Decorate base classifiers: J48 pruned tree ------------------ CLO <= 8.38 | CLO <= 5.63 | | CLO <= 4: P (1000.0/12.0) | | CLO > 4 | | | month <= 10: P (703.0/48.0) | | | month > 10 | | | | year <= 65: P (24.0) | | | | year > 65 | | | | | KIL <= 1.25 | | | | | | BIR <= 2.42: N (7.0) | | | | | | BIR > 2.42 | | | | | | | CLO <= 4.83: P (9.0/2.0) | | | | | | | CLO > 4.83: N (3.0) | | | | | KIL > 1.25 | | | | | | CLO <= 4.33: P (13.0) | | | | | | CLO > 4.33 | | | | | | | year <= 73 | | | | | | | | DUB <= 3.37: N (5.0) | | | | | | | | DUB > 3.37 | | | | | | | | | day <= 26 | | | | | | | | | | day <= 24 | | | | | | | | | | | month <= 11 | | | | | | | | | | | | CLO <= 5.37: P (5.0) | | | | | | | | | | | | CLO > 5.37 | | | | | | | | | | | | | CLO <= 5.5: N (3.0) | | | | | | | | | | | | | CLO > 5.5: P (3.0/1.0) | | | | | | | | | | | month > 11 | | | | | | | | | | | | RPT <= 12.38 | | | | | | | | | | | | | RPT <= 9.29: P (2.0) | | | | | | | | | | | | | RPT > 9.29: N (4.0/1.0) | | | | | | | | | | | | RPT > 12.38: P (5.0) | | | | | | | | | | day > 24: N (4.0) | | | | | | | | | day > 26: P (7.0) | | | | | | | year > 73: P (23.0/3.0) | CLO > 5.63 | | year <= 65 | | | DUB <= 10.41 | | | | BEL <= 15.54: P (338.0/9.0) | | | | BEL > 15.54 | | | | | DUB <= 7.54: P (17.0) | | | | | DUB > 7.54 | | | | | | CLA <= 7.87: N (5.0) | | | | | | CLA > 7.87: P (4.0) | | | DUB > 10.41 | | | | BEL <= 14.58 | | | | | day <= 24: P (27.0/2.0) | | | | | day > 24 | | | | | | RPT <= 12.83: P (5.0/1.0) | | | | | | RPT > 12.83: N (3.0) | | | | BEL > 14.58: N (7.0/1.0) | | year > 65 | | | month <= 8 | | | | month <= 3 | | | | | BEL <= 9.04 | | | | | | month <= 1 | | | | | | | RPT <= 10.71: N (4.0) | | | | | | | RPT > 10.71: P (8.0/1.0) | | | | | | month > 1 | | | | | | | month <= 2 | | | | | | | | RPT <= 7: N (2.0) | | | | | | | | RPT > 7: P (24.0/2.0) | | | | | | | month > 2 | | | | | | | | RPT <= 9.17: P (15.0) | | | | | | | | RPT > 9.17 | | | | | | | | | MUL <= 6.92: P (6.0) | | | | | | | | | MUL > 6.92 | | | | | | | | | | KIL <= 6.38 | | | | | | | | | | | RPT <= 10.58 | | | | | | | | | | | | RPT <= 10.29: N (2.0) | | | | | | | | | | | | RPT > 10.29: P (2.0) | | | | | | | | | | | RPT > 10.58: N (4.0) | | | | | | | | | | KIL > 6.38: P (5.0) | | | | | BEL > 9.04 | | | | | | CLA <= 11.46 | | | | | | | year <= 68 | | | | | | | | month <= 2 | | | | | | | | | ROS <= 12 | | | | | | | | | | SHA <= 6.71: N (4.0/1.0) | | | | | | | | | | SHA > 6.71: P (11.0) | | | | | | | | | ROS > 12: N (3.0) | | | | | | | | month > 2: P (6.0) | | | | | | | year > 68 | | | | | | | | month <= 1 | | | | | | | | | BIR <= 9.59: N (40.0/9.0) | | | | | | | | | BIR > 9.59: P (3.0) | | | | | | | | month > 1 | | | | | | | | | CLO <= 6.79 | | | | | | | | | | DUB <= 11.34 | | | | | | | | | | | year <= 70 | | | | | | | | | | | | SHA <= 7.29: N (3.0) | | | | | | | | | | | | SHA > 7.29: P (4.0/1.0) | | | | | | | | | | | year > 70: P (31.0/4.0) | | | | | | | | | | DUB > 11.34: N (4.0) | | | | | | | | | CLO > 6.79 | | | | | | | | | | KIL <= 4.38: N (18.0) | | | | | | | | | | KIL > 4.38 | | | | | | | | | | | year <= 70: N (8.0/1.0) | | | | | | | | | | | year > 70 | | | | | | | | | | | | day <= 8: P (7.0) | | | | | | | | | | | | day > 8 | | | | | | | | | | | | | SHA <= 9.25: N (6.0) | | | | | | | | | | | | | SHA > 9.25 | | | | | | | | | | | | | | BEL <= 14: P (11.0/1.0) | | | | | | | | | | | | | | BEL > 14: N (3.0) | | | | | | CLA > 11.46: N (10.0) | | | | month > 3 | | | | | BEL <= 10.75: P (240.0/17.0) | | | | | BEL > 10.75 | | | | | | DUB <= 6.87: P (92.0/9.0) | | | | | | DUB > 6.87 | | | | | | | ROS <= 10.96 | | | | | | | | DUB <= 10.08: P (85.0/37.0) | | | | | | | | DUB > 10.08 | | | | | | | | | BEL <= 12.62 | | | | | | | | | | month <= 6: N (2.0) | | | | | | | | | | month > 6: P (4.0/1.0) | | | | | | | | | BEL > 12.62: N (14.0) | | | | | | | ROS > 10.96 | | | | | | | | year <= 68: P (14.0) | | | | | | | | year > 68 | | | | | | | | | CLO <= 7.87 | | | | | | | | | | month <= 6: P (32.0/1.0) | | | | | | | | | | month > 6 | | | | | | | | | | | BIR <= 6.17: N (2.0) | | | | | | | | | | | BIR > 6.17: P (9.0/2.0) | | | | | | | | | CLO > 7.87 | | | | | | | | | | day <= 2: N (3.0) | | | | | | | | | | day > 2 | | | | | | | | | | | year <= 73 | | | | | | | | | | | | BIR <= 7.83: N (6.0/1.0) | | | | | | | | | | | | BIR > 7.83: P (4.0) | | | | | | | | | | | year > 73: P (6.0) | | | month > 8 | | | | BEL <= 9.5 | | | | | VAL <= 12.21 | | | | | | month <= 10 | | | | | | | day <= 2: N (2.0) | | | | | | | day > 2: P (22.0/4.0) | | | | | | month > 10 | | | | | | | CLO <= 6.38 | | | | | | | | BIR <= 3.71: P (7.0) | | | | | | | | BIR > 3.71 | | | | | | | | | BIR <= 4.17: N (3.0) | | | | | | | | | BIR > 4.17: P (4.0/1.0) | | | | | | | CLO > 6.38 | | | | | | | | RPT <= 9.79: N (10.0) | | | | | | | | RPT > 9.79 | | | | | | | | | VAL <= 9.75 | | | | | | | | | | SHA <= 11.42: P (6.0/1.0) | | | | | | | | | | SHA > 11.42: N (2.0) | | | | | | | | | VAL > 9.75: N (4.0) | | | | | VAL > 12.21: P (20.0/1.0) | | | | BEL > 9.5 | | | | | month <= 10 | | | | | | year <= 69 | | | | | | | SHA <= 6.96: N (8.0/1.0) | | | | | | | SHA > 6.96 | | | | | | | | month <= 9 | | | | | | | | | year <= 68: P (15.0/1.0) | | | | | | | | | year > 68: N (3.0) | | | | | | | | month > 9 | | | | | | | | | DUB <= 9.46: P (14.0) | | | | | | | | | DUB > 9.46: N (4.0/1.0) | | | | | | year > 69 | | | | | | | CLO <= 7.38 | | | | | | | | month <= 9: P (34.0/11.0) | | | | | | | | month > 9 | | | | | | | | | DUB <= 7.25 | | | | | | | | | | KIL <= 2.71 | | | | | | | | | | | SHA <= 6.58: P (5.0/1.0) | | | | | | | | | | | SHA > 6.58: N (4.0) | | | | | | | | | | KIL > 2.71: P (7.0) | | | | | | | | | DUB > 7.25: N (21.0/3.0) | | | | | | | CLO > 7.38 | | | | | | | | month <= 9: N (16.0) | | | | | | | | month > 9 | | | | | | | | | DUB <= 10.29 | | | | | | | | | | RPT <= 13.75 | | | | | | | | | | | KIL <= 3.33: P (2.0) | | | | | | | | | | | KIL > 3.33: N (9.0) | | | | | | | | | | RPT > 13.75: P (4.0) | | | | | | | | | DUB > 10.29: N (8.0) | | | | | month > 10 | | | | | | VAL <= 13.96 | | | | | | | month <= 11 | | | | | | | | SHA <= 9 | | | | | | | | | MUL <= 8.75 | | | | | | | | | | ROS <= 10.5 | | | | | | | | | | | day <= 23 | | | | | | | | | | | | RPT <= 10.96: N (13.0) | | | | | | | | | | | | RPT > 10.96: P (5.0/1.0) | | | | | | | | | | | day > 23: P (6.0/1.0) | | | | | | | | | | ROS > 10.5: N (12.0) | | | | | | | | | MUL > 8.75: P (3.0) | | | | | | | | SHA > 9: N (20.0) | | | | | | | month > 11: N (45.0/7.0) | | | | | | VAL > 13.96 | | | | | | | BEL <= 16.21 | | | | | | | | MUL <= 8.79: N (6.0/1.0) | | | | | | | | MUL > 8.79 | | | | | | | | | BEL <= 13.5: P (9.0) | | | | | | | | | BEL > 13.5 | | | | | | | | | | VAL <= 16.33: N (4.0/1.0) | | | | | | | | | | VAL > 16.33: P (4.0) | | | | | | | BEL > 16.21: N (5.0) CLO > 8.38 | MUL <= 10.67 | | year <= 66 | | | CLO <= 10.54 | | | | day <= 23 | | | | | year <= 63: P (138.0/22.0) | | | | | year > 63 | | | | | | month <= 2 | | | | | | | day <= 20 | | | | | | | | month <= 1 | | | | | | | | | KIL <= 6.5: N (4.0) | | | | | | | | | KIL > 6.5: P (5.0/1.0) | | | | | | | | month > 1: N (10.0) | | | | | | | day > 20: P (5.0) | | | | | | month > 2 | | | | | | | month <= 8 | | | | | | | | MUL <= 6.08: P (17.0) | | | | | | | | MUL > 6.08 | | | | | | | | | KIL <= 6.54 | | | | | | | | | | VAL <= 6.63: P (9.0) | | | | | | | | | | VAL > 6.63 | | | | | | | | | | | BIR <= 7.46 | | | | | | | | | | | | DUB <= 8.58: P (6.0) | | | | | | | | | | | | DUB > 8.58 | | | | | | | | | | | | | BIR <= 6.58: N (7.0) | | | | | | | | | | | | | BIR > 6.58: P (4.0/1.0) | | | | | | | | | | | BIR > 7.46: N (6.0) | | | | | | | | | KIL > 6.54: P (30.0/2.0) | | | | | | | month > 8 | | | | | | | | CLA <= 8.33 | | | | | | | | | MUL <= 8.04 | | | | | | | | | | CLO <= 9.87 | | | | | | | | | | | year <= 64: P (6.0/1.0) | | | | | | | | | | | year > 64 | | | | | | | | | | | | ROS <= 10.79: N (3.0) | | | | | | | | | | | | ROS > 10.79 | | | | | | | | | | | | | MUL <= 6.63: P (4.0) | | | | | | | | | | | | | MUL > 6.63: N (4.0/1.0) | | | | | | | | | | CLO > 9.87: N (4.0) | | | | | | | | | MUL > 8.04: N (8.0) | | | | | | | | CLA > 8.33 | | | | | | | | | VAL <= 7.92: N (2.0) | | | | | | | | | VAL > 7.92 | | | | | | | | | | MUL <= 8.58: P (13.0) | | | | | | | | | | MUL > 8.58: N (3.0/1.0) | | | | day > 23 | | | | | year <= 61 | | | | | | RPT <= 10.17: N (4.0/1.0) | | | | | | RPT > 10.17: P (8.0) | | | | | year > 61 | | | | | | MUL <= 6.83 | | | | | | | month <= 2: N (3.0) | | | | | | | month > 2 | | | | | | | | BIR <= 4.71 | | | | | | | | | BIR <= 4.04: P (2.0) | | | | | | | | | BIR > 4.04: N (2.0) | | | | | | | | BIR > 4.71: P (13.0) | | | | | | MUL > 6.83 | | | | | | | KIL <= 5.17: N (12.0) | | | | | | | KIL > 5.17 | | | | | | | | month <= 6 | | | | | | | | | month <= 3 | | | | | | | | | | month <= 1: P (2.0) | | | | | | | | | | month > 1 | | | | | | | | | | | KIL <= 5.83: P (2.0) | | | | | | | | | | | KIL > 5.83: N (8.0/1.0) | | | | | | | | | month > 3 | | | | | | | | | | ROS <= 6.92: N (3.0/1.0) | | | | | | | | | | ROS > 6.92: P (9.0) | | | | | | | | month > 6 | | | | | | | | | KIL <= 8.38: N (21.0/4.0) | | | | | | | | | KIL > 8.38: P (3.0) | | | CLO > 10.54 | | | | DUB <= 11.58 | | | | | DUB <= 8.67 | | | | | | MUL <= 6.96 | | | | | | | day <= 25: N (9.0) | | | | | | | day > 25: P (5.0/1.0) | | | | | | MUL > 6.96 | | | | | | | DUB <= 8 | | | | | | | | CLA <= 9.62: P (8.0) | | | | | | | | CLA > 9.62 | | | | | | | | | year <= 62: N (3.0) | | | | | | | | | year > 62 | | | | | | | | | | month <= 8: P (7.0/1.0) | | | | | | | | | | month > 8: N (2.0) | | | | | | | DUB > 8: P (14.0) | | | | | DUB > 8.67: N (135.0/50.0) | | | | DUB > 11.58 | | | | | ROS <= 19.95 | | | | | | BEL <= 18.79 | | | | | | | day <= 4: N (15.0) | | | | | | | day > 4 | | | | | | | | month <= 3 | | | | | | | | | BEL <= 15.46: N (26.0) | | | | | | | | | BEL > 15.46 | | | | | | | | | | CLA <= 12.38 | | | | | | | | | | | DUB <= 14.79: N (8.0) | | | | | | | | | | | DUB > 14.79: P (3.0/1.0) | | | | | | | | | | CLA > 12.38: P (2.0) | | | | | | | | month > 3 | | | | | | | | | month <= 5 | | | | | | | | | | DUB <= 11.67: N (2.0) | | | | | | | | | | DUB > 11.67: P (8.0/1.0) | | | | | | | | | month > 5 | | | | | | | | | | day <= 16 | | | | | | | | | | | ROS <= 10: N (6.0) | | | | | | | | | | | ROS > 10 | | | | | | | | | | | | MUL <= 9.33: P (4.0) | | | | | | | | | | | | MUL > 9.33 | | | | | | | | | | | | | day <= 13 | | | | | | | | | | | | | | RPT <= 14.09: P (3.0/1.0) | | | | | | | | | | | | | | RPT > 14.09: N (4.0) | | | | | | | | | | | | | day > 13: P (2.0) | | | | | | | | | | day > 16 | | | | | | | | | | | MUL <= 10.08: N (19.0) | | | | | | | | | | | MUL > 10.08 | | | | | | | | | | | | RPT <= 13.21: P (2.0) | | | | | | | | | | | | RPT > 13.21: N (4.0) | | | | | | BEL > 18.79: N (42.0) | | | | | ROS > 19.95 | | | | | | DUB <= 14.79: N (7.0) | | | | | | DUB > 14.79: P (9.0) | | year > 66 | | | month <= 7 | | | | BEL <= 17.83 | | | | | day <= 12 | | | | | | KIL <= 5: N (35.0/2.0) | | | | | | KIL > 5 | | | | | | | MUL <= 8.75 | | | | | | | | ROS <= 8.46: P (6.0) | | | | | | | | ROS > 8.46 | | | | | | | | | BEL <= 14.71 | | | | | | | | | | day <= 3: N (3.0) | | | | | | | | | | day > 3: P (18.0/5.0) | | | | | | | | | BEL > 14.71: N (7.0) | | | | | | | MUL > 8.75: N (80.0/18.0) | | | | | day > 12 | | | | | | month <= 2 | | | | | | | BEL <= 12.62 | | | | | | | | CLA <= 9.92 | | | | | | | | | VAL <= 11.79 | | | | | | | | | | RPT <= 10.08: P (5.0/1.0) | | | | | | | | | | RPT > 10.08: N (6.0) | | | | | | | | | VAL > 11.79: P (7.0) | | | | | | | | CLA > 9.92: N (6.0) | | | | | | | BEL > 12.62: N (29.0/2.0) | | | | | | month > 2 | | | | | | | CLO <= 9.79 | | | | | | | | month <= 4 | | | | | | | | | BIR <= 6.92: P (19.0) | | | | | | | | | BIR > 6.92 | | | | | | | | | | KIL <= 6: N (5.0) | | | | | | | | | | KIL > 6: P (11.0/1.0) | | | | | | | | month > 4 | | | | | | | | | BIR <= 7.33 | | | | | | | | | | ROS <= 11.75 | | | | | | | | | | | month <= 6 | | | | | | | | | | | | day <= 21 | | | | | | | | | | | | | VAL <= 9.75: P (3.0) | | | | | | | | | | | | | VAL > 9.75: N (3.0/1.0) | | | | | | | | | | | | day > 21: N (4.0) | | | | | | | | | | | month > 6: N (9.0) | | | | | | | | | | ROS > 11.75: P (4.0) | | | | | | | | | BIR > 7.33 | | | | | | | | | | ROS <= 13.25: P (12.0) | | | | | | | | | | ROS > 13.25 | | | | | | | | | | | VAL <= 12.58: N (4.0) | | | | | | | | | | | VAL > 12.58: P (2.0) | | | | | | | CLO > 9.79 | | | | | | | | BIR <= 6.79: N (9.0) | | | | | | | | BIR > 6.79 | | | | | | | | | MUL <= 10.08: P (41.0/19.0) | | | | | | | | | MUL > 10.08 | | | | | | | | | | KIL <= 9.13: N (13.0) | | | | | | | | | | KIL > 9.13 | | | | | | | | | | | month <= 4: N (3.0/1.0) | | | | | | | | | | | month > 4: P (2.0) | | | | BEL > 17.83 | | | | | MUL <= 7.04: P (2.0) | | | | | MUL > 7.04: N (55.0/2.0) | | | month > 7 | | | | DUB <= 6.79 | | | | | year <= 75 | | | | | | SHA <= 11.42 | | | | | | | year <= 70: P (6.0) | | | | | | | year > 70 | | | | | | | | year <= 72: N (5.0) | | | | | | | | year > 72: P (4.0/1.0) | | | | | | SHA > 11.42: N (6.0/1.0) | | | | | year > 75: N (10.0) | | | | DUB > 6.79: N (245.0/18.0) | MUL > 10.67 | | BEL <= 15.67 | | | year <= 65 | | | | month <= 11 | | | | | CLO <= 10.92 | | | | | | BEL <= 13.37: P (17.0/1.0) | | | | | | BEL > 13.37 | | | | | | | day <= 19: N (4.0) | | | | | | | day > 19: P (2.0) | | | | | CLO > 10.92 | | | | | | BIR <= 12.96 | | | | | | | CLA <= 12.96 | | | | | | | | BIR <= 11.25 | | | | | | | | | day <= 17 | | | | | | | | | | RPT <= 13.17: N (8.0) | | | | | | | | | | RPT > 13.17 | | | | | | | | | | | CLA <= 11.12 | | | | | | | | | | | | MUL <= 11.17: P (3.0) | | | | | | | | | | | | MUL > 11.17: N (6.0) | | | | | | | | | | | CLA > 11.12: P (6.0) | | | | | | | | | day > 17: N (24.0/1.0) | | | | | | | | BIR > 11.25 | | | | | | | | | CLA <= 12.12: P (6.0) | | | | | | | | | CLA > 12.12 | | | | | | | | | | day <= 21: N (4.0) | | | | | | | | | | day > 21: P (3.0) | | | | | | | CLA > 12.96: N (15.0) | | | | | | BIR > 12.96 | | | | | | | KIL <= 12.08 | | | | | | | | SHA <= 16.62: P (3.0) | | | | | | | | SHA > 16.62: N (3.0) | | | | | | | KIL > 12.08: P (8.0) | | | | month > 11: N (6.0) | | | year > 65 | | | | CLO <= 10.67 | | | | | BEL <= 12.67 | | | | | | month <= 3 | | | | | | | BIR <= 11.25 | | | | | | | | ROS <= 12.17 | | | | | | | | | RPT <= 11.25: N (2.0) | | | | | | | | | RPT > 11.25: P (2.0) | | | | | | | | ROS > 12.17: N (9.0) | | | | | | | BIR > 11.25: P (2.0) | | | | | | month > 3 | | | | | | | ROS <= 10.96: N (6.0/1.0) | | | | | | | ROS > 10.96 | | | | | | | | CLO <= 10.04: P (19.0/2.0) | | | | | | | | CLO > 10.04 | | | | | | | | | day <= 12: P (2.0) | | | | | | | | | day > 12: N (4.0) | | | | | BEL > 12.67 | | | | | | VAL <= 19.87 | | | | | | | DUB <= 16.38: N (55.0/2.0) | | | | | | | DUB > 16.38: P (3.0/1.0) | | | | | | VAL > 19.87: P (4.0/1.0) | | | | CLO > 10.67: N (191.0/12.0) | | BEL > 15.67 | | | CLO <= 11.71 | | | | KIL <= 11.83: N (281.0/25.0) | | | | KIL > 11.83 | | | | | BIR <= 12.33 | | | | | | VAL <= 21.59: N (9.0) | | | | | | VAL > 21.59: P (2.0) | | | | | BIR > 12.33: P (6.0) | | | CLO > 11.71: N (1102.0/24.0) Number of Leaves : 232 Size of the tree : 463 J48 pruned tree ------------------ BIR <= 6.96202 | MUL <= 7.18502 | | CLA <= 8.042441 | | | KIL <= 6.554251 | | | | RPT <= 13.308722 | | | | | DUB <= 7.147838 | | | | | | CLO <= 4.68622: P (1075.0/23.0) | | | | | | CLO > 4.68622 | | | | | | | month <= 10.711369 | | | | | | | | year <= 65.576836: P (213.0/7.0) | | | | | | | | year > 65.576836 | | | | | | | | | CLO <= 7.769058 | | | | | | | | | | KIL <= 2.938865 | | | | | | | | | | | ROS <= 8.1442 | | | | | | | | | | | | MUL <= 4.722305: P (38.0) | | | | | | | | | | | | MUL > 4.722305 | | | | | | | | | | | | | KIL <= 2.478474 | | | | | | | | | | | | | | MUL <= 5.17: N (8.0/1.0) | | | | | | | | | | | | | | MUL > 5.17: P (23.0/6.0) | | | | | | | | | | | | | KIL > 2.478474: P (12.0) | | | | | | | | | | | ROS > 8.1442 | | | | | | | | | | | | ROS <= 9.46: N (8.0/1.0) | | | | | | | | | | | | ROS > 9.46 | | | | | | | | | | | | | SHA <= 8.431187: P (8.0) | | | | | | | | | | | | | SHA > 8.431187: N (3.0) | | | | | | | | | | KIL > 2.938865: P (211.0/10.0) | | | | | | | | | CLO > 7.769058 | | | | | | | | | | RPT <= 11.348895 | | | | | | | | | | | BIR <= 5.751489 | | | | | | | | | | | | ROS <= 12.782783 | | | | | | | | | | | | | CLA <= 5.702061: P (7.0) | | | | | | | | | | | | | CLA > 5.702061 | | | | | | | | | | | | | | day <= 14: N (4.0) | | | | | | | | | | | | | | day > 14: P (6.0/1.0) | | | | | | | | | | | | ROS > 12.782783: N (3.0) | | | | | | | | | | | BIR > 5.751489: P (8.0) | | | | | | | | | | RPT > 11.348895: N (8.0/1.0) | | | | | | | month > 10.711369 | | | | | | | | CLO <= 7.559142 | | | | | | | | | year <= 65.49688: P (12.0) | | | | | | | | | year > 65.49688 | | | | | | | | | | month <= 11.498634 | | | | | | | | | | | day <= 26.491724 | | | | | | | | | | | | CLO <= 5.29: P (5.0/1.0) | | | | | | | | | | | | CLO > 5.29: N (11.0/1.0) | | | | | | | | | | | day > 26.491724: P (3.0) | | | | | | | | | | month > 11.498634 | | | | | | | | | | | year <= 70.49884: P (8.0) | | | | | | | | | | | year > 70.49884 | | | | | | | | | | | | ROS <= 9.724549: N (5.0/1.0) | | | | | | | | | | | | ROS > 9.724549: P (3.0) | | | | | | | | CLO > 7.559142: N (10.0/1.0) | | | | | DUB > 7.147838 | | | | | | BEL <= 9.604376 | | | | | | | DUB <= 10.136351 | | | | | | | | month <= 11.498634 | | | | | | | | | month <= 2.778031 | | | | | | | | | | BIR <= 5.886405 | | | | | | | | | | | CLO <= 4.681504: P (18.0) | | | | | | | | | | | CLO > 4.681504 | | | | | | | | | | | | month <= 1.116035 | | | | | | | | | | | | | MUL <= 5.939654 | | | | | | | | | | | | | | day <= 3: N (3.0/1.0) | | | | | | | | | | | | | | day > 3: P (6.0) | | | | | | | | | | | | | MUL > 5.939654: N (3.0) | | | | | | | | | | | | month > 1.116035 | | | | | | | | | | | | | DUB <= 8.689348: P (12.0) | | | | | | | | | | | | | DUB > 8.689348 | | | | | | | | | | | | | | ROS <= 12.263353: N (3.0) | | | | | | | | | | | | | | ROS > 12.263353: P (4.0) | | | | | | | | | | BIR > 5.886405: N (4.0) | | | | | | | | | month > 2.778031 | | | | | | | | | | MUL <= 4.722305: P (70.0) | | | | | | | | | | MUL > 4.722305 | | | | | | | | | | | BIR <= 1.978906 | | | | | | | | | | | | year <= 72.49815: P (3.0) | | | | | | | | | | | | year > 72.49815: N (5.0) | | | | | | | | | | | BIR > 1.978906: P (131.0/10.0) | | | | | | | | month > 11.498634 | | | | | | | | | RPT <= 9.641358 | | | | | | | | | | KIL <= 3.25 | | | | | | | | | | | VAL <= 1.852088: N (2.0) | | | | | | | | | | | VAL > 1.852088: P (10.0/1.0) | | | | | | | | | | KIL > 3.25: N (6.0) | | | | | | | | | RPT > 9.641358: P (8.0) | | | | | | | DUB > 10.136351 | | | | | | | | MUL <= 4.574907: P (11.0) | | | | | | | | MUL > 4.574907 | | | | | | | | | VAL <= 11.36632 | | | | | | | | | | CLA <= 6.09998 | | | | | | | | | | | year <= 75.496662 | | | | | | | | | | | | ROS <= 8.982587: N (7.0) | | | | | | | | | | | | ROS > 8.982587 | | | | | | | | | | | | | RPT <= 10.58: P (3.0) | | | | | | | | | | | | | RPT > 10.58: N (4.0/1.0) | | | | | | | | | | | year > 75.496662: P (4.0) | | | | | | | | | | CLA > 6.09998: P (8.0) | | | | | | | | | VAL > 11.36632: N (9.0/1.0) | | | | | | BEL > 9.604376 | | | | | | | month <= 8.438957 | | | | | | | | month <= 4.941378 | | | | | | | | | year <= 64.499087 | | | | | | | | | | month <= 4.245843: P (21.0) | | | | | | | | | | month > 4.245843: N (2.0) | | | | | | | | | year > 64.499087 | | | | | | | | | | KIL <= 1.782688: N (9.0) | | | | | | | | | | KIL > 1.782688 | | | | | | | | | | | month <= 2.499132 | | | | | | | | | | | | RPT <= 10.71 | | | | | | | | | | | | | day <= 23.493678: N (12.0) | | | | | | | | | | | | | day > 23.493678: P (4.0/1.0) | | | | | | | | | | | | RPT > 10.71: P (8.0/1.0) | | | | | | | | | | | month > 2.499132 | | | | | | | | | | | | VAL <= 7.663455: P (19.0/1.0) | | | | | | | | | | | | VAL > 7.663455 | | | | | | | | | | | | | KIL <= 4.475276: N (7.0) | | | | | | | | | | | | | KIL > 4.475276: P (7.0/1.0) | | | | | | | | month > 4.941378 | | | | | | | | | day <= 0.885926 | | | | | | | | | | BIR <= 1.29: P (2.0) | | | | | | | | | | BIR > 1.29: N (4.0) | | | | | | | | | day > 0.885926 | | | | | | | | | | KIL <= 5.792214 | | | | | | | | | | | VAL <= 2.064316: N (3.0/1.0) | | | | | | | | | | | VAL > 2.064316: P (56.0) | | | | | | | | | | KIL > 5.792214 | | | | | | | | | | | CLO <= 7.716557: P (6.0) | | | | | | | | | | | CLO > 7.716557: N (4.0) | | | | | | | month > 8.438957 | | | | | | | | year <= 73.963592 | | | | | | | | | MUL <= 5.269666 | | | | | | | | | | CLO <= 5.25 | | | | | | | | | | | DUB <= 9.04: N (5.0) | | | | | | | | | | | DUB > 9.04: P (2.0) | | | | | | | | | | CLO > 5.25 | | | | | | | | | | | DUB <= 12.190976: P (18.0) | | | | | | | | | | | DUB > 12.190976 | | | | | | | | | | | | year <= 69.636566: N (2.0) | | | | | | | | | | | | year > 69.636566: P (2.0) | | | | | | | | | MUL > 5.269666: N (56.0/24.0) | | | | | | | | year > 73.963592 | | | | | | | | | MUL <= 5.269666 | | | | | | | | | | RPT <= 10.71: N (3.0) | | | | | | | | | | RPT > 10.71: P (2.0) | | | | | | | | | MUL > 5.269666: N (13.0) | | | | RPT > 13.308722 | | | | | SHA <= 11.812796 | | | | | | BEL <= 12.754509 | | | | | | | ROS <= 7.2059 | | | | | | | | RPT <= 15.525721 | | | | | | | | | month <= 8.195691: P (8.0/1.0) | | | | | | | | | month > 8.195691: N (2.0) | | | | | | | | RPT > 15.525721: N (5.0) | | | | | | | ROS > 7.2059 | | | | | | | | SHA <= 6.939467 | | | | | | | | | MUL <= 3.978097: N (3.0) | | | | | | | | | MUL > 3.978097 | | | | | | | | | | MUL <= 5.876421: P (9.0) | | | | | | | | | | MUL > 5.876421 | | | | | | | | | | | day <= 18.918797 | | | | | | | | | | | | SHA <= 6.46: P (7.0) | | | | | | | | | | | | SHA > 6.46: N (3.0/1.0) | | | | | | | | | | | day > 18.918797: N (5.0/1.0) | | | | | | | | SHA > 6.939467: P (65.0/5.0) | | | | | | BEL > 12.754509 | | | | | | | CLO <= 5.33: N (16.0) | | | | | | | CLO > 5.33 | | | | | | | | BIR <= 3.862013: P (13.0) | | | | | | | | BIR > 3.862013 | | | | | | | | | BEL <= 14.402646: N (8.0/1.0) | | | | | | | | | BEL > 14.402646 | | | | | | | | | | day <= 12.75266: P (6.0) | | | | | | | | | | day > 12.75266 | | | | | | | | | | | month <= 6.14475: N (5.0/1.0) | | | | | | | | | | | month > 6.14475: P (6.0/1.0) | | | | | SHA > 11.812796 | | | | | | CLO <= 4.25: N (14.0) | | | | | | CLO > 4.25 | | | | | | | ROS <= 17.476321 | | | | | | | | month <= 4.42573: N (10.0) | | | | | | | | month > 4.42573: P (23.0/10.0) | | | | | | | ROS > 17.476321: P (5.0) | | | KIL > 6.554251 | | | | CLO <= 6.16383 | | | | | KIL <= 8.354854 | | | | | | DUB <= 10.794099 | | | | | | | MUL <= 2.331396: N (6.0) | | | | | | | MUL > 2.331396 | | | | | | | | year <= 72.46358 | | | | | | | | | SHA <= 12.976449: P (31.0/2.0) | | | | | | | | | SHA > 12.976449: N (2.0) | | | | | | | | year > 72.46358: N (5.0/1.0) | | | | | | DUB > 10.794099: N (8.0) | | | | | KIL > 8.354854 | | | | | | month <= 10.929267: N (37.0) | | | | | | month > 10.929267 | | | | | | | VAL <= 10.817993: P (2.0) | | | | | | | VAL > 10.817993: N (3.0) | | | | CLO > 6.16383 | | | | | DUB <= 5.073294 | | | | | | CLO <= 10.252745 | | | | | | | CLA <= 6.509432: N (12.0) | | | | | | | CLA > 6.509432 | | | | | | | | KIL <= 8.323732: N (3.0) | | | | | | | | KIL > 8.323732: P (4.0/1.0) | | | | | | CLO > 10.252745 | | | | | | | ROS <= 11.596499 | | | | | | | | day <= 13.005746: N (2.0) | | | | | | | | day > 13.005746: P (11.0) | | | | | | | ROS > 11.596499 | | | | | | | | month <= 8.758227: N (5.0) | | | | | | | | month > 8.758227: P (2.0) | | | | | DUB > 5.073294 | | | | | | month <= 3.461124 | | | | | | | DUB <= 9.328769 | | | | | | | | year <= 69.687151 | | | | | | | | | VAL <= 11.342612: N (7.0/1.0) | | | | | | | | | VAL > 11.342612: P (4.0) | | | | | | | | year > 69.687151: N (8.0) | | | | | | | DUB > 9.328769 | | | | | | | | day <= 25.807586 | | | | | | | | | BIR <= 5.63: P (16.0/1.0) | | | | | | | | | BIR > 5.63 | | | | | | | | | | day <= 20.551522: N (4.0) | | | | | | | | | | day > 20.551522: P (2.0) | | | | | | | | day > 25.807586: N (3.0) | | | | | | month > 3.461124: P (152.0/37.0) | | CLA > 8.042441 | | | CLO <= 4.243801 | | | | day <= 25.951731: N (90.0) | | | | day > 25.951731 | | | | | day <= 26.04415: P (2.0) | | | | | day > 26.04415: N (9.0) | | | CLO > 4.243801 | | | | CLO <= 10.693485 | | | | | VAL <= 5.771346: N (76.0/20.0) | | | | | VAL > 5.771346 | | | | | | BEL <= 9.647691 | | | | | | | CLA <= 8.837534 | | | | | | | | SHA <= 12.253289 | | | | | | | | | KIL <= 7.118116: P (15.0) | | | | | | | | | KIL > 7.118116: N (4.0/1.0) | | | | | | | | SHA > 12.253289: N (5.0) | | | | | | | CLA > 8.837534 | | | | | | | | BIR <= 6.602065: N (62.0/10.0) | | | | | | | | BIR > 6.602065: P (4.0) | | | | | | BEL > 9.647691 | | | | | | | MUL <= 1.930169 | | | | | | | | day <= 22.644749 | | | | | | | | | DUB <= 13.21: N (20.0/1.0) | | | | | | | | | DUB > 13.21 | | | | | | | | | | DUB <= 16.58: P (4.0) | | | | | | | | | | DUB > 16.58: N (3.0) | | | | | | | | day > 22.644749: P (6.0/1.0) | | | | | | | MUL > 1.930169 | | | | | | | | CLA <= 12.934464 | | | | | | | | | RPT <= 12.624262 | | | | | | | | | | year <= 64.097918 | | | | | | | | | | | VAL <= 13.75: P (48.0) | | | | | | | | | | | VAL > 13.75: N (3.0/1.0) | | | | | | | | | | year > 64.097918 | | | | | | | | | | | BEL <= 18.80055: P (109.0/28.0) | | | | | | | | | | | BEL > 18.80055 | | | | | | | | | | | | month <= 5.760233: N (7.0) | | | | | | | | | | | | month > 5.760233 | | | | | | | | | | | | | month <= 9.692767: P (4.0) | | | | | | | | | | | | | month > 9.692767: N (2.0) | | | | | | | | | RPT > 12.624262 | | | | | | | | | | year <= 65.941311 | | | | | | | | | | | BIR <= 6.460393: N (17.0/1.0) | | | | | | | | | | | BIR > 6.460393: P (5.0/1.0) | | | | | | | | | | year > 65.941311 | | | | | | | | | | | month <= 6.958622 | | | | | | | | | | | | CLO <= 7.347942: P (9.0/1.0) | | | | | | | | | | | | CLO > 7.347942 | | | | | | | | | | | | | VAL <= 10.220836: N (7.0) | | | | | | | | | | | | | VAL > 10.220836 | | | | | | | | | | | | | | CLA <= 9.857795: N (6.0/1.0) | | | | | | | | | | | | | | CLA > 9.857795: P (4.0) | | | | | | | | | | | month > 6.958622 | | | | | | | | | | | | CLO <= 6.21: N (2.0) | | | | | | | | | | | | CLO > 6.21: P (26.0/2.0) | | | | | | | | CLA > 12.934464 | | | | | | | | | year <= 68.267458 | | | | | | | | | | VAL <= 9.034115: P (3.0/1.0) | | | | | | | | | | VAL > 9.034115: N (18.0) | | | | | | | | | year > 68.267458 | | | | | | | | | | VAL <= 11.844104: P (10.0) | | | | | | | | | | VAL > 11.844104 | | | | | | | | | | | BIR <= 2.432752: P (3.0) | | | | | | | | | | | BIR > 2.432752 | | | | | | | | | | | | month <= 8.717281: N (9.0) | | | | | | | | | | | | month > 8.717281: P (2.0) | | | | CLO > 10.693485 | | | | | BEL <= 19.414211 | | | | | | day <= 8.729567 | | | | | | | ROS <= 10.116906: N (19.0/7.0) | | | | | | | ROS > 10.116906 | | | | | | | | KIL <= 8.321349: P (21.0/2.0) | | | | | | | | KIL > 8.321349 | | | | | | | | | year <= 66.858171: P (2.0) | | | | | | | | | year > 66.858171: N (4.0) | | | | | | day > 8.729567 | | | | | | | year <= 66.150305 | | | | | | | | CLO <= 15.967703 | | | | | | | | | BIR <= 2.552327 | | | | | | | | | | DUB <= 3.051238: P (2.0) | | | | | | | | | | DUB > 3.051238: N (8.0) | | | | | | | | | BIR > 2.552327 | | | | | | | | | | MUL <= 4.541987 | | | | | | | | | | | RPT <= 8.798404: P (4.0) | | | | | | | | | | | RPT > 8.798404: N (6.0/1.0) | | | | | | | | | | MUL > 4.541987: P (7.0) | | | | | | | | CLO > 15.967703: P (7.0) | | | | | | | year > 66.150305 | | | | | | | | SHA <= 8.215156 | | | | | | | | | BEL <= 17.972127 | | | | | | | | | | DUB <= 5.429225 | | | | | | | | | | | year <= 69.924776: N (5.0/1.0) | | | | | | | | | | | year > 69.924776: P (3.0) | | | | | | | | | | DUB > 5.429225: P (36.0/2.0) | | | | | | | | | BEL > 17.972127: N (5.0/1.0) | | | | | | | | SHA > 8.215156: P (95.0/3.0) | | | | | BEL > 19.414211 | | | | | | month <= 6.491318 | | | | | | | year <= 65.192917: P (2.0) | | | | | | | year > 65.192917: N (13.0) | | | | | | month > 6.491318 | | | | | | | BIR <= 6.301578: P (15.0/1.0) | | | | | | | BIR > 6.301578: N (4.0) | MUL > 7.18502 | | CLO <= 5.533983 | | | MUL <= 8.121285 | | | | DUB <= 11.361032 | | | | | SHA <= 13.952515 | | | | | | CLA <= 9.71 | | | | | | | year <= 67.879837 | | | | | | | | MUL <= 7.41: P (2.0) | | | | | | | | MUL > 7.41: N (6.0) | | | | | | | year > 67.879837: P (83.0/11.0) | | | | | | CLA > 9.71: N (10.0/1.0) | | | | | SHA > 13.952515: N (10.0) | | | | DUB > 11.361032: N (27.0/1.0) | | | MUL > 8.121285: N (441.0/22.0) | | CLO > 5.533983 | | | CLO <= 10.630357 | | | | month <= 10.853225 | | | | | BEL <= 5.694611 | | | | | | day <= 14.936438 | | | | | | | BIR <= -0.705215: P (5.0) | | | | | | | BIR > -0.705215 | | | | | | | | BIR <= 6.482589 | | | | | | | | | BIR <= 3.946187 | | | | | | | | | | RPT <= 13.278096: P (8.0/1.0) | | | | | | | | | | RPT > 13.278096: N (3.0) | | | | | | | | | BIR > 3.946187 | | | | | | | | | | ROS <= 6.671434: P (2.0) | | | | | | | | | | ROS > 6.671434: N (17.0/1.0) | | | | | | | | BIR > 6.482589: P (8.0/1.0) | | | | | | day > 14.936438: N (49.0/8.0) | | | | | BEL > 5.694611: P (1291.0/595.0) | | | | month > 10.853225 | | | | | SHA <= 13.295579 | | | | | | KIL <= 5.07399 | | | | | | | year <= 68.87369 | | | | | | | | BEL <= 15.444474 | | | | | | | | | day <= 18.61375: N (10.0) | | | | | | | | | day > 18.61375 | | | | | | | | | | VAL <= 7.854977: N (6.0/1.0) | | | | | | | | | | VAL > 7.854977: P (4.0) | | | | | | | | BEL > 15.444474: P (4.0) | | | | | | | year > 68.87369 | | | | | | | | CLO <= 7.988651 | | | | | | | | | ROS <= 13.059214 | | | | | | | | | | BIR <= 5.662559: N (18.0) | | | | | | | | | | BIR > 5.662559 | | | | | | | | | | | year <= 75.587598: N (8.0/1.0) | | | | | | | | | | | year > 75.587598: P (2.0) | | | | | | | | | ROS > 13.059214: P (2.0) | | | | | | | | CLO > 7.988651: N (32.0) | | | | | | KIL > 5.07399 | | | | | | | day <= 23.262909 | | | | | | | | VAL <= 6.325: N (11.0/1.0) | | | | | | | | VAL > 6.325 | | | | | | | | | day <= 10.16106 | | | | | | | | | | MUL <= 7.519667: P (3.0) | | | | | | | | | | MUL > 7.519667 | | | | | | | | | | | DUB <= 11.303805: N (10.0) | | | | | | | | | | | DUB > 11.303805 | | | | | | | | | | | | VAL <= 14.02695: N (6.0/1.0) | | | | | | | | | | | | VAL > 14.02695: P (2.0) | | | | | | | | | day > 10.16106 | | | | | | | | | | SHA <= 12.423517: P (32.0/7.0) | | | | | | | | | | SHA > 12.423517: N (3.0) | | | | | | | day > 23.262909 | | | | | | | | CLA <= 11.211233 | | | | | | | | | month <= 11.323638 | | | | | | | | | | SHA <= 8.63569: P (2.0) | | | | | | | | | | SHA > 8.63569: N (6.0) | | | | | | | | | month > 11.323638: N (18.0) | | | | | | | | CLA > 11.211233: P (3.0) | | | | | SHA > 13.295579 | | | | | | ROS <= 8.356875: P (8.0) | | | | | | ROS > 8.356875 | | | | | | | MUL <= 11.504629 | | | | | | | | year <= 70.018065 | | | | | | | | | BEL <= 12.585734: P (3.0) | | | | | | | | | BEL > 12.585734: N (3.0) | | | | | | | | year > 70.018065: P (6.0) | | | | | | | MUL > 11.504629 | | | | | | | | BIR <= 3.55769 | | | | | | | | | SHA <= 15.718639: P (2.0) | | | | | | | | | SHA > 15.718639: N (2.0) | | | | | | | | BIR > 3.55769: N (7.0) | | | CLO > 10.630357 | | | | MUL <= 11.009603 | | | | | year <= 65.763712 | | | | | | KIL <= 8.338788 | | | | | | | DUB <= 8.803963 | | | | | | | | BIR <= 5.347075: N (30.0/1.0) | | | | | | | | BIR > 5.347075 | | | | | | | | | MUL <= 8.305374 | | | | | | | | | | MUL <= 7.848363 | | | | | | | | | | | year <= 61.664769: P (3.0/1.0) | | | | | | | | | | | year > 61.664769: N (3.0) | | | | | | | | | | MUL > 7.848363: P (3.0) | | | | | | | | | MUL > 8.305374: N (4.0) | | | | | | | DUB > 8.803963 | | | | | | | | KIL <= 5.922379 | | | | | | | | | MUL <= 7.926937 | | | | | | | | | | year <= 61.127003: P (2.0) | | | | | | | | | | year > 61.127003: N (7.0) | | | | | | | | | MUL > 7.926937 | | | | | | | | | | BIR <= 6.688237: P (20.0/2.0) | | | | | | | | | | BIR > 6.688237: N (4.0/1.0) | | | | | | | | KIL > 5.922379 | | | | | | | | | day <= 27.023704 | | | | | | | | | | DUB <= 10.144391 | | | | | | | | | | | DUB <= 9.342297: N (3.0) | | | | | | | | | | | DUB > 9.342297: P (3.0) | | | | | | | | | | DUB > 10.144391: N (17.0) | | | | | | | | | day > 27.023704: P (2.0) | | | | | | KIL > 8.338788: P (22.0/5.0) | | | | | year > 65.763712 | | | | | | BIR <= 5.642836: P (221.0/31.0) | | | | | | BIR > 5.642836 | | | | | | | SHA <= 7.674525: P (23.0/1.0) | | | | | | | SHA > 7.674525 | | | | | | | | VAL <= 8.866691: P (31.0/5.0) | | | | | | | | VAL > 8.866691 | | | | | | | | | VAL <= 16.646307 | | | | | | | | | | CLA <= 9.160752 | | | | | | | | | | | month <= 3.830215: P (5.0) | | | | | | | | | | | month > 3.830215 | | | | | | | | | | | | DUB <= 15.350137 | | | | | | | | | | | | | day <= 7.401749: P (2.0) | | | | | | | | | | | | | day > 7.401749 | | | | | | | | | | | | | | year <= 72.897301: N (11.0/1.0) | | | | | | | | | | | | | | year > 72.897301: P (2.0) | | | | | | | | | | | | DUB > 15.350137: P (3.0) | | | | | | | | | | CLA > 9.160752 | | | | | | | | | | | DUB <= 7.202148: P (2.0) | | | | | | | | | | | DUB > 7.202148 | | | | | | | | | | | | ROS <= 15.604283: N (18.0) | | | | | | | | | | | | ROS > 15.604283 | | | | | | | | | | | | | ROS <= 16.730243: P (2.0) | | | | | | | | | | | | | ROS > 16.730243: N (3.0) | | | | | | | | | VAL > 16.646307: P (7.0) | | | | MUL > 11.009603: P (312.0/29.0) BIR > 6.96202 | CLO <= 4.626309 | | year <= 68.098719: N (259.0/1.0) | | year > 68.098719 | | | CLO <= 3.660574 | | | | KIL <= 5.830689 | | | | | BEL <= 13.599612 | | | | | | BIR <= 7.358217: P (4.0) | | | | | | BIR > 7.358217: N (61.0/6.0) | | | | | BEL > 13.599612: N (51.0) | | | | KIL > 5.830689: N (154.0) | | | CLO > 3.660574 | | | | MUL <= 10.124141 | | | | | DUB <= 13.970234 | | | | | | KIL <= 7.057053 | | | | | | | month <= 6.00086 | | | | | | | | BEL <= 15.800326 | | | | | | | | | BIR <= 9.264393: P (14.0) | | | | | | | | | BIR > 9.264393 | | | | | | | | | | BIR <= 11.12: N (2.0) | | | | | | | | | | BIR > 11.12: P (3.0) | | | | | | | | BEL > 15.800326: N (4.0) | | | | | | | month > 6.00086 | | | | | | | | BIR <= 8.188724 | | | | | | | | | CLA <= 5.374252: P (3.0) | | | | | | | | | CLA > 5.374252 | | | | | | | | | | BEL <= 14.461774: N (7.0) | | | | | | | | | | BEL > 14.461774: P (2.0) | | | | | | | | BIR > 8.188724: N (10.0) | | | | | | KIL > 7.057053 | | | | | | | day <= 27.875605: N (19.0) | | | | | | | day > 27.875605 | | | | | | | | month <= 8.864434: N (2.0) | | | | | | | | month > 8.864434: P (2.0) | | | | | DUB > 13.970234: N (17.0) | | | | MUL > 10.124141: N (39.0) | CLO > 4.626309 | | CLA <= 10.782964 | | | CLO <= 12.793845 | | | | CLO <= 5.629314 | | | | | CLA <= 3.110985: N (30.0/1.0) | | | | | CLA > 3.110985 | | | | | | SHA <= 8.063243: N (44.0/5.0) | | | | | | SHA > 8.063243 | | | | | | | VAL <= 7.736152 | | | | | | | | year <= 76.960654: N (27.0) | | | | | | | | year > 76.960654: P (5.0/1.0) | | | | | | | VAL > 7.736152 | | | | | | | | RPT <= 8.821902: N (14.0/1.0) | | | | | | | | RPT > 8.821902 | | | | | | | | | SHA <= 16.119547: P (67.0/26.0) | | | | | | | | | SHA > 16.119547: N (5.0) | | | | CLO > 5.629314 | | | | | CLA <= 8.701681: P (1475.0/671.0) | | | | | CLA > 8.701681 | | | | | | MUL <= 9.458216 | | | | | | | BEL <= 17.389368 | | | | | | | | BIR <= 11.424152: P (356.0/137.0) | | | | | | | | BIR > 11.424152 | | | | | | | | | CLO <= 8.909721 | | | | | | | | | | SHA <= 15.49153: N (17.0) | | | | | | | | | | SHA > 15.49153 | | | | | | | | | | | BEL <= 11.205813: N (3.0) | | | | | | | | | | | BEL > 11.205813: P (4.0/1.0) | | | | | | | | | CLO > 8.909721 | | | | | | | | | | month <= 5.727439 | | | | | | | | | | | month <= 1.662785: P (2.0) | | | | | | | | | | | month > 1.662785: N (8.0) | | | | | | | | | | month > 5.727439 | | | | | | | | | | | RPT <= 15.931289: P (11.0) | | | | | | | | | | | RPT > 15.931289: N (3.0/1.0) | | | | | | | BEL > 17.389368 | | | | | | | | ROS <= 7.96 | | | | | | | | | month <= 4.495809: N (2.0) | | | | | | | | | month > 4.495809 | | | | | | | | | | VAL <= 10.25 | | | | | | | | | | | CLA <= 9.919686: N (3.0) | | | | | | | | | | | CLA > 9.919686: P (4.0) | | | | | | | | | | VAL > 10.25: P (8.0) | | | | | | | | ROS > 7.96: N (68.0/17.0) | | | | | | MUL > 9.458216 | | | | | | | SHA <= 8.232095 | | | | | | | | month <= 6.447994 | | | | | | | | | MUL <= 11.833278 | | | | | | | | | | MUL <= 10.271327: P (4.0/1.0) | | | | | | | | | | MUL > 10.271327: N (6.0) | | | | | | | | | MUL > 11.833278: P (5.0) | | | | | | | | month > 6.447994: P (18.0) | | | | | | | SHA > 8.232095 | | | | | | | | CLO <= 9.702972 | | | | | | | | | CLA <= 10.533926: N (172.0/63.0) | | | | | | | | | CLA > 10.533926 | | | | | | | | | | RPT <= 16.510116 | | | | | | | | | | | SHA <= 10.67: N (5.0) | | | | | | | | | | | SHA > 10.67 | | | | | | | | | | | | CLA <= 10.742439: P (10.0/1.0) | | | | | | | | | | | | CLA > 10.742439: N (2.0) | | | | | | | | | | RPT > 16.510116: P (9.0) | | | | | | | | CLO > 9.702972 | | | | | | | | | KIL <= 4.096211 | | | | | | | | | | CLO <= 10.043905: N (3.0) | | | | | | | | | | CLO > 10.043905 | | | | | | | | | | | month <= 10.251847: P (10.0) | | | | | | | | | | | month > 10.251847: N (2.0) | | | | | | | | | KIL > 4.096211 | | | | | | | | | | DUB <= 11.193706 | | | | | | | | | | | month <= 9.497745 | | | | | | | | | | | | ROS <= 15.104417 | | | | | | | | | | | | | CLO <= 12.398979 | | | | | | | | | | | | | | year <= 70.963411 | | | | | | | | | | | | | | | CLA <= 9.781284 | | | | | | | | | | | | | | | | ROS <= 12.562392: N (12.0/1.0) | | | | | | | | | | | | | | | | ROS > 12.562392: P (5.0/1.0) | | | | | | | | | | | | | | | CLA > 9.781284 | | | | | | | | | | | | | | | | CLO <= 11.67: P (12.0) | | | | | | | | | | | | | | | | CLO > 11.67: N (3.0/1.0) | | | | | | | | | | | | | | year > 70.963411 | | | | | | | | | | | | | | | RPT <= 13.25 | | | | | | | | | | | | | | | | ROS <= 10.627724: N (3.0) | | | | | | | | | | | | | | | | ROS > 10.627724: P (5.0) | | | | | | | | | | | | | | | RPT > 13.25: N (17.0/1.0) | | | | | | | | | | | | | CLO > 12.398979: P (6.0) | | | | | | | | | | | | ROS > 15.104417: N (9.0) | | | | | | | | | | | month > 9.497745 | | | | | | | | | | | | RPT <= 18.477494: N (17.0) | | | | | | | | | | | | RPT > 18.477494: P (3.0/1.0) | | | | | | | | | | DUB > 11.193706 | | | | | | | | | | | year <= 64.951002 | | | | | | | | | | | | month <= 9.497745 | | | | | | | | | | | | | year <= 61.492558 | | | | | | | | | | | | | | MUL <= 10.851147 | | | | | | | | | | | | | | | RPT <= 13.22985: N (2.0) | | | | | | | | | | | | | | | RPT > 13.22985: P (2.0) | | | | | | | | | | | | | | MUL > 10.851147: N (8.0) | | | | | | | | | | | | | year > 61.492558 | | | | | | | | | | | | | | month <= 6.497485 | | | | | | | | | | | | | | | month <= 4 | | | | | | | | | | | | | | | | RPT <= 13.42: P (2.0) | | | | | | | | | | | | | | | | RPT > 13.42: N (3.0) | | | | | | | | | | | | | | | month > 4: P (6.0) | | | | | | | | | | | | | | month > 6.497485 | | | | | | | | | | | | | | | ROS <= 13.059214: N (6.0) | | | | | | | | | | | | | | | ROS > 13.059214: P (3.0/1.0) | | | | | | | | | | | | month > 9.497745: N (13.0) | | | | | | | | | | | year > 64.951002: N (142.0/10.0) | | | CLO > 12.793845 | | | | KIL <= 5.8184: P (199.0/32.0) | | | | KIL > 5.8184 | | | | | CLA <= 8.383944: P (186.0/60.0) | | | | | CLA > 8.383944 | | | | | | SHA <= 8.705983 | | | | | | | BEL <= 8.435522: N (2.0) | | | | | | | BEL > 8.435522 | | | | | | | | VAL <= 11.982663: P (16.0) | | | | | | | | VAL > 11.982663 | | | | | | | | | ROS <= 12.071571 | | | | | | | | | | MUL <= 13.483207: N (4.0) | | | | | | | | | | MUL > 13.483207: P (2.0) | | | | | | | | | ROS > 12.071571: P (6.0) | | | | | | SHA > 8.705983 | | | | | | | DUB <= 9.504081 | | | | | | | | month <= 8.506801 | | | | | | | | | KIL <= 7.37138: P (6.0) | | | | | | | | | KIL > 7.37138 | | | | | | | | | | CLA <= 10.356204 | | | | | | | | | | | BIR <= 11.519803: N (9.0) | | | | | | | | | | | BIR > 11.519803 | | | | | | | | | | | | BEL <= 11.378009: N (2.0) | | | | | | | | | | | | BEL > 11.378009: P (3.0) | | | | | | | | | | CLA > 10.356204: P (4.0) | | | | | | | | month > 8.506801: P (12.0) | | | | | | | DUB > 9.504081 | | | | | | | | BIR <= 8.168612 | | | | | | | | | SHA <= 11.494358: N (5.0/1.0) | | | | | | | | | SHA > 11.494358: P (9.0/1.0) | | | | | | | | BIR > 8.168612: N (94.0/8.0) | | CLA > 10.782964 | | | MUL <= 10.45252 | | | | month <= 0.947417 | | | | | SHA <= 11.835961 | | | | | | BEL <= 7.651458: N (4.0) | | | | | | BEL > 7.651458 | | | | | | | CLO <= 5.623682: N (3.0) | | | | | | | CLO > 5.623682: P (13.0/1.0) | | | | | SHA > 11.835961: P (17.0) | | | | month > 0.947417 | | | | | CLO <= 6.123463 | | | | | | month <= 10.216313: N (60.0/8.0) | | | | | | month > 10.216313 | | | | | | | BEL <= 13.145002: N (2.0) | | | | | | | BEL > 13.145002: P (5.0) | | | | | CLO > 6.123463 | | | | | | BEL <= 18.828056 | | | | | | | CLO <= 8.423088 | | | | | | | | BEL <= 6.91585: N (26.0/1.0) | | | | | | | | BEL > 6.91585 | | | | | | | | | ROS <= 10.414643 | | | | | | | | | | year <= 62.936696: N (5.0) | | | | | | | | | | year > 62.936696 | | | | | | | | | | | day <= 21.919115 | | | | | | | | | | | | KIL <= 3.123668: N (4.0) | | | | | | | | | | | | KIL > 3.123668 | | | | | | | | | | | | | BIR <= 9.883565 | | | | | | | | | | | | | | month <= 7.31374 | | | | | | | | | | | | | | | CLO <= 7.354515 | | | | | | | | | | | | | | | | year <= 75.051719 | | | | | | | | | | | | | | | | | year <= 70.686723: N (3.0/1.0) | | | | | | | | | | | | | | | | | year > 70.686723: P (5.0) | | | | | | | | | | | | | | | | year > 75.051719: N (2.0) | | | | | | | | | | | | | | | CLO > 7.354515: N (4.0) | | | | | | | | | | | | | | month > 7.31374: P (4.0) | | | | | | | | | | | | | BIR > 9.883565: P (7.0) | | | | | | | | | | | day > 21.919115: P (10.0) | | | | | | | | | ROS > 10.414643: N (78.0/24.0) | | | | | | | CLO > 8.423088 | | | | | | | | month <= 3.251654 | | | | | | | | | day <= 2.496298: P (5.0) | | | | | | | | | day > 2.496298: N (81.0/27.0) | | | | | | | | month > 3.251654: P (355.0/147.0) | | | | | | BEL > 18.828056 | | | | | | | ROS <= 8.719415 | | | | | | | | KIL <= 5.388613 | | | | | | | | | VAL <= 16.79518: N (8.0/1.0) | | | | | | | | | VAL > 16.79518: P (2.0) | | | | | | | | KIL > 5.388613: P (15.0/1.0) | | | | | | | ROS > 8.719415 | | | | | | | | CLA <= 15.29633: N (152.0/29.0) | | | | | | | | CLA > 15.29633: P (20.0/9.0) | | | MUL > 10.45252 | | | | BEL <= 14.568227 | | | | | CLO <= 5.987666: N (18.0/1.0) | | | | | CLO > 5.987666 | | | | | | RPT <= 7.751296 | | | | | | | CLO <= 9.843925 | | | | | | | | BIR <= 8.942253: N (6.0/1.0) | | | | | | | | BIR > 8.942253: P (8.0/1.0) | | | | | | | CLO > 9.843925: P (19.0) | | | | | | RPT > 7.751296 | | | | | | | DUB <= 11.091204 | | | | | | | | CLO <= 10.738758 | | | | | | | | | month <= 11.805587: N (40.0/14.0) | | | | | | | | | month > 11.805587: P (6.0/1.0) | | | | | | | | CLO > 10.738758 | | | | | | | | | BEL <= 13.728535: P (39.0/3.0) | | | | | | | | | BEL > 13.728535: N (5.0) | | | | | | | DUB > 11.091204: N (159.0/50.0) | | | | BEL > 14.568227 | | | | | KIL <= 4.71231 | | | | | | CLO <= 7.252652: N (9.0/1.0) | | | | | | CLO > 7.252652 | | | | | | | year <= 69.714183: P (16.0) | | | | | | | year > 69.714183 | | | | | | | | VAL <= 9.693262: P (8.0/1.0) | | | | | | | | VAL > 9.693262: N (8.0/1.0) | | | | | KIL > 4.71231 | | | | | | SHA <= 9.687055 | | | | | | | SHA <= 3.854412: P (12.0/1.0) | | | | | | | SHA > 3.854412 | | | | | | | | BIR <= 12.547497 | | | | | | | | | CLO <= 10.767196: N (9.0) | | | | | | | | | CLO > 10.767196 | | | | | | | | | | DUB <= 9.677665: P (3.0) | | | | | | | | | | DUB > 9.677665: N (6.0/1.0) | | | | | | | | BIR > 12.547497: P (5.0) | | | | | | SHA > 9.687055 | | | | | | | CLO <= 10.803599 | | | | | | | | year <= 65.981004 | | | | | | | | | MUL <= 13.293733 | | | | | | | | | | KIL <= 8.546238: N (5.0) | | | | | | | | | | KIL > 8.546238 | | | | | | | | | | | CLA <= 11.160836: N (2.0) | | | | | | | | | | | CLA > 11.160836 | | | | | | | | | | | | CLA <= 13.979922: P (6.0) | | | | | | | | | | | | CLA > 13.979922: N (3.0/1.0) | | | | | | | | | MUL > 13.293733: P (5.0) | | | | | | | | year > 65.981004: N (115.0/19.0) | | | | | | | CLO > 10.803599 | | | | | | | | BEL <= 20.751574 | | | | | | | | | year <= 65.49688 | | | | | | | | | | VAL <= 16.396303: N (160.0/12.0) | | | | | | | | | | VAL > 16.396303 | | | | | | | | | | | DUB <= 17.29 | | | | | | | | | | | | BEL <= 19.849924 | | | | | | | | | | | | | year <= 61.492558: P (3.0) | | | | | | | | | | | | | year > 61.492558 | | | | | | | | | | | | | | DUB <= 13.123559: N (6.0/1.0) | | | | | | | | | | | | | | DUB > 13.123559 | | | | | | | | | | | | | | | ROS <= 19.101658: P (11.0/1.0) | | | | | | | | | | | | | | | ROS > 19.101658: N (4.0/1.0) | | | | | | | | | | | | BEL > 19.849924: N (8.0) | | | | | | | | | | | DUB > 17.29 | | | | | | | | | | | | month <= 10.490288: N (21.0) | | | | | | | | | | | | month > 10.490288: P (3.0/1.0) | | | | | | | | | year > 65.49688 | | | | | | | | | | DUB <= 9.25 | | | | | | | | | | | VAL <= 13.83: P (5.0/1.0) | | | | | | | | | | | VAL > 13.83: N (11.0) | | | | | | | | | | DUB > 9.25: N (412.0/12.0) | | | | | | | | BEL > 20.751574: N (582.0/3.0) Number of Leaves : 385 Size of the tree : 769 J48 pruned tree ------------------ CLO <= 8.12713 | MUL <= 7.253433 | | CLA <= 7.04 | | | DUB <= 9.052503 | | | | BIR <= 7.723427 | | | | | SHA <= 11.970338 | | | | | | CLO <= 4.05893 | | | | | | | BEL <= 13.603902: P (945.0/14.0) | | | | | | | BEL > 13.603902 | | | | | | | | CLA <= 3.627624: N (6.0/1.0) | | | | | | | | CLA > 3.627624 | | | | | | | | | CLA <= 6.649106: P (17.0/1.0) | | | | | | | | | CLA > 6.649106: N (2.0) | | | | | | CLO > 4.05893 | | | | | | | year <= 65.574197: P (331.0/10.0) | | | | | | | year > 65.574197 | | | | | | | | month <= 10.982717 | | | | | | | | | CLO <= 6.102416 | | | | | | | | | | KIL <= 1.977906 | | | | | | | | | | | DUB <= 5.559293: P (45.0/2.0) | | | | | | | | | | | DUB > 5.559293 | | | | | | | | | | | | ROS <= 4.344933: P (5.0) | | | | | | | | | | | | ROS > 4.344933 | | | | | | | | | | | | | year <= 70.49977: N (6.0) | | | | | | | | | | | | | year > 70.49977 | | | | | | | | | | | | | | RPT <= 4.770582: N (4.0) | | | | | | | | | | | | | | RPT > 4.770582 | | | | | | | | | | | | | | | VAL <= 3.25: N (4.0/1.0) | | | | | | | | | | | | | | | VAL > 3.25: P (5.0) | | | | | | | | | | KIL > 1.977906 | | | | | | | | | | | year <= 67.496591: P (51.0) | | | | | | | | | | | year > 67.496591 | | | | | | | | | | | | year <= 71.155708 | | | | | | | | | | | | | BEL <= 10.809844 | | | | | | | | | | | | | | MUL <= 2.021537 | | | | | | | | | | | | | | | ROS <= 10.69611: N (3.0) | | | | | | | | | | | | | | | ROS > 10.69611: P (2.0) | | | | | | | | | | | | | | MUL > 2.021537: P (94.0/2.0) | | | | | | | | | | | | | BEL > 10.809844 | | | | | | | | | | | | | | RPT <= 6.894406: P (11.0) | | | | | | | | | | | | | | RPT > 6.894406 | | | | | | | | | | | | | | | VAL <= 8.814362 | | | | | | | | | | | | | | | | SHA <= 8.25: N (9.0) | | | | | | | | | | | | | | | | SHA > 8.25: P (2.0) | | | | | | | | | | | | | | | VAL > 8.814362: P (6.0) | | | | | | | | | | | | year > 71.155708: P (205.0/7.0) | | | | | | | | | CLO > 6.102416 | | | | | | | | | | KIL <= 3.148751 | | | | | | | | | | | SHA <= 6.686042 | | | | | | | | | | | | month <= 6: N (11.0) | | | | | | | | | | | | month > 6 | | | | | | | | | | | | | SHA <= 5.599758: P (3.0) | | | | | | | | | | | | | SHA > 5.599758: N (4.0) | | | | | | | | | | | SHA > 6.686042 | | | | | | | | | | | | RPT <= 8.617168: P (9.0) | | | | | | | | | | | | RPT > 8.617168 | | | | | | | | | | | | | CLA <= 5.164151: N (6.0/1.0) | | | | | | | | | | | | | CLA > 5.164151: P (3.0) | | | | | | | | | | KIL > 3.148751 | | | | | | | | | | | month <= 8.017698 | | | | | | | | | | | | BEL <= 11.913205 | | | | | | | | | | | | | MUL <= 4.019775 | | | | | | | | | | | | | | RPT <= 7.806624: P (2.0) | | | | | | | | | | | | | | RPT > 7.806624: N (3.0) | | | | | | | | | | | | | MUL > 4.019775 | | | | | | | | | | | | | | month <= 3.49797 | | | | | | | | | | | | | | | CLA <= 5.683105: P (12.0) | | | | | | | | | | | | | | | CLA > 5.683105 | | | | | | | | | | | | | | | | CLA <= 6.42: N (4.0) | | | | | | | | | | | | | | | | CLA > 6.42: P (3.0) | | | | | | | | | | | | | | month > 3.49797 | | | | | | | | | | | | | | | CLA <= 3.205393 | | | | | | | | | | | | | | | | MUL <= 6.463817: N (2.0) | | | | | | | | | | | | | | | | MUL > 6.463817: P (4.0) | | | | | | | | | | | | | | | CLA > 3.205393: P (67.0) | | | | | | | | | | | | BEL > 11.913205 | | | | | | | | | | | | | VAL <= 7.607305 | | | | | | | | | | | | | | ROS <= 11.779598: N (7.0) | | | | | | | | | | | | | | ROS > 11.779598: P (4.0/1.0) | | | | | | | | | | | | | VAL > 7.607305 | | | | | | | | | | | | | | RPT <= 10.25: P (10.0) | | | | | | | | | | | | | | RPT > 10.25 | | | | | | | | | | | | | | | RPT <= 12.551102: N (3.0) | | | | | | | | | | | | | | | RPT > 12.551102: P (2.0) | | | | | | | | | | | month > 8.017698 | | | | | | | | | | | | month <= 9.185178: N (8.0/1.0) | | | | | | | | | | | | month > 9.185178 | | | | | | | | | | | | | DUB <= 8.08 | | | | | | | | | | | | | | BEL <= 12.952621: P (10.0) | | | | | | | | | | | | | | BEL > 12.952621: N (3.0/1.0) | | | | | | | | | | | | | DUB > 8.08: N (3.0) | | | | | | | | month > 10.982717 | | | | | | | | | CLO <= 6.274485 | | | | | | | | | | SHA <= 6.977339 | | | | | | | | | | | month <= 11.822864 | | | | | | | | | | | | ROS <= 8.291716 | | | | | | | | | | | | | year <= 75.496763 | | | | | | | | | | | | | | year <= 70.49977 | | | | | | | | | | | | | | | DUB <= 6.08: N (3.0) | | | | | | | | | | | | | | | DUB > 6.08: P (4.0) | | | | | | | | | | | | | | year > 70.49977: N (6.0) | | | | | | | | | | | | | year > 75.496763: P (3.0) | | | | | | | | | | | | ROS > 8.291716: P (9.0) | | | | | | | | | | | month > 11.822864 | | | | | | | | | | | | BEL <= 6.149037: P (9.0/1.0) | | | | | | | | | | | | BEL > 6.149037 | | | | | | | | | | | | | BEL <= 14.51291 | | | | | | | | | | | | | | CLO <= 6.17: N (18.0/2.0) | | | | | | | | | | | | | | CLO > 6.17: P (2.0) | | | | | | | | | | | | | BEL > 14.51291: P (4.0) | | | | | | | | | | SHA > 6.977339: P (18.0/1.0) | | | | | | | | | CLO > 6.274485 | | | | | | | | | | KIL <= 4.16463: N (12.0) | | | | | | | | | | KIL > 4.16463 | | | | | | | | | | | day <= 19.498183: P (4.0) | | | | | | | | | | | day > 19.498183: N (2.0) | | | | | SHA > 11.970338 | | | | | | CLO <= 2.937164: N (6.0) | | | | | | CLO > 2.937164 | | | | | | | RPT <= 12.016327 | | | | | | | | VAL <= 10.089749 | | | | | | | | | ROS <= 11.978647: P (4.0) | | | | | | | | | ROS > 11.978647: N (4.0/1.0) | | | | | | | | VAL > 10.089749: N (7.0) | | | | | | | RPT > 12.016327 | | | | | | | | SHA <= 15.137776: P (14.0) | | | | | | | | SHA > 15.137776: N (4.0/1.0) | | | | BIR > 7.723427 | | | | | month <= 11.00084 | | | | | | year <= 76.479089: N (85.0/38.0) | | | | | | year > 76.479089: P (12.0/1.0) | | | | | month > 11.00084: P (9.0) | | | DUB > 9.052503: P (365.0/165.0) | | CLA > 7.04 | | | BEL <= 3.469889 | | | | BIR <= 5.078661: N (16.0) | | | | BIR > 5.078661 | | | | | MUL <= 3.651998: N (8.0) | | | | | MUL > 3.651998 | | | | | | ROS <= 11.841244: P (10.0/2.0) | | | | | | ROS > 11.841244 | | | | | | | CLA <= 11.265626: N (7.0) | | | | | | | CLA > 11.265626: P (3.0/1.0) | | | BEL > 3.469889 | | | | CLA <= 9.115063 | | | | | MUL <= 2.475086 | | | | | | BIR <= 5.346035 | | | | | | | year <= 74.064934 | | | | | | | | VAL <= 16.350755: P (6.0) | | | | | | | | VAL > 16.350755: N (3.0/1.0) | | | | | | | year > 74.064934: N (3.0) | | | | | | BIR > 5.346035: N (25.0/1.0) | | | | | MUL > 2.475086 | | | | | | DUB <= 11.376713 | | | | | | | year <= 64.05805: P (100.0/7.0) | | | | | | | year > 64.05805 | | | | | | | | BIR <= 8.936833 | | | | | | | | | CLO <= 6.399978 | | | | | | | | | | CLA <= 7.104372 | | | | | | | | | | | CLA <= 7.073241: N (2.0) | | | | | | | | | | | CLA > 7.073241 | | | | | | | | | | | | year <= 68.496109: P (2.0) | | | | | | | | | | | | year > 68.496109: N (4.0/1.0) | | | | | | | | | | CLA > 7.104372 | | | | | | | | | | | month <= 7.091258 | | | | | | | | | | | | VAL <= 14.474586: P (62.0/1.0) | | | | | | | | | | | | VAL > 14.474586 | | | | | | | | | | | | | month <= 3.914488: P (8.0/1.0) | | | | | | | | | | | | | month > 3.914488: N (2.0) | | | | | | | | | | | month > 7.091258 | | | | | | | | | | | | BEL <= 11.314336: P (25.0/1.0) | | | | | | | | | | | | BEL > 11.314336 | | | | | | | | | | | | | MUL <= 4.040464: N (4.0) | | | | | | | | | | | | | MUL > 4.040464 | | | | | | | | | | | | | | BEL <= 13.814789 | | | | | | | | | | | | | | | BIR <= 5.767561: N (8.0/1.0) | | | | | | | | | | | | | | | BIR > 5.767561: P (4.0) | | | | | | | | | | | | | | BEL > 13.814789 | | | | | | | | | | | | | | | BEL <= 19.552421: P (16.0) | | | | | | | | | | | | | | | BEL > 19.552421 | | | | | | | | | | | | | | | | year <= 68.177297: P (2.0) | | | | | | | | | | | | | | | | year > 68.177297: N (2.0) | | | | | | | | | CLO > 6.399978 | | | | | | | | | | KIL <= 8.057793 | | | | | | | | | | | KIL <= 1.717964: N (5.0) | | | | | | | | | | | KIL > 1.717964 | | | | | | | | | | | | BIR <= 1.617331: N (4.0) | | | | | | | | | | | | BIR > 1.617331: P (67.0/18.0) | | | | | | | | | | KIL > 8.057793: N (7.0) | | | | | | | | BIR > 8.936833 | | | | | | | | | KIL <= 4.601345: N (8.0) | | | | | | | | | KIL > 4.601345: P (20.0/9.0) | | | | | | DUB > 11.376713: N (61.0/22.0) | | | | CLA > 9.115063: N (558.0/275.0) | MUL > 7.253433 | | RPT <= 23.833086 | | | MUL <= 10.37 | | | | BEL <= 11.728708 | | | | | KIL <= 7.918659 | | | | | | MUL <= 8.247176 | | | | | | | CLO <= 6.809251 | | | | | | | | VAL <= 13.953904: P (149.0/17.0) | | | | | | | | VAL > 13.953904 | | | | | | | | | RPT <= 7.75581: N (4.0) | | | | | | | | | RPT > 7.75581 | | | | | | | | | | SHA <= 9.835304 | | | | | | | | | | | DUB <= 9.29022 | | | | | | | | | | | | SHA <= 8.763676: P (3.0) | | | | | | | | | | | | SHA > 8.763676: N (3.0/1.0) | | | | | | | | | | | DUB > 9.29022: N (6.0/1.0) | | | | | | | | | | SHA > 9.835304: P (13.0/2.0) | | | | | | | CLO > 6.809251 | | | | | | | | KIL <= 3.087309: N (8.0/1.0) | | | | | | | | KIL > 3.087309 | | | | | | | | | ROS <= 6.396394: N (4.0) | | | | | | | | | ROS > 6.396394: P (77.0/15.0) | | | | | | MUL > 8.247176 | | | | | | | BIR <= 3.385784 | | | | | | | | CLO <= 7.79: N (38.0/12.0) | | | | | | | | CLO > 7.79: P (3.0) | | | | | | | BIR > 3.385784: P (267.0/90.0) | | | | | KIL > 7.918659 | | | | | | VAL <= 6.246132: N (24.0/3.0) | | | | | | VAL > 6.246132 | | | | | | | VAL <= 19.755155: P (108.0/47.0) | | | | | | | VAL > 19.755155: N (9.0) | | | | BEL > 11.728708 | | | | | month <= 10.244966: P (657.0/304.0) | | | | | month > 10.244966 | | | | | | KIL <= 0.280931: P (6.0) | | | | | | KIL > 0.280931 | | | | | | | CLA <= 7.867166: N (62.0/9.0) | | | | | | | CLA > 7.867166 | | | | | | | | day <= 22.620954 | | | | | | | | | BEL <= 19.754165 | | | | | | | | | | year <= 66.515732 | | | | | | | | | | | KIL <= 6.608875: N (3.0) | | | | | | | | | | | KIL > 6.608875: P (4.0) | | | | | | | | | | year > 66.515732: N (20.0/1.0) | | | | | | | | | BEL > 19.754165: P (6.0/1.0) | | | | | | | | day > 22.620954 | | | | | | | | | year <= 69.360557 | | | | | | | | | | VAL <= 5.356779: P (2.0) | | | | | | | | | | VAL > 5.356779: N (4.0) | | | | | | | | | year > 69.360557: P (13.0/1.0) | | | MUL > 10.37: N (1035.0/490.0) | | RPT > 23.833086: N (44.0/10.0) CLO > 8.12713 | BEL <= 16.693059 | | MUL <= 9.058699: P (2144.0/1033.0) | | MUL > 9.058699 | | | DUB <= 11.453239: N (1137.0/546.0) | | | DUB > 11.453239 | | | | BEL <= 13.214806 | | | | | year <= 73.947831: N (385.0/185.0) | | | | | year > 73.947831 | | | | | | KIL <= 4.805845 | | | | | | | SHA <= 12.795395 | | | | | | | | KIL <= 0.591948: N (2.0) | | | | | | | | KIL > 0.591948 | | | | | | | | | BIR <= 6.025624 | | | | | | | | | | SHA <= 7.377659: N (2.0) | | | | | | | | | | SHA > 7.377659: P (3.0) | | | | | | | | | BIR > 6.025624: P (11.0) | | | | | | | SHA > 12.795395 | | | | | | | | ROS <= 13.133394: N (5.0) | | | | | | | | ROS > 13.133394: P (3.0/1.0) | | | | | | KIL > 4.805845 | | | | | | | SHA <= 15.191439 | | | | | | | | RPT <= 12.937057: N (29.0) | | | | | | | | RPT > 12.937057 | | | | | | | | | CLO <= 9.976699 | | | | | | | | | | day <= 27.034163 | | | | | | | | | | | day <= 18.093694 | | | | | | | | | | | | RPT <= 15.519432: N (3.0) | | | | | | | | | | | | RPT > 15.519432: P (3.0) | | | | | | | | | | | day > 18.093694: P (6.0) | | | | | | | | | | day > 27.034163: N (5.0) | | | | | | | | | CLO > 9.976699 | | | | | | | | | | year <= 75.063747: N (20.0) | | | | | | | | | | year > 75.063747 | | | | | | | | | | | day <= 1.457951: P (2.0) | | | | | | | | | | | day > 1.457951 | | | | | | | | | | | | RPT <= 15.163365 | | | | | | | | | | | | | MUL <= 11.188561: N (6.0) | | | | | | | | | | | | | MUL > 11.188561: P (5.0/1.0) | | | | | | | | | | | | RPT > 15.163365: N (17.0) | | | | | | | SHA > 15.191439 | | | | | | | | RPT <= 20.734878: P (7.0) | | | | | | | | RPT > 20.734878: N (5.0) | | | | BEL > 13.214806 | | | | | CLA <= 6.445592 | | | | | | DUB <= 14.83543 | | | | | | | MUL <= 13.872706 | | | | | | | | BEL <= 14.91513: N (10.0) | | | | | | | | BEL > 14.91513 | | | | | | | | | ROS <= 11.807609: N (12.0/1.0) | | | | | | | | | ROS > 11.807609 | | | | | | | | | | day <= 20.325105: P (6.0) | | | | | | | | | | day > 20.325105: N (2.0) | | | | | | | MUL > 13.872706: P (9.0/1.0) | | | | | | DUB > 14.83543 | | | | | | | CLA <= 3.066633 | | | | | | | | KIL <= 9.042711: N (4.0/1.0) | | | | | | | | KIL > 9.042711: P (3.0) | | | | | | | CLA > 3.066633: P (14.0) | | | | | CLA > 6.445592 | | | | | | VAL <= 5.89258 | | | | | | | SHA <= 12.371417 | | | | | | | | CLO <= 10.404673: N (7.0) | | | | | | | | CLO > 10.404673 | | | | | | | | | year <= 70.171026: N (6.0/1.0) | | | | | | | | | year > 70.171026: P (4.0) | | | | | | | SHA > 12.371417: P (8.0) | | | | | | VAL > 5.89258 | | | | | | | year <= 65.990222 | | | | | | | | SHA <= 16.851259: N (137.0/30.0) | | | | | | | | SHA > 16.851259 | | | | | | | | | CLA <= 12.647801: P (7.0) | | | | | | | | | CLA > 12.647801 | | | | | | | | | | month <= 9.497212 | | | | | | | | | | | BIR <= 13.306112 | | | | | | | | | | | | RPT <= 17.772748: N (2.0) | | | | | | | | | | | | RPT > 17.772748: P (4.0/1.0) | | | | | | | | | | | BIR > 13.306112: N (6.0) | | | | | | | | | | month > 9.497212: P (4.0) | | | | | | | year > 65.990222 | | | | | | | | ROS <= 