RealAdaBoost: Base classifiers: ZeroR predicts class value: P RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Grievances >= 0.5 | Workforce < 279.5 | | Log_workforce < 5.31 | | | Grievances < 18.5 | | | | Log_workforce < 3.99 : P (3.53/0) | | | | Log_workforce >= 3.99 | | | | | Rotate = 0 | | | | | | Grievances < 14.5 | | | | | | | Grievances < 9 | | | | | | | | Grievances < 3.5 : N (3.45/0) | | | | | | | | Grievances >= 3.5 | | | | | | | | | Workforce < 80 : P (1.41/0) | | | | | | | | | Workforce >= 80 | | | | | | | | | | Grievances < 6.5 : N (1.72/0) | | | | | | | | | | Grievances >= 6.5 | | | | | | | | | | | Log_workforce < 4.57 : N (1.72/0) | | | | | | | | | | | Log_workforce >= 4.57 : P (0.71/0) | | | | | | | Grievances >= 9 : N (5.17/0) | | | | | | Grievances >= 14.5 : P (0.71/0) | | | | | Rotate = 1 | | | | | | Workforce < 187 | | | | | | | Log_workforce < 4.91 | | | | | | | | Log_workforce < 4.88 | | | | | | | | | Grievances < 2.5 | | | | | | | | | | Workforce < 80 : P (2.12/0) | | | | | | | | | | Workforce >= 80 | | | | | | | | | | | Workforce < 88 : N (1.72/0) | | | | | | | | | | | Workforce >= 88 : P (2.12/0) | | | | | | | | | Grievances >= 2.5 : P (2.12/0) | | | | | | | | Log_workforce >= 4.88 : N (1.72/0) | | | | | | | Log_workforce >= 4.91 : P (3.53/0) | | | | | | Workforce >= 187 : N (1.72/0) | | | Grievances >= 18.5 : N (8.62/0) | | Log_workforce >= 5.31 : P (7.07/0) | Workforce >= 279.5 | | Workforce < 361 | | | Grievances < 5.5 : P (0.71/0) | | | Grievances >= 5.5 : N (15.51/0) | | Workforce >= 361 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Log_workforce < 6.2 | | | | | Log_workforce < 6.06 | | | | | | Log_workforce < 6.04 | | | | | | | Rotate = 0 : P (2.83/0) | | | | | | | Rotate = 1 | | | | | | | | Grievances < 49 | | | | | | | | | Workforce < 408 : P (2.83/0) | | | | | | | | | Workforce >= 408 | | | | | | | | | | Workforce < 411.5 : N (1.72/0) | | | | | | | | | | Workforce >= 411.5 : P (0.71/0) | | | | | | | | Grievances >= 49 : N (1.72/0) | | | | | | Log_workforce >= 6.04 : N (3.45/0) | | | | | Log_workforce >= 6.06 : P (4.95/0) | | | | Log_workforce >= 6.2 | | | | | Workforce < 905 | | | | | | Grievances < 44 | | | | | | | Workforce < 533 : N (5.17/0) | | | | | | | Workforce >= 533 | | | | | | | | Log_workforce < 6.63 : P (2.12/0) | | | | | | | | Log_workforce >= 6.63 : N (1.72/0) | | | | | | Grievances >= 44 | | | | | | | Workforce < 537.5 : P (0.71/0) | | | | | | | Workforce >= 537.5 : N (15.51/0) | | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 71 RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Grievances >= 0.5 | Workforce < 279.5 | | Workforce < 202 | | | Grievances < 18.5 | | | | Workforce < 54.5 : P (3.53/0) | | | | Workforce >= 54.5 | | | | | Workforce < 88 | | | | | | Workforce < 79 | | | | | | | Rotate = 0 | | | | | | | | Grievances < 8.5 | | | | | | | | | Grievances < 3.5 : N (1.72/0) | | | | | | | | | Grievances >= 3.5 : P (1.41/0) | | | | | | | | Grievances >= 8.5 : N (1.72/0) | | | | | | | Rotate = 1 : P (2.12/0) | | | | | | Workforce >= 79 : N (6.89/0) | | | | | Workforce >= 88 | | | | | | Log_workforce < 4.8 : P (4.24/0) | | | | | | Log_workforce >= 4.8 | | | | | | | Workforce < 187 | | | | | | | | Workforce < 154.5 | | | | | | | | | Grievances < 7 | | | | | | | | | | Log_workforce < 4.97 : P (2.12/0) | | | | | | | | | | Log_workforce >= 4.97 : N (1.72/0) | | | | | | | | | Grievances >= 7 : N (3.45/0) | | | | | | | | Workforce >= 154.5 : P (2.83/0) | | | | | | | Workforce >= 187 : N (1.72/0) | | | Grievances >= 18.5 : N (8.62/0) | | Workforce >= 202 : P (7.07/0) | Workforce >= 279.5 | | Workforce < 361 | | | Grievances < 5.5 : P (0.71/0) | | | Grievances >= 5.5 : N (15.51/0) | | Workforce >= 361 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Log_workforce < 6.2 | | | | | Rotate = 0 : P (4.95/0) | | | | | Rotate = 1 | | | | | | Log_workforce < 6.06 | | | | | | | Log_workforce < 6.04 | | | | | | | | Grievances < 49 | | | | | | | | | Log_workforce < 6.01 : P (2.83/0) | | | | | | | | | Log_workforce >= 6.01 | | | | | | | | | | Workforce < 411.5 : N (1.72/0) | | | | | | | | | | Workforce >= 411.5 : P (0.71/0) | | | | | | | | Grievances >= 49 : N (1.72/0) | | | | | | | Log_workforce >= 6.04 : N (3.45/0) | | | | | | Log_workforce >= 6.06 : P (2.83/0) | | | | Log_workforce >= 6.2 | | | | | Workforce < 905 | | | | | | Grievances < 44 | | | | | | | Workforce < 533 : N (5.17/0) | | | | | | | Workforce >= 533 | | | | | | | | Workforce < 760.5 : P (2.12/0) | | | | | | | | Workforce >= 760.5 : N (1.72/0) | | | | | | Grievances >= 44 | | | | | | | Workforce < 537.5 : P (0.71/0) | | | | | | | Workforce >= 537.5 : N (15.51/0) | | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 65 RandomTree ========== Workforce < 279.5 | Union = 0 | | Log_workforce < 5.15 : P (32.52/0) | | Log_workforce >= 5.15 | | | Rotate = 0 : N (1.72/0) | | | Rotate = 1 : P (5.66/0) | Union = 1 | | Rotate = 0 | | | Grievances < 1.5 : P (4.24/0) | | | Grievances >= 1.5 | | | | Grievances < 18.5 | | | | | Workforce < 52.5 : P (1.41/0) | | | | | Workforce >= 52.5 | | | | | | Workforce < 119.5 | | | | | | | Workforce < 94.5 | | | | | | | | Workforce < 79 | | | | | | | | | Grievances < 8.5 | | | | | | | | | | Grievances < 3.5 : N (1.72/0) | | | | | | | | | | Grievances >= 3.5 : P (1.41/0) | | | | | | | | | Grievances >= 8.5 : N (1.72/0) | | | | | | | | Workforce >= 79 : N (5.17/0) | | | | | | | Workforce >= 94.5 : P (1.41/0) | | | | | | Workforce >= 119.5 : N (3.45/0) | | | | Grievances >= 18.5 : N (8.62/0) | | Rotate = 1 | | | Workforce < 202 | | | | Log_workforce < 5.23 | | | | | Workforce < 136 | | | | | | Log_workforce < 4.88 | | | | | | | Log_workforce < 4.48 | | | | | | | | Workforce < 80 : P (2.83/0) | | | | | | | | Workforce >= 80 : N (1.72/0) | | | | | | | Log_workforce >= 4.48 : P (4.24/0) | | | | | | Log_workforce >= 4.88 : N (1.72/0) | | | | | Workforce >= 136 : P (3.53/0) | | | | Log_workforce >= 5.23 : N (1.72/0) | | | Workforce >= 202 : P (7.07/0) Workforce >= 279.5 | Grievances < 0.5 : P (2.12/0) | Grievances >= 0.5 | | Log_workforce < 5.89 | | | Grievances < 5.5 : P (0.71/0) | | | Grievances >= 5.5 : N (15.51/0) | | Log_workforce >= 5.89 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Workforce < 494 | | | | | Workforce < 430.5 | | | | | | Workforce < 419.5 | | | | | | | Rotate = 0 : P (2.83/0) | | | | | | | Rotate = 1 | | | | | | | | Grievances < 49 | | | | | | | | | Workforce < 408 : P (2.83/0) | | | | | | | | | Workforce >= 408 | | | | | | | | | | Log_workforce < 6.02 : N (1.72/0) | | | | | | | | | | Log_workforce >= 6.02 : P (0.71/0) | | | | | | | | Grievances >= 49 : N (1.72/0) | | | | | | Workforce >= 419.5 : N (3.45/0) | | | | | Workforce >= 430.5 : P (4.95/0) | | | | Workforce >= 494 | | | | | Grievances < 44 | | | | | | Workforce < 533 : N (5.17/0) | | | | | | Workforce >= 533 | | | | | | | Workforce < 760.5 : P (2.12/0) | | | | | | | Workforce >= 760.5 : N (1.72/0) | | | | | Grievances >= 44 | | | | | | Log_workforce < 6.29 : P (0.71/0) | | | | | | Log_workforce >= 6.29 | | | | | | | Log_workforce < 6.81 : N (15.51/0) | | | | | | | Log_workforce >= 6.81 : P (0.71/0) Size of the tree : 71 RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Grievances >= 0.5 | Grievances < 19.5 | | Workforce < 301 | | | Workforce < 202 | | | | Workforce < 54.5 : P (3.53/0) | | | | Workforce >= 54.5 | | | | | Rotate = 0 | | | | | | Workforce < 119.5 | | | | | | | Log_workforce < 4.54 | | | | | | | | Workforce < 79 | | | | | | | | | Grievances < 8.5 | | | | | | | | | | Grievances < 3.5 : N (1.72/0) | | | | | | | | | | Grievances >= 3.5 : P (1.41/0) | | | | | | | | | Grievances >= 8.5 : N (1.72/0) | | | | | | | | Workforce >= 79 : N (5.17/0) | | | | | | | Log_workforce >= 4.54 : P (1.41/0) | | | | | | Workforce >= 119.5 : N (3.45/0) | | | | | Rotate = 1 | | | | | | Workforce < 187 | | | | | | | Log_workforce < 4.91 | | | | | | | | Log_workforce < 4.88 | | | | | | | | | Log_workforce < 4.48 | | | | | | | | | | Workforce < 80 : P (2.12/0) | | | | | | | | | | Workforce >= 80 : N (1.72/0) | | | | | | | | | Log_workforce >= 4.48 : P (4.24/0) | | | | | | | | Log_workforce >= 4.88 : N (1.72/0) | | | | | | | Log_workforce >= 4.91 : P (3.53/0) | | | | | | Workforce >= 187 : N (1.72/0) | | | Workforce >= 202 : P (7.07/0) | | Workforce >= 301 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Workforce < 353.5 : N (6.89/0) | | | | Workforce >= 353.5 | | | | | Log_workforce < 6.01 : P (2.83/0) | | | | | Log_workforce >= 6.01 | | | | | | Rotate = 0 : P (1.41/0) | | | | | | Rotate = 1 | | | | | | | Grievances < 6.5 : P (1.41/0) | | | | | | | Grievances >= 6.5 | | | | | | | | Grievances < 17.5 | | | | | | | | | Workforce < 430.5 : N (3.45/0) | | | | | | | | | Workforce >= 430.5 | | | | | | | | | | Log_workforce < 6.17 : P (0.71/0) | | | | | | | | | | Log_workforce >= 6.17 : N (1.72/0) | | | | | | | | Grievances >= 17.5 : P (0.71/0) | Grievances >= 19.5 | | Workforce < 392.5 | | | Rotate = 0 : N (13.79/0) | | | Rotate = 1 | | | | Workforce < 275 : P (0.71/0) | | | | Workforce >= 275 : N (5.17/0) | | Workforce >= 392.5 | | | Log_workforce < 6.2 | | | | Log_workforce < 6.04 : P (2.83/0) | | | | Log_workforce >= 6.04 | | | | | Workforce < 437 : N (1.72/0) | | | | | Workforce >= 437 : P (2.12/0) | | | Log_workforce >= 6.2 | | | | Workforce < 905 | | | | | Grievances < 44 | | | | | | Grievances < 24 : N (3.45/0) | | | | | | Grievances >= 24 | | | | | | | Log_workforce < 6.61 : P (1.41/0) | | | | | | | Log_workforce >= 6.61 : N (1.72/0) | | | | | Grievances >= 44 | | | | | | Workforce < 537.5 : P (0.71/0) | | | | | | Workforce >= 537.5 : N (15.51/0) | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 75 RandomTree ========== Union = 0 | Workforce < 172.5 : P (32.52/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Union = 1 | Workforce < 279.5 | | Workforce < 202 | | | Grievances < 18.5 | | | | Log_workforce < 3.99 : P (6.36/0) | | | | Log_workforce >= 3.99 | | | | | Rotate = 0 | | | | | | Grievances < 14.5 | | | | | | | Grievances < 9 | | | | | | | | Grievances < 3.5 : N (3.45/0) | | | | | | | | Grievances >= 3.5 | | | | | | | | | Workforce < 80 : P (1.41/0) | | | | | | | | | Workforce >= 80 | | | | | | | | | | Workforce < 97.5 : N (3.45/0) | | | | | | | | | | Workforce >= 97.5 : P (0.71/0) | | | | | | | Grievances >= 9 : N (5.17/0) | | | | | | Grievances >= 14.5 : P (0.71/0) | | | | | Rotate = 1 | | | | | | Workforce < 187 | | | | | | | Workforce < 136 | | | | | | | | Workforce < 131 | | | | | | | | | Grievances < 2.5 | | | | | | | | | | Log_workforce < 4.38 : P (2.12/0) | | | | | | | | | | Log_workforce >= 4.38 | | | | | | | | | | | Workforce < 88 : N (1.72/0) | | | | | | | | | | | Workforce >= 88 : P (2.12/0) | | | | | | | | | Grievances >= 2.5 : P (2.12/0) | | | | | | | | Workforce >= 131 : N (1.72/0) | | | | | | | Workforce >= 136 : P (3.53/0) | | | | | | Workforce >= 187 : N (1.72/0) | | | Grievances >= 18.5 : N (8.62/0) | | Workforce >= 202 : P (7.07/0) | Workforce >= 279.5 | | Workforce < 361 | | | Grievances < 5.5 : P (0.71/0) | | | Grievances >= 5.5 : N (15.51/0) | | Workforce >= 361 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Log_workforce < 6.2 | | | | | Rotate = 0 : P (4.95/0) | | | | | Rotate = 1 | | | | | | Workforce < 430.5 | | | | | | | Workforce < 419 | | | | | | | | Grievances < 49 | | | | | | | | | Grievances < 7.5 | | | | | | | | | | Grievances < 6.5 : P (1.41/0) | | | | | | | | | | Grievances >= 6.5 : N (1.72/0) | | | | | | | | | Grievances >= 7.5 : P (2.12/0) | | | | | | | | Grievances >= 49 : N (1.72/0) | | | | | | | Workforce >= 419 : N (3.45/0) | | | | | | Workforce >= 430.5 : P (2.83/0) | | | | Log_workforce >= 6.2 | | | | | Workforce < 905 | | | | | | Grievances < 44 | | | | | | | Log_workforce < 6.28 : N (5.17/0) | | | | | | | Log_workforce >= 6.28 | | | | | | | | Grievances < 32.5 : P (1.41/0) | | | | | | | | Grievances >= 32.5 | | | | | | | | | Grievances < 41.5 : N (1.72/0) | | | | | | | | | Grievances >= 41.5 : P (0.71/0) | | | | | | Grievances >= 44 | | | | | | | Log_workforce < 6.29 : P (0.71/0) | | | | | | | Log_workforce >= 6.29 : N (15.51/0) | | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 71 RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Workforce < 190.5 | | | Rotate = 0 : N (1.72/0) | | | Rotate = 1 : P (0.71/0) | | Workforce >= 190.5 : P (7.07/0) Grievances >= 0.5 | Grievances < 19.5 | | Log_workforce < 5.71 | | | Rotate = 0 | | | | Workforce < 54.5 : P (2.83/0) | | | | Workforce >= 54.5 | | | | | Workforce < 119.5 | | | | | | Workforce < 94.5 | | | | | | | Grievances < 7 | | | | | | | | Workforce < 77 : P (0.71/0) | | | | | | | | Workforce >= 77 | | | | | | | | | Grievances < 5.5 : N (3.45/0) | | | | | | | | | Grievances >= 5.5 : P (0.71/0) | | | | | | | Grievances >= 7 : N (5.17/0) | | | | | | Workforce >= 94.5 : P (1.41/0) | | | | | Workforce >= 119.5 : N (3.45/0) | | | Rotate = 1 | | | | Workforce < 202 | | | | | Log_workforce < 5.23 | | | | | | Log_workforce < 4.91 | | | | | | | Workforce < 131 | | | | | | | | Grievances < 2.5 | | | | | | | | | Log_workforce < 4.48 | | | | | | | | | | Log_workforce < 4.38 : P (2.12/0) | | | | | | | | | | Log_workforce >= 4.38 : N (1.72/0) | | | | | | | | | Log_workforce >= 4.48 : P (2.12/0) | | | | | | | | Grievances >= 2.5 : P (2.83/0) | | | | | | | Workforce >= 131 : N (1.72/0) | | | | | | Log_workforce >= 4.91 : P (3.53/0) | | | | | Log_workforce >= 5.23 : N (1.72/0) | | | | Workforce >= 202 : P (7.07/0) | | Log_workforce >= 5.71 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Workforce < 353.5 : N (6.89/0) | | | | Workforce >= 353.5 | | | | | Workforce < 408 : P (2.83/0) | | | | | Workforce >= 408 | | | | | | Rotate = 0 : P (1.41/0) | | | | | | Rotate = 1 | | | | | | | Grievances < 6.5 : P (1.41/0) | | | | | | | Grievances >= 6.5 | | | | | | | | Workforce < 430.5 : N (3.45/0) | | | | | | | | Workforce >= 430.5 | | | | | | | | | Grievances < 17.5 | | | | | | | | | | Grievances < 11.5 : P (0.71/0) | | | | | | | | | | Grievances >= 11.5 : N (1.72/0) | | | | | | | | | Grievances >= 17.5 : P (0.71/0) | Grievances >= 19.5 | | Log_workforce < 5.97 | | | Rotate = 0 : N (13.79/0) | | | Rotate = 1 | | | | Grievances < 35 | | | | | Grievances < 27.5 : N (1.72/0) | | | | | Grievances >= 27.5 : P (0.71/0) | | | | Grievances >= 35 : N (3.45/0) | | Log_workforce >= 5.97 | | | Workforce < 494 | | | | Log_workforce < 6.04 : P (2.83/0) | | | | Log_workforce >= 6.04 | | | | | Workforce < 437 : N (1.72/0) | | | | | Workforce >= 437 : P (2.12/0) | | | Workforce >= 494 | | | | Workforce < 905 | | | | | Grievances < 44 | | | | | | Log_workforce < 6.27 : N (3.45/0) | | | | | | Log_workforce >= 6.27 | | | | | | | Workforce < 744 : P (1.41/0) | | | | | | | Workforce >= 744 : N (1.72/0) | | | | | Grievances >= 44 | | | | | | Log_workforce < 6.29 : P (0.71/0) | | | | | | Log_workforce >= 6.29 : N (15.51/0) | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 81 RandomTree ========== Union = 0 | Workforce < 172.5 : P (32.52/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Union = 1 | Workforce < 279.5 | | Rotate = 0 | | | Grievances < 1.5 : P (4.24/0) | | | Grievances >= 1.5 | | | | Workforce < 41 : P (0.71/0) | | | | Workforce >= 41 | | | | | Workforce < 119.5 | | | | | | Workforce < 97 | | | | | | | Grievances < 13.5 | | | | | | | | Log_workforce < 4.38 | | | | | | | | | Workforce < 52.5 : P (0.71/0) | | | | | | | | | Workforce >= 52.5 | | | | | | | | | | Grievances < 8.5 | | | | | | | | | | | Grievances < 3.5 : N (1.72/0) | | | | | | | | | | | Grievances >= 3.5 : P (1.41/0) | | | | | | | | | | Grievances >= 8.5 : N (1.72/0) | | | | | | | | Log_workforce >= 4.38 : N (3.45/0) | | | | | | | Grievances >= 13.5 : N (10.34/0) | | | | | | Workforce >= 97 : P (1.41/0) | | | | | Workforce >= 119.5 : N (3.45/0) | | Rotate = 1 | | | Log_workforce < 5.31 | | | | Grievances < 5.5 | | | | | Grievances < 2.5 | | | | | | Workforce < 88 | | | | | | | Grievances < 1.5 : P (1.41/0) | | | | | | | Grievances >= 1.5 | | | | | | | | Workforce < 80 : P (0.71/0) | | | | | | | | Workforce >= 80 : N (1.72/0) | | | | | | Workforce >= 88 : P (2.83/0) | | | | | Grievances >= 2.5 : P (2.83/0) | | | | Grievances >= 5.5 | | | | | Workforce < 129 : P (1.41/0) | | | | | Workforce >= 129 | | | | | | Workforce < 182 | | | | | | | Workforce < 146.5 : N (1.72/0) | | | | | | | Workforce >= 146.5 : P (1.41/0) | | | | | | Workforce >= 182 : N (1.72/0) | | | Log_workforce >= 5.31 : P (7.07/0) | Workforce >= 279.5 | | Workforce < 361 | | | Workforce < 301 | | | | Grievances < 20.5 : P (0.71/0) | | | | Grievances >= 20.5 : N (3.45/0) | | | Workforce >= 301 : N (12.06/0) | | Workforce >= 361 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Log_workforce < 6.2 | | | | | Workforce < 430.5 | | | | | | Workforce < 419.5 | | | | | | | Rotate = 0 : P (2.83/0) | | | | | | | Rotate = 1 | | | | | | | | Workforce < 376.5 : P (0.71/0) | | | | | | | | Workforce >= 376.5 | | | | | | | | | Grievances < 6.5 : P (1.41/0) | | | | | | | | | Grievances >= 6.5 | | | | | | | | | | Workforce < 394 : N (1.72/0) | | | | | | | | | | Workforce >= 394 | | | | | | | | | | | Grievances < 8 : N (1.72/0) | | | | | | | | | | | Grievances >= 8 : P (1.41/0) | | | | | | Workforce >= 419.5 : N (3.45/0) | | | | | Workforce >= 430.5 : P (4.95/0) | | | | Log_workforce >= 6.2 | | | | | Workforce < 905 | | | | | | Grievances < 44 | | | | | | | Workforce < 533 : N (5.17/0) | | | | | | | Workforce >= 533 | | | | | | | | Workforce < 760.5 : P (2.12/0) | | | | | | | | Workforce >= 760.5 : N (1.72/0) | | | | | | Grievances >= 44 | | | | | | | Log_workforce < 6.29 : P (0.71/0) | | | | | | | Log_workforce >= 6.29 : N (15.51/0) | | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 81 RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Workforce < 190.5 | | | Rotate = 0 : N (1.72/0) | | | Rotate = 1 : P (0.71/0) | | Workforce >= 190.5 : P (7.07/0) Grievances >= 0.5 | Grievances < 19.5 | | Log_workforce < 5.71 | | | Workforce < 202 | | | | Log_workforce < 3.99 : P (3.53/0) | | | | Log_workforce >= 3.99 | | | | | Rotate = 0 | | | | | | Workforce < 119.5 | | | | | | | Grievances < 14.5 | | | | | | | | Workforce < 97.5 | | | | | | | | | Grievances < 7 | | | | | | | | | | Grievances < 5.5 | | | | | | | | | | | Workforce < 77 : P (0.71/0) | | | | | | | | | | | Workforce >= 77 : N (3.45/0) | | | | | | | | | | Grievances >= 5.5 : P (0.71/0) | | | | | | | | | Grievances >= 7 : N (5.17/0) | | | | | | | | Workforce >= 97.5 : P (0.71/0) | | | | | | | Grievances >= 14.5 : P (0.71/0) | | | | | | Workforce >= 119.5 : N (3.45/0) | | | | | Rotate = 1 | | | | | | Workforce < 187 | | | | | | | Workforce < 136 | | | | | | | | Workforce < 131 | | | | | | | | | Grievances < 2.5 | | | | | | | | | | Workforce < 80 : P (2.12/0) | | | | | | | | | | Workforce >= 80 | | | | | | | | | | | Workforce < 88 : N (1.72/0) | | | | | | | | | | | Workforce >= 88 : P (2.12/0) | | | | | | | | | Grievances >= 2.5 : P (2.12/0) | | | | | | | | Workforce >= 131 : N (1.72/0) | | | | | | | Workforce >= 136 : P (3.53/0) | | | | | | Workforce >= 187 : N (1.72/0) | | | Workforce >= 202 : P (7.07/0) | | Log_workforce >= 5.71 | | | Grievances < 5.5 : N (8.62/0) | | | Grievances >= 5.5 | | | | Workforce < 353.5 : N (6.89/0) | | | | Workforce >= 353.5 | | | | | Log_workforce < 6.01 : P (2.83/0) | | | | | Log_workforce >= 6.01 | | | | | | Rotate = 0 : P (1.41/0) | | | | | | Rotate = 1 | | | | | | | Workforce < 411.5 : N (1.72/0) | | | | | | | Workforce >= 411.5 | | | | | | | | Workforce < 421.5 : P (0.71/0) | | | | | | | | Workforce >= 421.5 | | | | | | | | | Log_workforce < 6.06 : N (1.72/0) | | | | | | | | | Log_workforce >= 6.06 | | | | | | | | | | Grievances < 11.5 : P (1.41/0) | | | | | | | | | | Grievances >= 11.5 | | | | | | | | | | | Grievances < 17.5 : N (1.72/0) | | | | | | | | | | | Grievances >= 17.5 : P (0.71/0) | Grievances >= 19.5 | | Workforce < 392.5 | | | Grievances < 31.5 | | | | Rotate = 0 : N (6.89/0) | | | | Rotate = 1 | | | | | Grievances < 27.5 : N (1.72/0) | | | | | Grievances >= 27.5 : P (0.71/0) | | | Grievances >= 31.5 : N (10.34/0) | | Workforce >= 392.5 | | | Log_workforce < 6.2 | | | | Rotate = 0 : P (2.83/0) | | | | Rotate = 1 | | | | | Log_workforce < 6.08 | | | | | | Grievances < 44 : N (1.72/0) | | | | | | Grievances >= 44 : P (0.71/0) | | | | | Log_workforce >= 6.08 : P (1.41/0) | | | Log_workforce >= 6.2 | | | | Grievances < 80.5 | | | | | Grievances < 44 | | | | | | Grievances < 24 : N (3.45/0) | | | | | | Grievances >= 24 | | | | | | | Workforce < 744 : P (1.41/0) | | | | | | | Workforce >= 744 : N (1.72/0) | | | | | Grievances >= 44 : N (12.06/0) | | | | Grievances >= 80.5 | | | | | Grievances < 92.5 : P (0.71/0) | | | | | Grievances >= 92.5 | | | | | | Log_workforce < 6.81 : N (3.45/0) | | | | | | Log_workforce >= 6.81 : P (0.71/0) Size of the tree : 89 RandomTree ========== Grievances < 0.5 | Workforce < 172.5 : P (35.35/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Grievances >= 0.5 | Workforce < 279.5 | | Log_workforce < 5.31 | | | Grievances < 18.5 | | | | Workforce < 54.5 : P (3.53/0) | | | | Workforce >= 54.5 | | | | | Rotate = 0 | | | | | | Grievances < 14.5 | | | | | | | Grievances < 9 | | | | | | | | Workforce < 77 : P (0.71/0) | | | | | | | | Workforce >= 77 | | | | | | | | | Grievances < 5.5 : N (5.17/0) | | | | | | | | | Grievances >= 5.5 | | | | | | | | | | Grievances < 7 : P (0.71/0) | | | | | | | | | | Grievances >= 7 | | | | | | | | | | | Workforce < 97.5 : N (1.72/0) | | | | | | | | | | | Workforce >= 97.5 : P (0.71/0) | | | | | | | Grievances >= 9 : N (5.17/0) | | | | | | Grievances >= 14.5 : P (0.71/0) | | | | | Rotate = 1 | | | | | | Workforce < 187 | | | | | | | Workforce < 136 | | | | | | | | Workforce < 131 | | | | | | | | | Workforce < 88 | | | | | | | | | | Log_workforce < 4.38 : P (2.12/0) | | | | | | | | | | Log_workforce >= 4.38 : N (1.72/0) | | | | | | | | | Workforce >= 88 : P (4.24/0) | | | | | | | | Workforce >= 131 : N (1.72/0) | | | | | | | Workforce >= 136 : P (3.53/0) | | | | | | Workforce >= 187 : N (1.72/0) | | | Grievances >= 18.5 : N (8.62/0) | | Log_workforce >= 5.31 : P (7.07/0) | Workforce >= 279.5 | | Log_workforce < 5.89 | | | Grievances < 5.5 : P (0.71/0) | | | Grievances >= 5.5 : N (15.51/0) | | Log_workforce >= 5.89 | | | Workforce < 522 | | | | Grievances < 5.5 : N (8.62/0) | | | | Grievances >= 5.5 | | | | | Workforce < 430.5 | | | | | | Rotate = 0 : P (2.83/0) | | | | | | Rotate = 1 | | | | | | | Workforce < 419 | | | | | | | | Workforce < 376.5 : P (0.71/0) | | | | | | | | Workforce >= 376.5 | | | | | | | | | Workforce < 394 : N (1.72/0) | | | | | | | | | Workforce >= 394 | | | | | | | | | | Grievances < 8 | | | | | | | | | | | Grievances < 6.5 : P (1.41/0) | | | | | | | | | | | Grievances >= 6.5 : N (1.72/0) | | | | | | | | | | Grievances >= 8 : P (1.41/0) | | | | | | | Workforce >= 419 : N (3.45/0) | | | | | Workforce >= 430.5 | | | | | | Workforce < 494 : P (4.95/0) | | | | | | Workforce >= 494 | | | | | | | Workforce < 514.5 : N (1.72/0) | | | | | | | Workforce >= 514.5 : P (0.71/0) | | | Workforce >= 522 | | | | Workforce < 905 | | | | | Workforce < 641 | | | | | | Grievances < 35 | | | | | | | Grievances < 24 : N (3.45/0) | | | | | | | Grievances >= 24 : P (0.71/0) | | | | | | Grievances >= 35 : N (12.06/0) | | | | | Workforce >= 641 | | | | | | Grievances < 55.5 | | | | | | | Grievances < 41.5 | | | | | | | | Workforce < 760.5 : P (0.71/0) | | | | | | | | Workforce >= 760.5 : N (1.72/0) | | | | | | | Grievances >= 41.5 : P (0.71/0) | | | | | | Grievances >= 55.5 : N (3.45/0) | | | | Workforce >= 905 : P (0.71/0) Size of the tree : 79 RandomTree ========== Union = 0 | Workforce < 172.5 : P (32.52/0) | Workforce >= 172.5 | | Rotate = 0 : N (1.72/0) | | Rotate = 1 : P (7.78/0) Union = 1 | Grievances < 19.5 | | Workforce < 54.5 : P (6.36/0) | | Workforce >= 54.5 | | | Rotate = 0 | | | | Log_workforce < 6.1 | | | | | Grievances < 14.5 | | | | | | Grievances < 9.5 | | | | | | | Log_workforce < 4.34 : P (0.71/0) | | | | | | | Log_workforce >= 4.34 | | | | | | | | Log_workforce < 5.99 | | | | | | | | | Workforce < 346 | | | | | | | | | | Workforce < 130.5 | | | | | | | | | | | Log_workforce < 4.57 | | | | | | | | | | | | Grievances < 5.5 : N (3.45/0) | | | | | | | | | | | | Grievances >= 5.5 | | | | | | | | | | | | | Workforce < 80 : P (0.71/0) | | | | | | | | | | | | | Workforce >= 80 : N (1.72/0) | | | | | | | | | | | Log_workforce >= 4.57 : P (0.71/0) | | | | | | | | | | Workforce >= 130.5 : N (5.17/0) | | | | | | | | | Workforce >= 346 : P (0.71/0) | | | | | | | | Log_workforce >= 5.99 : N (1.72/0) | | | | | | Grievances >= 9.5 : N (8.62/0) | | | | | Grievances >= 14.5 : P (0.71/0) | | | | Log_workforce >= 6.1 : P (1.41/0) | | | Rotate = 1 | | | | Workforce < 366 | | | | | Workforce < 202 | | | | | | Grievances < 5.5 | | | | | | | Log_workforce < 4.48 | | | | | | | | Workforce < 80 : P (2.12/0) | | | | | | | | Workforce >= 80 : N (1.72/0) | | | | | | | Log_workforce >= 4.48 : P (4.95/0) | | | | | | Grievances >= 5.5 | | | | | | | Log_workforce < 4.86 : P (1.41/0) | | | | | | | Log_workforce >= 4.86 | | | | | | | | Grievances < 10 | | | | | | | | | Workforce < 178.5 | | | | | | | | | | Log_workforce < 4.98 : N (1.72/0) | | | | | | | | | | Log_workforce >= 4.98 : P (0.71/0) | | | | | | | | | Workforce >= 178.5 : N (1.72/0) | | | | | | | | Grievances >= 10 : P (0.71/0) | | | | | Workforce >= 202 : P (7.78/0) | | | | Workforce >= 366 | | | | | Workforce < 610.5 | | | | | | Grievances < 5.5 : N (6.89/0) | | | | | | Grievances >= 5.5 | | | | | | | Grievances < 6.5 : P (2.12/0) | | | | | | | Grievances >= 6.5 | | | | | | | | Workforce < 404.5 : P (0.71/0) | | | | | | | | Workforce >= 404.5 | | | | | | | | | Workforce < 430.5 : N (3.45/0) | | | | | | | | | Workforce >= 430.5 | | | | | | | | | | Grievances < 11.5 : P (0.71/0) | | | | | | | | | | Grievances >= 11.5 : N (1.72/0) | | | | | Workforce >= 610.5 : P (0.71/0) | Grievances >= 19.5 | | Log_workforce < 5.97 | | | Grievances < 31.5 | | | | Grievances < 29 : N (8.62/0) | | | | Grievances >= 29 : P (0.71/0) | | | Grievances >= 31.5 : N (10.34/0) | | Log_workforce >= 5.97 | | | Workforce < 494 | | | | Log_workforce < 6.04 : P (2.83/0) | | | | Log_workforce >= 6.04 | | | | | Workforce < 437 : N (1.72/0) | | | | | Workforce >= 437 : P (2.12/0) | | | Workforce >= 494 | | | | Log_workforce < 6.81 | | | | | Workforce < 545.5 | | | | | | Grievances < 24 : N (3.45/0) | | | | | | Grievances >= 24 : P (1.41/0) | | | | | Workforce >= 545.5 | | | | | | Grievances < 44 | | | | | | | Grievances < 41.5 : N (1.72/0) | | | | | | | Grievances >= 41.5 : P (0.71/0) | | | | | | Grievances >= 44 : N (15.51/0) | | | | Log_workforce >= 6.81 : P (0.71/0) Size of the tree : 85 Number of performed Iterations: 10