33 : P (0.97/0) | | | | | | col_2 >= 4.33 : N (7.25/0) | | | | | col_3 >= 4.34 : N (7.25/0) | | | col_1 >= 4.47 : N (4.14/0) | | col_6 >= 4.26 | | | col_2 < 4.33 | | | | col_5 < 4.19 | | | | | col_1 < 4.22 : N (4.14/0) | | | | | col_1 >= 4.22 | | | | | | col_1 < 4.44 : P (1.93/0) | | | | | | col_1 >= 4.44 : N (2.07/0) | | | | col_5 >= 4.19 | | | | | col_6 < 4.3 | | | | | | col_4 < 4.22 | | | | | | | col_4 < 4.17 | | | | | | | | col_7 < 4.24 : P (4.83/0) | | | | | | | | col_7 >= 4.24 : N (1.04/0) | | | | | | | col_4 >= 4.17 | | | | | | | | col_1 < 4.43 : N (7.25/0) | | | | | | | | col_1 >= 4.43 | | | | | | | | | col_2 < 4.2 : P (0.97/0) | | | | | | | | | col_2 >= 4.2 : N (1.04/0) | | | | | | col_4 >= 4.22 | | | | | | | col_3 < 4.23 : P (9.66/0) | | | | | | | col_3 >= 4.23 | | | | | | | | col_1 < 4.07 : N (2.07/0) | | | | | | | | col_1 >= 4.07 | | | | | | | | | col_6 < 4.28 : P (5.8/0) | | | | | | | | | col_6 >= 4.28 | | | | | | | | | | col_1 < 4.29 : P (0.97/0) | | | | | | | | | | col_1 >= 4.29 : N (2.07/0) | | | | | col_6 >= 4.3 : P (8.7/0) | | | col_2 >= 4.33 | | | | col_7 < 4.19 : N (5.18/0) | | | | col_7 >= 4.19 | | | | | col_2 < 4.45 | | | | | | col_7 < 4.2 : P (1.93/0) | | | | | | col_7 >= 4.2 | | | | | | | col_5 < 4.36 | | | | | | | | col_4 < 4.09 : P (0.97/0) | | | | | | | | col_4 >= 4.09 | | | | | | | | | col_3 < 4.24 | | | | | | | | | | col_6 < 4.29 | | | | | | | | | | | col_3 < 4.16 : N (5.18/0) | | | | | | | | | | | col_3 >= 4.16 | | | | | | | | | | | | col_2 < 4.38 : N (1.04/0) | | | | | | | | | | | | col_2 >= 4.38 : P (2.9/0) | | | | | | | | | | col_6 >= 4.29 : P (1.93/0) | | | | | | | | | col_3 >= 4.24 | | | | | | | | | | col_1 < 4.06 | | | | | | | | | | | col_4 < 4.21 : P (0.97/0) | | | | | | | | | | | col_4 >= 4.21 : N (3.11/0) | | | | | | | | | | col_1 >= 4.06 : N (9.32/0) | | | | | | | col_5 >= 4.36 : P (1.93/0) | | | | | col_2 >= 4.45 | | | | | | col_3 < 4.18 | | | | | | | col_4 < 4.21 | | | | | | | | col_5 < 4.29 : P (1.93/0) | | | | | | | | col_5 >= 4.29 : N (1.04/0) | | | | | | | col_4 >= 4.21 : N (2.07/0) | | | | | | col_3 >= 4.18 : P (7.73/0) Size of the tree : 243 RandomTree ========== col_7 < 4.19 | col_6 < 4.26 | | col_3 < 4.24 : P (7.73/0) | | col_3 >= 4.24 | | | col_5 < 4.22 : N (2.07/0) | | | col_5 >= 4.22 | | | | col_4 < 4.34 | | | | | col_2 < 4.28 : N (2.07/0) | | | | | col_2 >= 4.28 | | | | | | col_6 < 4.24 : P (4.83/0) | | | | | | col_6 >= 4.24 : N (1.04/0) | | | | col_4 >= 4.34 : P (3.87/0) | col_6 >= 4.26 : N (3.11/0) col_7 >= 4.19 | col_5 < 4.34 | | col_1 < 4.74 | | | col_6 < 4.24 | | | | col_7 < 4.23 | | | | | col_2 < 4.17 | | | | | | col_5 < 4.28 | | | | | | | col_4 < 4.23 : N (10.36/0) | | | | | | | col_4 >= 4.23 | | | | | | | | col_3 < 4.14 : P (1.93/0) | | | | | | | | col_3 >= 4.14 | | | | | | | | | col_4 < 4.24 : P (1.93/0) | | | | | | | | | col_4 >= 4.24 : N (10.36/0) | | | | | | col_5 >= 4.28 | | | | | | | col_1 < 4.09 : N (1.04/0) | | | | | | | col_1 >= 4.09 : P (1.93/0) | | | | | col_2 >= 4.17 | | | | | | col_1 < 4.52 | | | | | | | col_1 < 4.04 | | | | | | | | col_1 < 3.93 | | | | | | | | | col_1 < 3.82 : P (1.93/0) | | | | | | | | | col_1 >= 3.82 : N (2.07/0) | | | | | | | | col_1 >= 3.93 : P (6.76/0) | | | | | | | col_1 >= 4.04 | | | | | | | | col_2 < 4.24 | | | | | | | | | col_2 < 4.22 | | | | | | | | | | col_7 < 4.23 | | | | | | | | | | | col_5 < 4.23 | | | | | | | | | | | | col_2 < 4.21 : P (2.9/0) | | | | | | | | | | | | col_2 >= 4.21 | | | | | | | | | | | | | col_6 < 4.18 : P (0.97/0) | | | | | | | | | | | | | col_6 >= 4.18 : N (2.07/0) | | | | | | | | | | | col_5 >= 4.23 | | | | | | | | | | | | col_5 < 4.31 : N (4.14/0) | | | | | | | | | | | | col_5 >= 4.31 : P (0.97/0) | | | | | | | | | | col_7 >= 4.23 : P (1.93/0) | | | | | | | | | col_2 >= 4.22 : P (6.76/0) | | | | | | | | col_2 >= 4.24 | | | | | | | | | col_6 < 4.24 | | | | | | | | | | col_4 < 4.19 | | | | | | | | | | | col_7 < 4.2 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | | col_6 < 4.18 : N (2.07/0) | | | | | | | | | | | | col_6 >= 4.18 : P (5.8/0) | | | | | | | | | | col_4 >= 4.19 | | | | | | | | | | | col_7 < 4.22 | | | | | | | | | | | | col_1 < 4.21 : N (3.11/0) | | | | | | | | | | | | col_1 >= 4.21 | | | | | | | | | | | | | col_1 < 4.23 : P (2.9/0) | | | | | | | | | | | | | col_1 >= 4.23 | | | | | | | | | | | | | | col_4 < 4.22 : P (0.97/0) | | | | | | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | | | | | | col_4 < 4.28 : N (4.14/0) | | | | | | | | | | | | | | | col_4 >= 4.28 | | | | | | | | | | | | | | | | col_2 < 4.37 : P (0.97/0) | | | | | | | | | | | | | | | | col_2 >= 4.37 | | | | | | | | | | | | | | | | | col_3 < 4.17 : P (0.97/0) | | | | | | | | | | | | | | | | | col_3 >= 4.17 : N (2.07/0) | | | | | | | | | | | col_7 >= 4.22 : N (9.32/0) | | | | | | | | | col_6 >= 4.24 : P (2.9/0) | | | | | | col_1 >= 4.52 : P (4.83/0) | | | | col_7 >= 4.23 | | | | | col_3 < 4.05 : P (5.8/0) | | | | | col_3 >= 4.05 | | | | | | col_6 < 4.22 | | | | | | | col_1 < 3.87 : N (4.14/0) | | | | | | | col_1 >= 3.87 | | | | | | | | col_1 < 4.32 | | | | | | | | | col_7 < 4.26 | | | | | | | | | | col_3 < 4.31 | | | | | | | | | | | col_3 < 4.12 : P (1.93/0) | | | | | | | | | | | col_3 >= 4.12 | | | | | | | | | | | | col_6 < 4.18 : P (3.87/0) | | | | | | | | | | | | col_6 >= 4.18 | | | | | | | | | | | | | col_1 < 4.26 | | | | | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | | | | | col_3 < 4.18 : P (1.93/0) | | | | | | | | | | | | | | | col_3 >= 4.18 : N (3.11/0) | | | | | | | | | | | | | | col_7 >= 4.24 : N (7.25/0) | | | | | | | | | | | | | col_1 >= 4.26 : P (1.93/0) | | | | | | | | | | col_3 >= 4.31 : P (4.83/0) | | | | | | | | | col_7 >= 4.26 : P (6.76/0) | | | | | | | | col_1 >= 4.32 | | | | | | | | | col_4 < 4.09 : P (1.93/0) | | | | | | | | | col_4 >= 4.09 | | | | | | | | | | col_1 < 4.43 : N (8.29/0) | | | | | | | | | | col_1 >= 4.43 | | | | | | | | | | | col_5 < 4.25 | | | | | | | | | | | | col_4 < 4.17 : N (3.11/0) | | | | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | | | | col_4 < 4.25 : P (1.93/0) | | | | | | | | | | | | | col_4 >= 4.25 | | | | | | | | | | | | | | col_2 < 4.28 | | | | | | | | | | | | | | | col_1 < 4.54 : N (1.04/0) | | | | | | | | | | | | | | | col_1 >= 4.54 : P (0.97/0) | | | | | | | | | | | | | | col_2 >= 4.28 : N (1.04/0) | | | | | | | | | | | col_5 >= 4.25 | | | | | | | | | | | | col_4 < 4.32 : P (4.83/0) | | | | | | | | | | | | col_4 >= 4.32 : N (1.04/0) | | | | | | col_6 >= 4.22 | | | | | | | col_7 < 4.24 : P (10.63/0) | | | | | | | col_7 >= 4.24 | | | | | | | | col_6 < 4.22 : P (5.8/0) | | | | | | | | col_6 >= 4.22 | | | | | | | | | col_1 < 4.04 | | | | | | | | | | col_5 < 4.14 : N (1.04/0) | | | | | | | | | | col_5 >= 4.14 : P (8.7/0) | | | | | | | | | col_1 >= 4.04 | | | | | | | | | | col_2 < 4.17 | | | | | | | | | | | col_3 < 4.27 : P (3.87/0) | | | | | | | | | | | col_3 >= 4.27 : N (1.04/0) | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | col_6 < 4.22 : P (0.97/0) | | | | | | | | | | | col_6 >= 4.22 | | | | | | | | | | | | col_4 < 4.13 : P (0.97/0) | | | | | | | | | | | | col_4 >= 4.13 | | | | | | | | | | | | | col_5 < 4.27 : N (7.25/0) | | | | | | | | | | | | | col_5 >= 4.27 | | | | | | | | | | | | | | col_6 < 4.23 : N (2.07/0) | | | | | | | | | | | | | | col_6 >= 4.23 : P (0.97/0) | | | col_6 >= 4.24 | | | | col_2 < 4.05 | | | | | col_3 < 4.39 | | | | | | col_6 < 4.24 | | | | | | | col_1 < 4.02 : P (0.97/0) | | | | | | | col_1 >= 4.02 : N (1.04/0) | | | | | | col_6 >= 4.24 : N (8.29/0) | | | | | col_3 >= 4.39 : P (0.97/0) | | | | col_2 >= 4.05 | | | | | col_6 < 4.26 | | | | | | col_4 < 4.33 | | | | | | | col_5 < 4.13 : P (1.93/0) | | | | | | | col_5 >= 4.13 | | | | | | | | col_2 < 4.34 | | | | | | | | | col_1 < 4.43 | | | | | | | | | | col_2 < 4.3 | | | | | | | | | | | col_4 < 4.29 | | | | | | | | | | | | col_2 < 4.17 | | | | | | | | | | | | | col_2 < 4.13 : N (4.14/0) | | | | | | | | | | | | | col_2 >= 4.13 : P (0.97/0) | | | | | | | | | | | | col_2 >= 4.17 : N (6.22/0) | | | | | | | | | | | col_4 >= 4.29 | | | | | | | | | | | | col_1 < 4.15 : P (1.93/0) | | | | | | | | | | | | col_1 >= 4.15 | | | | | | | | | | | | | col_4 < 4.32 : N (2.07/0) | | | | | | | | | | | | | col_4 >= 4.32 : P (0.97/0) | | | | | | | | | | col_2 >= 4.3 : P (1.93/0) | | | | | | | | | col_1 >= 4.43 : P (0.97/0) | | | | | | | | col_2 >= 4.34 | | | | | | | | | col_6 < 4.25 | | | | | | | | | | col_2 < 4.49 : N (3.11/0) | | | | | | | | | | col_2 >= 4.49 : P (0.97/0) | | | | | | | | | col_6 >= 4.25 : N (9.32/0) | | | | | | col_4 >= 4.33 : N (7.25/0) | | | | | col_6 >= 4.26 | | | | | | col_3 < 4.24 | | | | | | | col_2 < 4.41 | | | | | | | | col_6 < 4.29 | | | | | | | | | col_2 < 4.38 | | | | | | | | | | col_5 < 4.2 : N (3.11/0) | | | | | | | | | | col_5 >= 4.2 | | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | | col_7 < 4.24 | | | | | | | | | | | | | col_7 < 4.2 : P (0.97/0) | | | | | | | | | | | | | col_7 >= 4.2 | | | | | | | | | | | | | | col_1 < 4.4 | | | | | | | | | | | | | | | col_5 < 4.22 : N (2.07/0) | | | | | | | | | | | | | | | col_5 >= 4.22 : P (0.97/0) | | | | | | | | | | | | | | col_1 >= 4.4 : N (2.07/0) | | | | | | | | | | | | col_7 >= 4.24 : P (1.93/0) | | | | | | | | | | | col_4 >= 4.22 : P (7.73/0) | | | | | | | | | col_2 >= 4.38 : P (4.83/0) | | | | | | | | col_6 >= 4.29 : P (7.73/0) | | | | | | | col_2 >= 4.41 | | | | | | | | col_1 < 4.24 : N (5.18/0) | | | | | | | | col_1 >= 4.24 | | | | | | | | | col_6 < 4.34 : P (3.87/0) | | | | | | | | | col_6 >= 4.34 : N (1.04/0) | | | | | | col_3 >= 4.24 | | | | | | | col_3 < 4.24 : N (2.07/0) | | | | | | | col_3 >= 4.24 | | | | | | | | col_4 < 4.43 | | | | | | | | | col_7 < 4.21 | | | | | | | | | | col_1 < 4.27 : N (4.14/0) | | | | | | | | | | col_1 >= 4.27 | | | | | | | | | | | col_1 < 4.32 : P (0.97/0) | | | | | | | | | | | col_1 >= 4.32 : N (2.07/0) | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | col_5 < 4.27 | | | | | | | | | | | col_4 < 4.34 | | | | | | | | | | | | col_2 < 4.45 | | | | | | | | | | | | | col_4 < 4.29 | | | | | | | | | | | | | | col_5 < 4.26 | | | | | | | | | | | | | | | col_1 < 4.01 : N (2.07/0) | | | | | | | | | | | | | | | col_1 >= 4.01 | | | | | | | | | | | | | | | | col_5 < 4.25 | | | | | | | | | | | | | | | | | col_7 < 4.22 : N (1.04/0) | | | | | | | | | | | | | | | | | col_7 >= 4.22 | | | | | | | | | | | | | | | | | | col_2 < 4.44 | | | | | | | | | | | | | | | | | | | col_6 < 4.29 : P (6.76/0) | | | | | | | | | | | | | | | | | | | col_6 >= 4.29 | | | | | | | | | | | | | | | | | | | | col_2 < 4.22 : N (2.07/0) | | | | | | | | | | | | | | | | | | | | col_2 >= 4.22 : P (1.93/0) | | | | | | | | | | | | | | | | | | col_2 >= 4.44 : N (1.04/0) | | | | | | | | | | | | | | | | col_5 >= 4.25 : N (2.07/0) | | | | | | | | | | | | | | col_5 >= 4.26 : P (2.9/0) | | | | | | | | | | | | | col_4 >= 4.29 : N (3.11/0) | | | | | | | | | | | | col_2 >= 4.45 : P (5.8/0) | | | | | | | | | | | col_4 >= 4.34 : P (4.83/0) | | | | | | | | | | col_5 >= 4.27 | | | | | | | | | | | col_5 < 4.32 | | | | | | | | | | | | col_6 < 4.27 | | | | | | | | | | | | | col_3 < 4.3 : P (1.93/0) | | | | | | | | | | | | | col_3 >= 4.3 : N (2.07/0) | | | | | | | | | | | | col_6 >= 4.27 : N (4.14/0) | | | | | | | | | | | col_5 >= 4.32 : P (0.97/0) | | | | | | | | col_4 >= 4.43 : N (3.11/0) | | col_1 >= 4.74 : N (4.14/0) | col_5 >= 4.34 | | col_5 < 4.37 : N (9.32/0) | | col_5 >= 4.37 | | | col_5 < 4.38 : P (1.93/0) | | | col_5 >= 4.38 : N (1.04/0) Size of the tree : 237 RandomTree ========== col_7 < 4.19 | col_2 < 4.16 : P (4.83/0) | col_2 >= 4.16 | | col_6 < 4.26 | | | col_3 < 4.24 : P (5.8/0) | | | col_3 >= 4.24 | | | | col_7 < 4.19 | | | | | col_3 < 4.36 | | | | | | col_4 < 4.3 | | | | | | | col_1 < 4.26 : P (1.93/0) | | | | | | | col_1 >= 4.26 : N (1.04/0) | | | | | | col_4 >= 4.3 : N (2.07/0) | | | | | col_3 >= 4.36 : P (3.87/0) | | | | col_7 >= 4.19 : N (2.07/0) | | col_6 >= 4.26 : N (3.11/0) col_7 >= 4.19 | col_2 < 4.11 | | col_1 < 4.18 | | | col_7 < 4.2 : N (4.14/0) | | | col_7 >= 4.2 | | | | col_1 < 4.13 | | | | | col_6 < 4.25 | | | | | | col_1 < 4.1 | | | | | | | col_7 < 4.25 | | | | | | | | col_6 < 4.2 : N (1.04/0) | | | | | | | | col_6 >= 4.2 | | | | | | | | | col_4 < 4.29 : P (5.8/0) | | | | | | | | | col_4 >= 4.29 | | | | | | | | | | col_2 < 4.08 : P (0.97/0) | | | | | | | | | | col_2 >= 4.08 : N (1.04/0) | | | | | | | col_7 >= 4.25 : N (2.07/0) | | | | | | col_1 >= 4.1 : N (2.07/0) | | | | | col_6 >= 4.25 : N (4.14/0) | | | | col_1 >= 4.13 | | | | | col_4 < 4.28 : P (4.83/0) | | | | | col_4 >= 4.28 | | | | | | col_2 < 4.01 : N (1.04/0) | | | | | | col_2 >= 4.01 : P (0.97/0) | | col_1 >= 4.18 | | | col_2 < 3.98 : N (8.29/0) | | | col_2 >= 3.98 | | | | col_3 < 4.22 | | | | | col_3 < 4.16 | | | | | | col_4 < 4.2 : N (3.11/0) | | | | | | col_4 >= 4.2 | | | | | | | col_4 < 4.24 : P (1.93/0) | | | | | | | col_4 >= 4.24 | | | | | | | | col_2 < 4.05 : N (2.07/0) | | | | | | | | col_2 >= 4.05 : P (0.97/0) | | | | | col_3 >= 4.16 : P (2.9/0) | | | | col_3 >= 4.22 | | | | | col_6 < 4.2 | | | | | | col_5 < 4.25 : N (1.04/0) | | | | | | col_5 >= 4.25 : P (1.93/0) | | | | | col_6 >= 4.2 : N (12.43/0) | col_2 >= 4.11 | | col_5 < 4.25 | | | col_2 < 4.51 | | | | col_5 < 4.23 | | | | | col_3 < 4.05 | | | | | | col_4 < 4.33 : P (8.7/0) | | | | | | col_4 >= 4.33 : N (1.04/0) | | | | | col_3 >= 4.05 | | | | | | col_2 < 4.34 | | | | | | | col_3 < 4.17 | | | | | | | | col_1 < 4 : N (4.14/0) | | | | | | | | col_1 >= 4 | | | | | | | | | col_4 < 4.22 | | | | | | | | | | col_4 < 4.11 : P (0.97/0) | | | | | | | | | | col_4 >= 4.11 : N (5.18/0) | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | col_5 < 4.19 | | | | | | | | | | | col_6 < 4.2 : P (0.97/0) | | | | | | | | | | | col_6 >= 4.2 : N (2.07/0) | | | | | | | | | | col_5 >= 4.19 : P (2.9/0) | | | | | | | col_3 >= 4.17 | | | | | | | | col_2 < 4.22 | | | | | | | | | col_4 < 4.43 | | | | | | | | | | col_2 < 4.21 | | | | | | | | | | | col_1 < 3.89 : N (2.07/0) | | | | | | | | | | | col_1 >= 3.89 | | | | | | | | | | | | col_5 < 4.18 : P (6.76/0) | | | | | | | | | | | | col_5 >= 4.18 | | | | | | | | | | | | | col_7 < 4.21 : N (3.11/0) | | | | | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | | | | | col_2 < 4.17 : P (7.73/0) | | | | | | | | | | | | | | col_2 >= 4.17 | | | | | | | | | | | | | | | col_1 < 4.34 : N (2.07/0) | | | | | | | | | | | | | | | col_1 >= 4.34 : P (1.93/0) | | | | | | | | | | col_2 >= 4.21 : N (3.11/0) | | | | | | | | | col_4 >= 4.43 : N (2.07/0) | | | | | | | | col_2 >= 4.22 | | | | | | | | | col_4 < 4.26 | | | | | | | | | | col_4 < 4.15 : P (6.76/0) | | | | | | | | | | col_4 >= 4.15 | | | | | | | | | | | col_5 < 4.14 : N (2.07/0) | | | | | | | | | | | col_5 >= 4.14 | | | | | | | | | | | | col_1 < 4.02 : P (3.87/0) | | | | | | | | | | | | col_1 >= 4.02 | | | | | | | | | | | | | col_6 < 4.2 : N (4.14/0) | | | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | | | col_1 < 4.13 : N (2.07/0) | | | | | | | | | | | | | | col_1 >= 4.13 | | | | | | | | | | | | | | | col_5 < 4.17 : P (4.83/0) | | | | | | | | | | | | | | | col_5 >= 4.17 | | | | | | | | | | | | | | | | col_3 < 4.27 : P (1.93/0) | | | | | | | | | | | | | | | | col_3 >= 4.27 | | | | | | | | | | | | | | | | | col_4 < 4.17 : P (0.97/0) | | | | | | | | | | | | | | | | | col_4 >= 4.17 : N (2.07/0) | | | | | | | | | col_4 >= 4.26 | | | | | | | | | | col_3 < 4.38 : P (10.63/0) | | | | | | | | | | col_3 >= 4.38 | | | | | | | | | | | col_4 < 4.37 : P (3.87/0) | | | | | | | | | | | col_4 >= 4.37 : N (1.04/0) | | | | | | col_2 >= 4.34 | | | | | | | col_6 < 4.27 | | | | | | | | col_4 < 4.21 | | | | | | | | | col_2 < 4.37 : P (1.93/0) | | | | | | | | | col_2 >= 4.37 | | | | | | | | | | col_5 < 4.14 : P (1.93/0) | | | | | | | | | | col_5 >= 4.14 | | | | | | | | | | | col_6 < 4.2 : N (3.11/0) | | | | | | | | | | | col_6 >= 4.2 | | | | | | | | | | | | col_6 < 4.23 : P (3.87/0) | | | | | | | | | | | | col_6 >= 4.23 | | | | | | | | | | | | | col_4 < 4.17 : N (2.07/0) | | | | | | | | | | | | | col_4 >= 4.17 | | | | | | | | | | | | | | col_3 < 4.3 : N (1.04/0) | | | | | | | | | | | | | | col_3 >= 4.3 : P (1.93/0) | | | | | | | | col_4 >= 4.21 | | | | | | | | | col_7 < 4.25 : N (14.51/0) | | | | | | | | | col_7 >= 4.25 | | | | | | | | | | col_2 < 4.45 | | | | | | | | | | | col_7 < 4.26 : P (0.97/0) | | | | | | | | | | | col_7 >= 4.26 : N (4.14/0) | | | | | | | | | | col_2 >= 4.45 : P (0.97/0) | | | | | | | col_6 >= 4.27 | | | | | | | | col_1 < 3.96 : N (1.04/0) | | | | | | | | col_1 >= 3.96 : P (3.87/0) | | | | col_5 >= 4.23 | | | | | col_7 < 4.26 | | | | | | col_4 < 4.23 | | | | | | | col_1 < 4.19 | | | | | | | | col_7 < 4.21 : P (3.87/0) | | | | | | | | col_7 >= 4.21 | | | | | | | | | col_3 < 4.22 : N (1.04/0) | | | | | | | | | col_3 >= 4.22 : P (0.97/0) | | | | | | | col_1 >= 4.19 | | | | | | | | col_5 < 4.23 : P (1.93/0) | | | | | | | | col_5 >= 4.23 | | | | | | | | | col_1 < 4.35 : N (6.22/0) | | | | | | | | | col_1 >= 4.35 | | | | | | | | | | col_3 < 4.18 : P (0.97/0) | | | | | | | | | | col_3 >= 4.18 : N (1.04/0) | | | | | | col_4 >= 4.23 | | | | | | | col_5 < 4.23 | | | | | | | | col_2 < 4.27 : P (1.93/0) | | | | | | | | col_2 >= 4.27 : N (1.04/0) | | | | | | | col_5 >= 4.23 : P (11.6/0) | | | | | col_7 >= 4.26 : P (8.7/0) | | | col_2 >= 4.51 | | | | col_2 < 4.72 | | | | | col_2 < 4.56 | | | | | | col_4 < 4.33 | | | | | | | col_5 < 4.22 | | | | | | | | col_1 < 4.32 : N (2.07/0) | | | | | | | | col_1 >= 4.32 : P (0.97/0) | | | | | | | col_5 >= 4.22 : P (1.93/0) | | | | | | col_4 >= 4.33 : N (3.11/0) | | | | | col_2 >= 4.56 : N (6.22/0) | | | | col_2 >= 4.72 : P (0.97/0) | | col_5 >= 4.25 | | | col_6 < 4.24 | | | | col_1 < 3.99 | | | | | col_4 < 4.2 | | | | | | col_2 < 4.52 : N (1.04/0) | | | | | | col_2 >= 4.52 : P (0.97/0) | | | | | col_4 >= 4.2 : P (7.73/0) | | | | col_1 >= 3.99 | | | | | col_2 < 4.21 | | | | | | col_7 < 4.23 | | | | | | | col_6 < 4.24 : N (10.36/0) | | | | | | | col_6 >= 4.24 : P (0.97/0) | | | | | | col_7 >= 4.23 | | | | | | | col_3 < 4.28 | | | | | | | | col_5 < 4.26 : N (1.04/0) | | | | | | | | col_5 >= 4.26 : P (4.83/0) | | | | | | | col_3 >= 4.28 : N (2.07/0) | | | | | col_2 >= 4.21 | | | | | | col_2 < 4.26 : P (5.8/0) | | | | | | col_2 >= 4.26 | | | | | | | col_4 < 4.33 | | | | | | | | col_5 < 4.31 | | | | | | | | | col_1 < 4.18 : N (3.11/0) | | | | | | | | | col_1 >= 4.18 | | | | | | | | | | col_4 < 4.22 | | | | | | | | | | | col_7 < 4.21 : P (1.93/0) | | | | | | | | | | | col_7 >= 4.21 | | | | | | | | | | | | col_5 < 4.26 | | | | | | | | | | | | | col_7 < 4.26 : N (6.22/0) | | | | | | | | | | | | | col_7 >= 4.26 : P (0.97/0) | | | | | | | | | | | | col_5 >= 4.26 | | | | | | | | | | | | | col_3 < 4.12 : N (1.04/0) | | | | | | | | | | | | | col_3 >= 4.12 : P (1.93/0) | | | | | | | | | | col_4 >= 4.22 | | | | | | | | | | | col_6 < 4.23 : P (4.83/0) | | | | | | | | | | | col_6 >= 4.23 | | | | | | | | | | | | col_1 < 4.35 : N (1.04/0) | | | | | | | | | | | | col_1 >= 4.35 : P (0.97/0) | | | | | | | | col_5 >= 4.31 : P (4.83/0) | | | | | | | col_4 >= 4.33 : N (6.22/0) | | | col_6 >= 4.24 | | | | col_6 < 4.29 | | | | | col_5 < 4.37 | | | | | | col_7 < 4.24 | | | | | | | col_6 < 4.28 | | | | | | | | col_5 < 4.3 | | | | | | | | | col_5 < 4.26 : N (4.14/0) | | | | | | | | | col_5 >= 4.26 : P (2.9/0) | | | | | | | | col_5 >= 4.3 : N (4.14/0) | | | | | | | col_6 >= 4.28 : P (1.93/0) | | | | | | col_7 >= 4.24 | | | | | | | col_2 < 4.45 | | | | | | | | col_7 < 4.26 : N (16.58/0) | | | | | | | | col_7 >= 4.26 | | | | | | | | | col_1 < 4.2 : N (4.14/0) | | | | | | | | | col_1 >= 4.2 : P (0.97/0) | | | | | | | col_2 >= 4.45 | | | | | | | | col_1 < 4.13 : P (0.97/0) | | | | | | | | col_1 >= 4.13 : N (1.04/0) | | | | | col_5 >= 4.37 : P (0.97/0) | | | | col_6 >= 4.29 | | | | | col_1 < 4.23 : P (4.83/0) | | | | | col_1 >= 4.23 | | | | | | col_6 < 4.33 | | | | | | | col_2 < 4.2 : P (0.97/0) | | | | | | | col_2 >= 4.2 : N (4.14/0) | | | | | | col_6 >= 4.33 : P (1.93/0) Size of the tree : 239 Number of performed Iterations: 10