7.597003 | | | | | | | | | KIL <= 7.650353 | | | | | | | | | | year <= 78.036116: N (13.0/1.0) | | | | | | | | | | year > 78.036116: P (2.0) | | | | | | | | | KIL > 7.650353: P (7.0) | | | | | | | | ROS > 7.597003 | | | | | | | | | month <= 3.128095 | | | | | | | | | | VAL <= 15.88995: N (72.0) | | | | | | | | | | VAL > 15.88995 | | | | | | | | | | | KIL <= 14.184871 | | | | | | | | | | | | CLO <= 10.874871 | | | | | | | | | | | | | CLO <= 9.371697: N (4.0) | | | | | | | | | | | | | CLO > 9.371697: P (4.0/1.0) | | | | | | | | | | | | CLO > 10.874871: N (24.0) | | | | | | | | | | | KIL > 14.184871: P (2.0) | | | | | | | | | month > 3.128095 | | | | | | | | | | KIL <= 4.417701 | | | | | | | | | | | ROS <= 16.616928 | | | | | | | | | | | | BEL <= 16.548641: N (6.0/1.0) | | | | | | | | | | | | BEL > 16.548641: P (2.0) | | | | | | | | | | | ROS > 16.616928: P (4.0) | | | | | | | | | | KIL > 4.417701 | | | | | | | | | | | month <= 6.148957 | | | | | | | | | | | | CLO <= 9.730336 | | | | | | | | | | | | | VAL <= 15.329832: P (7.0) | | | | | | | | | | | | | VAL > 15.329832: N (3.0/1.0) | | | | | | | | | | | | CLO > 9.730336 | | | | | | | | | | | | | month <= 5.205085 | | | | | | | | | | | | | | day <= 9: N (22.0) | | | | | | | | | | | | | | day > 9 | | | | | | | | | | | | | | | month <= 3.808665: P (2.0) | | | | | | | | | | | | | | | month > 3.808665 | | | | | | | | | | | | | | | | MUL <= 10.291108: P (2.0) | | | | | | | | | | | | | | | | MUL > 10.291108 | | | | | | | | | | | | | | | | | BIR <= 9.103769 | | | | | | | | | | | | | | | | | | VAL <= 12.122075: N (3.0) | | | | | | | | | | | | | | | | | | VAL > 12.122075: P (2.0) | | | | | | | | | | | | | | | | | BIR > 9.103769: N (21.0) | | | | | | | | | | | | | month > 5.205085 | | | | | | | | | | | | | | KIL <= 9.293501 | | | | | | | | | | | | | | | ROS <= 11.807609: N (5.0/1.0) | | | | | | | | | | | | | | | ROS > 11.807609: P (4.0) | | | | | | | | | | | | | | KIL > 9.293501: N (5.0) | | | | | | | | | | | month > 6.148957: N (140.0/8.0) | BEL > 16.693059 | | CLA <= 10.536155 | | | day <= 0.664493 | | | | MUL <= 10.678383 | | | | | CLO <= 15.015034 | | | | | | day <= -2.168921 | | | | | | | DUB <= 11.030613: P (5.0/1.0) | | | | | | | DUB > 11.030613: N (3.0) | | | | | | day > -2.168921: P (10.0) | | | | | CLO > 15.015034: N (4.0) | | | | MUL > 10.678383: P (11.0) | | | day > 0.664493 | | | | month <= 10.998053: N (714.0/317.0) | | | | month > 10.998053 | | | | | month <= 11.034112: N (47.0/1.0) | | | | | month > 11.034112 | | | | | | month <= 11.216373: P (9.0/1.0) | | | | | | month > 11.216373 | | | | | | | SHA <= 5.29: P (4.0) | | | | | | | SHA > 5.29: N (76.0/22.0) | | CLA > 10.536155 | | | BIR <= 6.981079 | | | | BIR <= 5.359841: P (115.0/49.0) | | | | BIR > 5.359841 | | | | | MUL <= 7.034919 | | | | | | BEL <= 17.332938: P (6.0) | | | | | | BEL > 17.332938 | | | | | | | BIR <= 6.870822 | | | | | | | | year <= 71.143688 | | | | | | | | | RPT <= 12.35513 | | | | | | | | | | year <= 69.96429: N (6.0) | | | | | | | | | | year > 69.96429: P (2.0) | | | | | | | | | RPT > 12.35513: P (4.0) | | | | | | | | year > 71.143688: N (6.0) | | | | | | | BIR > 6.870822: P (4.0) | | | | | MUL > 7.034919 | | | | | | SHA <= 12.339121: N (40.0/3.0) | | | | | | SHA > 12.339121 | | | | | | | month <= 9.097548 | | | | | | | | day <= 21.287239: N (4.0) | | | | | | | | day > 21.287239: P (2.0) | | | | | | | month > 9.097548: P (5.0) | | | BIR > 6.981079 | | | | RPT <= 8.733824: P (49.0/20.0) | | | | RPT > 8.733824 | | | | | VAL <= 8.238444 | | | | | | CLO <= 10.472125 | | | | | | | RPT <= 16.405307 | | | | | | | | day <= 17.635722: P (6.0/1.0) | | | | | | | | day > 17.635722: N (4.0) | | | | | | | RPT > 16.405307: P (8.0) | | | | | | CLO > 10.472125: N (29.0/9.0) | | | | | VAL > 8.238444 | | | | | | MUL <= 10.745372 | | | | | | | month <= 6.981879 | | | | | | | | month <= 6.50214 | | | | | | | | | year <= 72.022659 | | | | | | | | | | month <= 4.498392 | | | | | | | | | | | RPT <= 11.259642: P (3.0) | | | | | | | | | | | RPT > 11.259642 | | | | | | | | | | | | KIL <= 6.674015 | | | | | | | | | | | | | BIR <= 8.333835: N (5.0) | | | | | | | | | | | | | BIR > 8.333835 | | | | | | | | | | | | | | CLO <= 15.21: P (10.0/3.0) | | | | | | | | | | | | | | CLO > 15.21: N (3.0) | | | | | | | | | | | | KIL > 6.674015: N (55.0/7.0) | | | | | | | | | | month > 4.498392 | | | | | | | | | | | day <= 12: P (14.0/2.0) | | | | | | | | | | | day > 12: N (25.0/6.0) | | | | | | | | | year > 72.022659: N (28.0/5.0) | | | | | | | | month > 6.50214: P (5.0) | | | | | | | month > 6.981879: N (118.0/20.0) | | | | | | MUL > 10.745372 | | | | | | | CLO <= 11.642534 | | | | | | | | KIL <= 11.852534 | | | | | | | | | CLO <= 9.891741 | | | | | | | | | | DUB <= 18.12 | | | | | | | | | | | ROS <= 12.08 | | | | | | | | | | | | month <= 5: N (4.0) | | | | | | | | | | | | month > 5 | | | | | | | | | | | | | RPT <= 16.984871: P (6.0/1.0) | | | | | | | | | | | | | RPT > 16.984871: N (2.0) | | | | | | | | | | | ROS > 12.08: N (12.0) | | | | | | | | | | DUB > 18.12: P (3.0) | | | | | | | | | CLO > 9.891741: N (128.0/9.0) | | | | | | | | KIL > 11.852534 | | | | | | | | | BIR <= 12.34954 | | | | | | | | | | VAL <= 21.386337: N (5.0) | | | | | | | | | | VAL > 21.386337: P (2.0) | | | | | | | | | BIR > 12.34954: P (5.0) | | | | | | | CLO > 11.642534 | | | | | | | | KIL <= 7.26352 | | | | | | | | | SHA <= 8.165215: P (4.0) | | | | | | | | | SHA > 8.165215 | | | | | | | | | | BIR <= 7.708599 | | | | | | | | | | | RPT <= 14.429492: N (2.0) | | | | | | | | | | | RPT > 14.429492: P (2.0) | | | | | | | | | | BIR > 7.708599: N (55.0/1.0) | | | | | | | | KIL > 7.26352: N (914.0/18.0) Number of Leaves : 236 Size of the tree : 471 J48 pruned tree ------------------ MUL <= 8.210662 | DUB <= 7.623177 | | CLO <= 6.21 | | | KIL <= 6.630414 | | | | RPT <= 15.592533 | | | | | BEL <= 10.804041: P (1426.0/43.0) | | | | | BEL > 10.804041 | | | | | | MUL <= 3.796475 | | | | | | | ROS <= 11.414725: P (88.0) | | | | | | | ROS > 11.414725 | | | | | | | | ROS <= 13.81268 | | | | | | | | | RPT <= 10.13: N (4.0) | | | | | | | | | RPT > 10.13: P (3.0) | | | | | | | | ROS > 13.81268: P (7.0) | | | | | | MUL > 3.796475 | | | | | | | month <= 9.281466 | | | | | | | | CLO <= 0.836397 | | | | | | | | | month <= 4.567739: P (6.0/1.0) | | | | | | | | | month > 4.567739: N (7.0) | | | | | | | | CLO > 0.836397 | | | | | | | | | VAL <= 3.973035: P (27.0/11.0) | | | | | | | | | VAL > 3.973035 | | | | | | | | | | BEL <= 12.621978: P (80.0/3.0) | | | | | | | | | | BEL > 12.621978 | | | | | | | | | | | BEL <= 12.847962 | | | | | | | | | | | | day <= 24.497066: N (6.0) | | | | | | | | | | | | day > 24.497066: P (2.0) | | | | | | | | | | | BEL > 12.847962: P (95.0/14.0) | | | | | | | month > 9.281466: N (42.0/18.0) | | | | RPT > 15.592533 | | | | | KIL <= 3.190639 | | | | | | MUL <= 4.105225 | | | | | | | SHA <= 10.818886: P (4.0) | | | | | | | SHA > 10.818886: N (3.0) | | | | | | MUL > 4.105225: N (10.0) | | | | | KIL > 3.190639 | | | | | | BEL <= 11.761196 | | | | | | | CLA <= 2.96: N (2.0) | | | | | | | CLA > 2.96: P (23.0/1.0) | | | | | | BEL > 11.761196 | | | | | | | BIR <= 6.728071 | | | | | | | | VAL <= 8.40082: P (3.0/1.0) | | | | | | | | VAL > 8.40082: N (9.0) | | | | | | | BIR > 6.728071 | | | | | | | | RPT <= 17.12: N (3.0) | | | | | | | | RPT > 17.12: P (10.0) | | | KIL > 6.630414 | | | | DUB <= 6.617779 | | | | | SHA <= 12.731881 | | | | | | BEL <= 5.846206 | | | | | | | CLA <= 9.390927: P (8.0) | | | | | | | CLA > 9.390927: N (4.0/1.0) | | | | | | BEL > 5.846206: N (77.0/22.0) | | | | | SHA > 12.731881 | | | | | | ROS <= 14.723283: P (21.0/1.0) | | | | | | ROS > 14.723283: N (7.0/1.0) | | | | DUB > 6.617779 | | | | | BEL <= 13.059908: P (23.0) | | | | | BEL > 13.059908 | | | | | | SHA <= 5.523944: P (5.0) | | | | | | SHA > 5.523944 | | | | | | | VAL <= 16.343158 | | | | | | | | KIL <= 11.494409: N (13.0/1.0) | | | | | | | | KIL > 11.494409: P (2.0) | | | | | | | VAL > 16.343158: P (3.0) | | CLO > 6.21 | | | BIR <= 10.923879 | | | | year <= 65.050458 | | | | | BEL <= 17.180745 | | | | | | DUB <= 2.057738 | | | | | | | VAL <= 8.571077: N (6.0) | | | | | | | VAL > 8.571077 | | | | | | | | MUL <= 4.790334: N (5.0/1.0) | | | | | | | | MUL > 4.790334: P (5.0) | | | | | | DUB > 2.057738: P (268.0/42.0) | | | | | BEL > 17.180745 | | | | | | DUB <= 6.738592: P (37.0/14.0) | | | | | | DUB > 6.738592 | | | | | | | BIR <= 8.698265: N (10.0) | | | | | | | BIR > 8.698265 | | | | | | | | CLO <= 9.67: N (2.0) | | | | | | | | CLO > 9.67: P (3.0) | | | | year > 65.050458 | | | | | month <= 9.290674 | | | | | | CLO <= 7.752414 | | | | | | | CLA <= 11.67: P (202.0/44.0) | | | | | | | CLA > 11.67 | | | | | | | | CLA <= 15.317317: N (10.0) | | | | | | | | CLA > 15.317317: P (3.0/1.0) | | | | | | CLO > 7.752414: P (408.0/175.0) | | | | | month > 9.290674 | | | | | | month <= 12.061646 | | | | | | | SHA <= 10.159695 | | | | | | | | RPT <= 16.182936 | | | | | | | | | BEL <= 12.834777 | | | | | | | | | | BEL <= 12.124122 | | | | | | | | | | | day <= 13.480641 | | | | | | | | | | | | month <= 9.86475: N (4.0) | | | | | | | | | | | | month > 9.86475 | | | | | | | | | | | | | RPT <= 7.800407: N (3.0) | | | | | | | | | | | | | RPT > 7.800407: P (15.0/2.0) | | | | | | | | | | | day > 13.480641: N (28.0/4.0) | | | | | | | | | | BEL > 12.124122: P (5.0) | | | | | | | | | BEL > 12.834777 | | | | | | | | | | RPT <= 7.766096 | | | | | | | | | | | DUB <= 6.27031: N (8.0) | | | | | | | | | | | DUB > 6.27031 | | | | | | | | | | | | SHA <= 8.619644: P (3.0) | | | | | | | | | | | | SHA > 8.619644: N (2.0) | | | | | | | | | | RPT > 7.766096: N (37.0) | | | | | | | | RPT > 16.182936: P (8.0/1.0) | | | | | | | SHA > 10.159695: P (47.0/19.0) | | | | | | month > 12.061646 | | | | | | | day <= 4.820085: N (2.0) | | | | | | | day > 4.820085 | | | | | | | | year <= 75.038432: P (18.0/1.0) | | | | | | | | year > 75.038432 | | | | | | | | | year <= 76.847686: N (3.0) | | | | | | | | | year > 76.847686: P (2.0) | | | BIR > 10.923879 | | | | DUB <= 6.650758: N (105.0/35.0) | | | | DUB > 6.650758 | | | | | VAL <= 17.462778 | | | | | | RPT <= 19.241823: P (13.0) | | | | | | RPT > 19.241823: N (3.0/1.0) | | | | | VAL > 17.462778: N (3.0) | DUB > 7.623177 | | BEL <= 11.42 | | | BIR <= 9.232678 | | | | SHA <= 13.243582 | | | | | VAL <= 12.659026 | | | | | | DUB <= 10.051671 | | | | | | | month <= 11.866327 | | | | | | | | KIL <= 1.689361 | | | | | | | | | MUL <= 4.099677: P (13.0) | | | | | | | | | MUL > 4.099677 | | | | | | | | | | CLA <= 8.184184 | | | | | | | | | | | CLO <= 5.132218 | | | | | | | | | | | | CLO <= 4.42: N (4.0/1.0) | | | | | | | | | | | | CLO > 4.42: P (2.0) | | | | | | | | | | | CLO > 5.132218: N (11.0) | | | | | | | | | | CLA > 8.184184: P (2.0) | | | | | | | | KIL > 1.689361 | | | | | | | | | BEL <= 4.12 | | | | | | | | | | month <= 9.29247 | | | | | | | | | | | ROS <= 12.914238 | | | | | | | | | | | | CLA <= 11.436236 | | | | | | | | | | | | | RPT <= 8.25: P (3.0/1.0) | | | | | | | | | | | | | RPT > 8.25: N (12.0) | | | | | | | | | | | | CLA > 11.436236: P (3.0/1.0) | | | | | | | | | | | ROS > 12.914238: P (5.0/1.0) | | | | | | | | | | month > 9.29247: P (5.0) | | | | | | | | | BEL > 4.12 | | | | | | | | | | CLO <= 6.939709: P (232.0/19.0) | | | | | | | | | | CLO > 6.939709 | | | | | | | | | | | year <= 64.973063: P (81.0/9.0) | | | | | | | | | | | year > 64.973063 | | | | | | | | | | | | BIR <= 4.722783 | | | | | | | | | | | | | BEL <= 8.54 | | | | | | | | | | | | | | CLO <= 14.75 | | | | | | | | | | | | | | | MUL <= 6.398686: P (11.0) | | | | | | | | | | | | | | | MUL > 6.398686 | | | | | | | | | | | | | | | | year <= 72.499322: P (5.0/1.0) | | | | | | | | | | | | | | | | year > 72.499322: N (2.0) | | | | | | | | | | | | | | CLO > 14.75: N (2.0) | | | | | | | | | | | | | BEL > 8.54 | | | | | | | | | | | | | | KIL <= 3.54: P (3.0) | | | | | | | | | | | | | | KIL > 3.54: N (16.0/2.0) | | | | | | | | | | | | BIR > 4.722783: P (75.0/16.0) | | | | | | | month > 11.866327 | | | | | | | | year <= 66 | | | | | | | | | KIL <= 4.521887: P (11.0) | | | | | | | | | KIL > 4.521887 | | | | | | | | | | RPT <= 11.940859: N (2.0) | | | | | | | | | | RPT > 11.940859: P (2.0) | | | | | | | | year > 66 | | | | | | | | | KIL <= 4.313213 | | | | | | | | | | RPT <= 9.872161 | | | | | | | | | | | BEL <= 5.581678: P (3.0) | | | | | | | | | | | BEL > 5.581678: N (11.0/2.0) | | | | | | | | | | RPT > 9.872161: P (7.0) | | | | | | | | | KIL > 4.313213: N (10.0/1.0) | | | | | | DUB > 10.051671: P (297.0/111.0) | | | | | VAL > 12.659026 | | | | | | BIR <= 3.801524 | | | | | | | BEL <= 3.246421: P (7.0) | | | | | | | BEL > 3.246421 | | | | | | | | month <= 9.312332: N (30.0/1.0) | | | | | | | | month > 9.312332 | | | | | | | | | SHA <= 6.100138: P (3.0) | | | | | | | | | SHA > 6.100138 | | | | | | | | | | VAL <= 14.723234: P (3.0/1.0) | | | | | | | | | | VAL > 14.723234: N (6.0) | | | | | | BIR > 3.801524 | | | | | | | BEL <= 9.08 | | | | | | | | CLA <= 12.58 | | | | | | | | | SHA <= 6.321509 | | | | | | | | | | year <= 73.848738: N (17.0) | | | | | | | | | | year > 73.848738: P (3.0/1.0) | | | | | | | | | SHA > 6.321509 | | | | | | | | | | VAL <= 19.734553 | | | | | | | | | | | BEL <= 7.389797: P (27.0/5.0) | | | | | | | | | | | BEL > 7.389797 | | | | | | | | | | | | MUL <= 5.929755: N (10.0/1.0) | | | | | | | | | | | | MUL > 5.929755 | | | | | | | | | | | | | VAL <= 17.54: P (6.0) | | | | | | | | | | | | | VAL > 17.54: N (2.0) | | | | | | | | | | VAL > 19.734553: N (7.0) | | | | | | | | CLA > 12.58: P (11.0) | | | | | | | BEL > 9.08 | | | | | | | | KIL <= 3.296401 | | | | | | | | | year <= 69.779832: N (7.0/1.0) | | | | | | | | | year > 69.779832: P (4.0) | | | | | | | | KIL > 3.296401 | | | | | | | | | RPT <= 17.023616: P (31.0) | | | | | | | | | RPT > 17.023616 | | | | | | | | | | VAL <= 14.272558: N (3.0) | | | | | | | | | | VAL > 14.272558: P (4.0) | | | | SHA > 13.243582: N (168.0/79.0) | | | BIR > 9.232678: N (248.0/111.0) | | BEL > 11.42: P (1769.0/861.0) MUL > 8.210662 | CLO <= 10.82723 | | year <= 63.125267 | | | DUB <= 6.717641 | | | | VAL <= 4.156499: N (10.0) | | | | VAL > 4.156499 | | | | | day <= 5.372162: N (8.0) | | | | | day > 5.372162 | | | | | | VAL <= 7.635554: P (7.0) | | | | | | VAL > 7.635554 | | | | | | | day <= 24.467549: P (40.0/18.0) | | | | | | | day > 24.467549: N (8.0) | | | DUB > 6.717641: P (303.0/113.0) | | year > 63.125267 | | | DUB <= 9.212208: P (1304.0/634.0) | | | DUB > 9.212208 | | | | BEL <= 12.581387: N (798.0/398.0) | | | | BEL > 12.581387 | | | | | SHA <= 19.72198 | | | | | | BIR <= 4.98986 | | | | | | | BIR <= 4.79418 | | | | | | | | RPT <= 12.858193 | | | | | | | | | BEL <= 16.575676 | | | | | | | | | | SHA <= 12.659585 | | | | | | | | | | | month <= 9.047574 | | | | | | | | | | | | KIL <= 2.468816: N (7.0) | | | | | | | | | | | | KIL > 2.468816 | | | | | | | | | | | | | KIL <= 8.047755 | | | | | | | | | | | | | | CLA <= 6.509126: N (3.0) | | | | | | | | | | | | | | CLA > 6.509126 | | | | | | | | | | | | | | | BIR <= 4.770039: P (11.0) | | | | | | | | | | | | | | | BIR > 4.770039: N (2.0) | | | | | | | | | | | | | KIL > 8.047755: N (5.0) | | | | | | | | | | | month > 9.047574: N (9.0) | | | | | | | | | | SHA > 12.659585: N (17.0) | | | | | | | | | BEL > 16.575676 | | | | | | | | | | RPT <= 4.556699: N (5.0) | | | | | | | | | | RPT > 4.556699: P (44.0/18.0) | | | | | | | | RPT > 12.858193: P (90.0/36.0) | | | | | | | BIR > 4.79418 | | | | | | | | RPT <= 8.220222: N (3.0/1.0) | | | | | | | | RPT > 8.220222: P (14.0) | | | | | | BIR > 4.98986 | | | | | | | CLO <= 7.819758 | | | | | | | | BIR <= 5.822776 | | | | | | | | | SHA <= 3.614557: P (2.0) | | | | | | | | | SHA > 3.614557: N (27.0/2.0) | | | | | | | | BIR > 5.822776 | | | | | | | | | day <= 22.308477: N (237.0/99.0) | | | | | | | | | day > 22.308477 | | | | | | | | | | RPT <= 6.935995: N (7.0/1.0) | | | | | | | | | | RPT > 6.935995: P (67.0/20.0) | | | | | | | CLO > 7.819758 | | | | | | | | SHA <= 7.063229 | | | | | | | | | KIL <= 3.765383: N (7.0) | | | | | | | | | KIL > 3.765383 | | | | | | | | | | BEL <= 21.584718 | | | | | | | | | | | RPT <= 10.782565 | | | | | | | | | | | | DUB <= 13.748955: P (6.0/1.0) | | | | | | | | | | | | DUB > 13.748955: N (4.0) | | | | | | | | | | | RPT > 10.782565: P (21.0/1.0) | | | | | | | | | | BEL > 21.584718: N (7.0/1.0) | | | | | | | | SHA > 7.063229 | | | | | | | | | month <= 7.990547 | | | | | | | | | | month <= 2.03242 | | | | | | | | | | | month <= 0.853893 | | | | | | | | | | | | KIL <= 6.469621: N (4.0/1.0) | | | | | | | | | | | | KIL > 6.469621: P (4.0) | | | | | | | | | | | month > 0.853893 | | | | | | | | | | | | CLO <= 8.54063 | | | | | | | | | | | | | year <= 74: P (4.0) | | | | | | | | | | | | | year > 74: N (2.0) | | | | | | | | | | | | CLO > 8.54063: N (76.0/6.0) | | | | | | | | | | month > 2.03242 | | | | | | | | | | | CLO <= 10.353184: N (180.0/82.0) | | | | | | | | | | | CLO > 10.353184 | | | | | | | | | | | | MUL <= 9.256863 | | | | | | | | | | | | | year <= 68: P (4.0) | | | | | | | | | | | | | year > 68: N (4.0) | | | | | | | | | | | | MUL > 9.256863 | | | | | | | | | | | | | RPT <= 16.79431: N (31.0) | | | | | | | | | | | | | RPT > 16.79431 | | | | | | | | | | | | | | KIL <= 8.813215: P (4.0/1.0) | | | | | | | | | | | | | | KIL > 8.813215: N (5.0) | | | | | | | | | month > 7.990547 | | | | | | | | | | DUB <= 14.980511 | | | | | | | | | | | day <= 23.598205 | | | | | | | | | | | | day <= 7.393201: N (44.0) | | | | | | | | | | | | day > 7.393201 | | | | | | | | | | | | | MUL <= 13.571572 | | | | | | | | | | | | | | year <= 68.922013 | | | | | | | | | | | | | | | SHA <= 16.726817 | | | | | | | | | | | | | | | | DUB <= 12.018922 | | | | | | | | | | | | | | | | | MUL <= 8.688817: P (3.0) | | | | | | | | | | | | | | | | | MUL > 8.688817 | | | | | | | | | | | | | | | | | | CLA <= 10.519901 | | | | | | | | | | | | | | | | | | | VAL <= 11.375146: N (3.0) | | | | | | | | | | | | | | | | | | | VAL > 11.375146: P (3.0) | | | | | | | | | | | | | | | | | | CLA > 10.519901: N (7.0) | | | | | | | | | | | | | | | | DUB > 12.018922: N (11.0) | | | | | | | | | | | | | | | SHA > 16.726817: P (6.0/1.0) | | | | | | | | | | | | | | year > 68.922013: N (83.0/10.0) | | | | | | | | | | | | | MUL > 13.571572 | | | | | | | | | | | | | | DUB <= 13.494285: P (5.0) | | | | | | | | | | | | | | DUB > 13.494285: N (2.0) | | | | | | | | | | | day > 23.598205: N (66.0) | | | | | | | | | | DUB > 14.980511 | | | | | | | | | | | CLO <= 10.145022 | | | | | | | | | | | | VAL <= 17.31482 | | | | | | | | | | | | | month <= 11.360011: P (12.0) | | | | | | | | | | | | | month > 11.360011 | | | | | | | | | | | | | | month <= 12.705002: N (6.0) | | | | | | | | | | | | | | month > 12.705002: P (3.0/1.0) | | | | | | | | | | | | VAL > 17.31482: N (4.0) | | | | | | | | | | | CLO > 10.145022 | | | | | | | | | | | | KIL <= 9.603758: N (13.0) | | | | | | | | | | | | KIL > 9.603758: P (3.0/1.0) | | | | | SHA > 19.72198: P (30.0/8.0) | CLO > 10.82723 | | BEL <= 17.020844 | | | BEL <= 10.313937: P (352.0/159.0) | | | BEL > 10.313937 | | | | SHA <= 7.878914 | | | | | CLO <= 11.052049 | | | | | | CLA <= 8.933767: N (11.0) | | | | | | CLA > 8.933767 | | | | | | | ROS <= 11.83788: P (3.0) | | | | | | | ROS > 11.83788: N (3.0) | | | | | CLO > 11.052049: P (141.0/57.0) | | | | SHA > 7.878914 | | | | | RPT <= 8.919197 | | | | | | VAL <= 15.193896 | | | | | | | SHA <= 19.51238: N (71.0/30.0) | | | | | | | SHA > 19.51238: P (7.0) | | | | | | VAL > 15.193896 | | | | | | | BEL <= 14.66975: P (16.0) | | | | | | | BEL > 14.66975 | | | | | | | | ROS <= 14.626904: N (3.0) | | | | | | | | ROS > 14.626904: P (4.0) | | | | | RPT > 8.919197 | | | | | | BIR <= 6.334404 | | | | | | | MUL <= 9.59 | | | | | | | | day <= 24.303718 | | | | | | | | | BIR <= 0.400664: P (3.0/1.0) | | | | | | | | | BIR > 0.400664: N (21.0) | | | | | | | | day > 24.303718: P (3.0) | | | | | | | MUL > 9.59 | | | | | | | | month <= 1.581475: N (5.0) | | | | | | | | month > 1.581475: P (74.0/29.0) | | | | | | BIR > 6.334404 | | | | | | | DUB <= 11.011582 | | | | | | | | MUL <= 8.692894 | | | | | | | | | KIL <= 5.58: N (3.0/1.0) | | | | | | | | | KIL > 5.58: P (11.0) | | | | | | | | MUL > 8.692894 | | | | | | | | | year <= 66.391879 | | | | | | | | | | CLA <= 12.642473 | | | | | | | | | | | CLA <= 10.96 | | | | | | | | | | | | BEL <= 15.322263 | | | | | | | | | | | | | day <= 21.497056 | | | | | | | | | | | | | | year <= 61.936532 | | | | | | | | | | | | | | | year <= 60.857193: N (2.0) | | | | | | | | | | | | | | | year > 60.857193: P (5.0) | | | | | | | | | | | | | | year > 61.936532 | | | | | | | | | | | | | | | KIL <= 8.75: N (13.0) | | | | | | | | | | | | | | | KIL > 8.75 | | | | | | | | | | | | | | | | month <= 10.159922: N (4.0/1.0) | | | | | | | | | | | | | | | | month > 10.159922: P (3.0) | | | | | | | | | | | | | day > 21.497056: P (8.0/1.0) | | | | | | | | | | | | BEL > 15.322263: P (6.0) | | | | | | | | | | | CLA > 10.96: N (18.0/2.0) | | | | | | | | | | CLA > 12.642473: P (7.0) | | | | | | | | | year > 66.391879 | | | | | | | | | | MUL <= 13.060681: N (104.0/21.0) | | | | | | | | | | MUL > 13.060681 | | | | | | | | | | | year <= 68.87136: N (3.0) | | | | | | | | | | | year > 68.87136 | | | | | | | | | | | | SHA <= 14.610533: P (10.0/1.0) | | | | | | | | | | | | SHA > 14.610533: N (2.0) | | | | | | | DUB > 11.011582 | | | | | | | | KIL <= 5.238004 | | | | | | | | | SHA <= 15.049754 | | | | | | | | | | KIL <= 2.144258 | | | | | | | | | | | day <= 12.353048: N (5.0/1.0) | | | | | | | | | | | day > 12.353048: P (7.0) | | | | | | | | | | KIL > 2.144258 | | | | | | | | | | | month <= 3.85278: P (2.0) | | | | | | | | | | | month > 3.85278: N (10.0) | | | | | | | | | SHA > 15.049754: P (6.0) | | | | | | | | KIL > 5.238004 | | | | | | | | | year <= 71.434476 | | | | | | | | | | CLO <= 11.729854 | | | | | | | | | | | year <= 65.499219 | | | | | | | | | | | | VAL <= 15.67 | | | | | | | | | | | | | year <= 62.494103 | | | | | | | | | | | | | | DUB <= 16.75: N (12.0/1.0) | | | | | | | | | | | | | | DUB > 16.75: P (2.0) | | | | | | | | | | | | | year > 62.494103 | | | | | | | | | | | | | | SHA <= 14.874077 | | | | | | | | | | | | | | | ROS <= 10.414861: P (7.0) | | | | | | | | | | | | | | | ROS > 10.414861 | | | | | | | | | | | | | | | | KIL <= 9 | | | | | | | | | | | | | | | | | CLO <= 11.292316: P (3.0/1.0) | | | | | | | | | | | | | | | | | CLO > 11.292316: N (5.0) | | | | | | | | | | | | | | | | KIL > 9: P (4.0) | | | | | | | | | | | | | | SHA > 14.874077: N (5.0) | | | | | | | | | | | | VAL > 15.67: P (6.0) | | | | | | | | | | | year > 65.499219 | | | | | | | | | | | | CLO <= 11.398224 | | | | | | | | | | | | | SHA <= 11.729107 | | | | | | | | | | | | | | year <= 69.67058: P (4.0/1.0) | | | | | | | | | | | | | | year > 69.67058: N (3.0) | | | | | | | | | | | | | SHA > 11.729107: N (26.0) | | | | | | | | | | | | CLO > 11.398224 | | | | | | | | | | | | | RPT <= 16.164316 | | | | | | | | | | | | | | VAL <= 11.686954: N (6.0/1.0) | | | | | | | | | | | | | | VAL > 11.686954: P (6.0) | | | | | | | | | | | | | RPT > 16.164316: N (5.0) | | | | | | | | | | CLO > 11.729854: N (261.0/41.0) | | | | | | | | | year > 71.434476 | | | | | | | | | | CLA <= 9.034555 | | | | | | | | | | | MUL <= 12.39349: N (20.0/1.0) | | | | | | | | | | | MUL > 12.39349: P (5.0/1.0) | | | | | | | | | | CLA > 9.034555: N (134.0/1.0) | | BEL > 17.020844 | | | VAL <= 9.812245 | | | | BEL <= 24.836011 | | | | | MUL <= 10.93625 | | | | | | KIL <= 7.16171 | | | | | | | KIL <= 4.903798 | | | | | | | | RPT <= 8.503518: N (2.0) | | | | | | | | RPT > 8.503518 | | | | | | | | | VAL <= 5.756618 | | | | | | | | | | MUL <= 9.576409: P (4.0) | | | | | | | | | | MUL > 9.576409: N (3.0) | | | | | | | | | VAL > 5.756618: P (12.0) | | | | | | | KIL > 4.903798 | | | | | | | | ROS <= 7.329195: P (3.0) | | | | | | | | ROS > 7.329195: N (14.0/1.0) | | | | | | KIL > 7.16171: P (15.0/1.0) | | | | | MUL > 10.93625 | | | | | | DUB <= 9.302824 | | | | | | | VAL <= 7.090039 | | | | | | | | year <= 69.101865: P (6.0/1.0) | | | | | | | | year > 69.101865: N (6.0) | | | | | | | VAL > 7.090039: P (10.0/1.0) | | | | | | DUB > 9.302824 | | | | | | | SHA <= 3.493279: P (3.0) | | | | | | | SHA > 3.493279 | | | | | | | | day <= 19.437818 | | | | | | | | | DUB <= 19.21: N (32.0/5.0) | | | | | | | | | DUB > 19.21: P (3.0) | | | | | | | | day > 19.437818: N (18.0) | | | | BEL > 24.836011: P (11.0) | | | VAL > 9.812245 | | | | BIR <= 6.693783 | | | | | day <= 27.754971: N (67.0/26.0) | | | | | day > 27.754971: P (6.0) | | | | BIR > 6.693783 | | | | | CLA <= 9.239124 | | | | | | CLA <= 1.732203: P (8.0) | | | | | | CLA > 1.732203: N (59.0/24.0) | | | | | CLA > 9.239124 | | | | | | MUL <= 10.853745 | | | | | | | SHA <= 17.923883 | | | | | | | | month <= 4.499777: N (49.0/9.0) | | | | | | | | month > 4.499777 | | | | | | | | | month <= 6.499567 | | | | | | | | | | day <= 12: P (8.0) | | | | | | | | | | day > 12 | | | | | | | | | | | RPT <= 11.830344: P (3.0/1.0) | | | | | | | | | | | RPT > 11.830344: N (14.0/1.0) | | | | | | | | | month > 6.499567: N (94.0/8.0) | | | | | | | SHA > 17.923883 | | | | | | | | KIL <= 10.261444: N (5.0/1.0) | | | | | | | | KIL > 10.261444: P (4.0) | | | | | | MUL > 10.853745: N (1047.0/28.0) Number of Leaves : 250 Size of the tree : 499 J48 pruned tree ------------------ MUL <= 7.794019 | CLO <= 6.29 | | BIR <= 6.534732 | | | DUB <= 9.050222 | | | | CLA <= 10.019751 | | | | | month <= 11.101216 | | | | | | SHA <= 11.298395 | | | | | | | BEL <= 10.809887 | | | | | | | | DUB <= 7.87 | | | | | | | | | VAL <= 12.512593: P (1307.0/23.0) | | | | | | | | | VAL > 12.512593 | | | | | | | | | | ROS <= 9.752724: P (16.0/1.0) | | | | | | | | | | ROS > 9.752724 | | | | | | | | | | | KIL <= 5.06494: N (4.0) | | | | | | | | | | | KIL > 5.06494: P (6.0/1.0) | | | | | | | | DUB > 7.87 | | | | | | | | | KIL <= 1.762214 | | | | | | | | | | MUL <= 3.899269: P (8.0) | | | | | | | | | | MUL > 3.899269 | | | | | | | | | | | BIR <= 3.161782 | | | | | | | | | | | | day <= 15.498767: N (6.0) | | | | | | | | | | | | day > 15.498767: P (3.0/1.0) | | | | | | | | | | | BIR > 3.161782: P (4.0) | | | | | | | | | KIL > 1.762214: P (87.0/4.0) | | | | | | | BEL > 10.809887 | | | | | | | | year <= 67.118185: P (73.0/3.0) | | | | | | | | year > 67.118185 | | | | | | | | | CLA <= 2.871117 | | | | | | | | | | MUL <= 5.724682 | | | | | | | | | | | SHA <= 3.768493: N (3.0/1.0) | | | | | | | | | | | SHA > 3.768493: P (6.0) | | | | | | | | | | MUL > 5.724682: N (6.0) | | | | | | | | | CLA > 2.871117 | | | | | | | | | | CLO <= 4.599461: P (109.0/9.0) | | | | | | | | | | CLO > 4.599461 | | | | | | | | | | | VAL <= 4.25 | | | | | | | | | | | | VAL <= 1.834986: P (3.0) | | | | | | | | | | | | VAL > 1.834986 | | | | | | | | | | | | | KIL <= 2.394068: N (8.0) | | | | | | | | | | | | | KIL > 2.394068 | | | | | | | | | | | | | | RPT <= 5.979708: P (2.0) | | | | | | | | | | | | | | RPT > 5.979708: N (3.0) | | | | | | | | | | | VAL > 4.25 | | | | | | | | | | | | year <= 71.492027 | | | | | | | | | | | | | CLA <= 5.769956 | | | | | | | | | | | | | | RPT <= 7.099578: P (5.0) | | | | | | | | | | | | | | RPT > 7.099578: N (9.0) | | | | | | | | | | | | | CLA > 5.769956: P (20.0/1.0) | | | | | | | | | | | | year > 71.492027: P (72.0/6.0) | | | | | | SHA > 11.298395 | | | | | | | day <= 11.322221: P (18.0/6.0) | | | | | | | day > 11.322221 | | | | | | | | month <= 3.932459: N (6.0) | | | | | | | | month > 3.932459 | | | | | | | | | SHA <= 12.809951: P (11.0/1.0) | | | | | | | | | SHA > 12.809951 | | | | | | | | | | MUL <= 5.703266: N (11.0/2.0) | | | | | | | | | | MUL > 5.703266: P (5.0/1.0) | | | | | month > 11.101216 | | | | | | MUL <= 3.622024: P (56.0/3.0) | | | | | | MUL > 3.622024 | | | | | | | KIL <= 1.100696: N (9.0/1.0) | | | | | | | KIL > 1.100696 | | | | | | | | day <= 29.491778 | | | | | | | | | DUB <= 7.33 | | | | | | | | | | DUB <= 2.21: N (2.0) | | | | | | | | | | DUB > 2.21: P (31.0/5.0) | | | | | | | | | DUB > 7.33 | | | | | | | | | | KIL <= 2.92: P (5.0) | | | | | | | | | | KIL > 2.92 | | | | | | | | | | | year <= 65: P (3.0/1.0) | | | | | | | | | | | year > 65: N (12.0/1.0) | | | | | | | | day > 29.491778: N (3.0) | | | | CLA > 10.019751: N (57.0/23.0) | | | DUB > 9.050222 | | | | DUB <= 14.649702: P (246.0/99.0) | | | | DUB > 14.649702: N (66.0/24.0) | | BIR > 6.534732 | | | BIR <= 14.31249 | | | | KIL <= 10.35956 | | | | | year <= 75.933601: P (415.0/194.0) | | | | | year > 75.933601 | | | | | | CLO <= 2.421779 | | | | | | | DUB <= 14.794648: N (9.0/1.0) | | | | | | | DUB > 14.794648: P (3.0) | | | | | | CLO > 2.421779 | | | | | | | BEL <= 9.947151: P (33.0) | | | | | | | BEL > 9.947151 | | | | | | | | month <= 9.499769: P (32.0/8.0) | | | | | | | | month > 9.499769: N (3.0) | | | | KIL > 10.35956 | | | | | RPT <= 10.974103 | | | | | | CLO <= 2.440598: N (6.0) | | | | | | CLO > 2.440598 | | | | | | | ROS <= 11.173702 | | | | | | | | month <= 7.123948: P (4.0/1.0) | | | | | | | | month > 7.123948: N (3.0) | | | | | | | ROS > 11.173702: P (7.0) | | | | | RPT > 10.974103 | | | | | | VAL <= 5.323842: P (4.0/1.0) | | | | | | VAL > 5.323842: N (25.0/1.0) | | | BIR > 14.31249 | | | | DUB <= 0.799386: P (2.0) | | | | DUB > 0.799386 | | | | | year <= 64.824653 | | | | | | ROS <= 10.92: N (3.0) | | | | | | ROS > 10.92: P (2.0) | | | | | year > 64.824653: N (19.0) | CLO > 6.29 | | year <= 65.117852 | | | year <= 60.782141 | | | | day <= 18.040542 | | | | | DUB <= 1.75087: P (3.0) | | | | | DUB > 1.75087: N (50.0/10.0) | | | | day > 18.040542 | | | | | BEL <= 16.018411 | | | | | | KIL <= 7.63102 | | | | | | | year <= 59.295142 | | | | | | | | VAL <= 9.469589: N (2.0) | | | | | | | | VAL > 9.469589: P (2.0) | | | | | | | year > 59.295142: N (7.0) | | | | | | KIL > 7.63102 | | | | | | | month <= 8.946949 | | | | | | | | SHA <= 0.18615: N (2.0) | | | | | | | | SHA > 0.18615: P (10.0) | | | | | | | month > 8.946949: N (2.0) | | | | | BEL > 16.018411: P (7.0) | | | year > 60.782141 | | | | CLO <= 8.548019 | | | | | DUB <= 10.456787 | | | | | | CLA <= 10.026009 | | | | | | | BEL <= 15.565053: P (252.0/12.0) | | | | | | | BEL > 15.565053 | | | | | | | | DUB <= 9.252439 | | | | | | | | | day <= 6.355918 | | | | | | | | | | SHA <= 7.809769: P (2.0) | | | | | | | | | | SHA > 7.809769: N (4.0) | | | | | | | | | day > 6.355918 | | | | | | | | | | VAL <= 13.819228: P (16.0) | | | | | | | | | | VAL > 13.819228: N (3.0/1.0) | | | | | | | | DUB > 9.252439: N (3.0) | | | | | | CLA > 10.026009 | | | | | | | CLA <= 12.891765 | | | | | | | | month <= 9.471273: P (14.0/1.0) | | | | | | | | month > 9.471273: N (2.0) | | | | | | | CLA > 12.891765: N (7.0/1.0) | | | | | DUB > 10.456787 | | | | | | KIL <= 2.33298: N (6.0) | | | | | | KIL > 2.33298: P (57.0/26.0) | | | | CLO > 8.548019: P (415.0/175.0) | | year > 65.117852: P (2194.0/1041.0) MUL > 7.794019 | CLO <= 11.08 | | BEL <= 12.602916 | | | MUL <= 9.80568 | | | | ROS <= 8.547688 | | | | | KIL <= 10.372477: P (225.0/109.0) | | | | | KIL > 10.372477: N (18.0/2.0) | | | | ROS > 8.547688 | | | | | CLO <= 8.724956 | | | | | | KIL <= 1.825951 | | | | | | | CLA <= 4.045394: P (3.0) | | | | | | | CLA > 4.045394 | | | | | | | | day <= 18.734992: N (9.0) | | | | | | | | day > 18.734992 | | | | | | | | | RPT <= 7.14998: N (5.0) | | | | | | | | | RPT > 7.14998 | | | | | | | | | | ROS <= 11.18207: N (2.0) | | | | | | | | | | ROS > 11.18207: P (7.0/1.0) | | | | | | KIL > 1.825951 | | | | | | | BEL <= 5.948897 | | | | | | | | BEL <= 5.670804: P (53.0/24.0) | | | | | | | | BEL > 5.670804: N (6.0) | | | | | | | BEL > 5.948897: P (413.0/117.0) | | | | | CLO > 8.724956 | | | | | | year <= 63.915612 | | | | | | | RPT <= 12.47627 | | | | | | | | year <= 62.495249 | | | | | | | | | DUB <= 10.153432: P (5.0/1.0) | | | | | | | | | DUB > 10.153432: N (4.0) | | | | | | | | year > 62.495249: P (7.0/1.0) | | | | | | | RPT > 12.47627: P (18.0) | | | | | | year > 63.915612 | | | | | | | month <= 7.380425: P (112.0/52.0) | | | | | | | month > 7.380425 | | | | | | | | BEL <= 7.940363 | | | | | | | | | BIR <= 8.023691 | | | | | | | | | | year <= 68.507665: N (4.0) | | | | | | | | | | year > 68.507665: P (3.0/1.0) | | | | | | | | | BIR > 8.023691: P (5.0) | | | | | | | | BEL > 7.940363: N (37.0/5.0) | | | MUL > 9.80568: N (983.0/470.0) | | BEL > 12.602916 | | | year <= 66.96134: P (617.0/287.0) | | | year > 66.96134 | | | | CLO <= 8.148413: N (802.0/378.0) | | | | CLO > 8.148413 | | | | | BIR <= 2.811427 | | | | | | VAL <= 14.90996 | | | | | | | VAL <= 12.911839 | | | | | | | | VAL <= 10.27028 | | | | | | | | | CLA <= 12.360533 | | | | | | | | | | BIR <= -1.076081: P (2.0) | | | | | | | | | | BIR > -1.076081 | | | | | | | | | | | day <= 24.698091: N (6.0) | | | | | | | | | | | day > 24.698091 | | | | | | | | | | | | day <= 28.484542: P (2.0) | | | | | | | | | | | | day > 28.484542: N (2.0) | | | | | | | | | CLA > 12.360533: P (4.0) | | | | | | | | VAL > 10.27028: P (8.0) | | | | | | | VAL > 12.911839: N (5.0) | | | | | | VAL > 14.90996: P (9.0) | | | | | BIR > 2.811427 | | | | | | DUB <= 8.852578 | | | | | | | year <= 77.538416 | | | | | | | | ROS <= 17.14004 | | | | | | | | | year <= 76.033212 | | | | | | | | | | DUB <= 5.357463 | | | | | | | | | | | KIL <= 4.592498: P (13.0/1.0) | | | | | | | | | | | KIL > 4.592498 | | | | | | | | | | | | VAL <= 7.734798: N (8.0) | | | | | | | | | | | | VAL > 7.734798: P (43.0/18.0) | | | | | | | | | | DUB > 5.357463 | | | | | | | | | | | day <= 12.035512 | | | | | | | | | | | | CLO <= 9.572917 | | | | | | | | | | | | | CLO <= 9.081196 | | | | | | | | | | | | | | CLO <= 8.336757 | | | | | | | | | | | | | | | day <= 7: P (2.0) | | | | | | | | | | | | | | | day > 7: N (3.0/1.0) | | | | | | | | | | | | | | CLO > 8.336757: N (18.0/1.0) | | | | | | | | | | | | | CLO > 9.081196: P (5.0/1.0) | | | | | | | | | | | | CLO > 9.572917: N (20.0) | | | | | | | | | | | day > 12.035512 | | | | | | | | | | | | DUB <= 8.492183: N (70.0/27.0) | | | | | | | | | | | | DUB > 8.492183: P (9.0/1.0) | | | | | | | | | year > 76.033212 | | | | | | | | | | VAL <= 13.626007: P (13.0) | | | | | | | | | | VAL > 13.626007: N (3.0/1.0) | | | | | | | | ROS > 17.14004: P (14.0) | | | | | | | year > 77.538416 | | | | | | | | SHA <= 13.894462: N (19.0) | | | | | | | | SHA > 13.894462 | | | | | | | | | year <= 78.464175: P (2.0) | | | | | | | | | year > 78.464175: N (3.0) | | | | | | DUB > 8.852578 | | | | | | | KIL <= 2.668054: P (33.0/12.0) | | | | | | | KIL > 2.668054 | | | | | | | | SHA <= 6.54 | | | | | | | | | VAL <= 14.388442 | | | | | | | | | | month <= 5.906606: N (9.0/1.0) | | | | | | | | | | month > 5.906606 | | | | | | | | | | | VAL <= 12.680237 | | | | | | | | | | | | ROS <= 18.58: P (13.0/1.0) | | | | | | | | | | | | ROS > 18.58: N (2.0) | | | | | | | | | | | VAL > 12.680237: N (3.0) | | | | | | | | | VAL > 14.388442: P (8.0) | | | | | | | | SHA > 6.54 | | | | | | | | | MUL <= 14.17 | | | | | | | | | | month <= 7.444344 | | | | | | | | | | | month <= 2.045096 | | | | | | | | | | | | BIR <= 7.9101: N (39.0) | | | | | | | | | | | | BIR > 7.9101 | | | | | | | | | | | | | CLO <= 8.566758: P (3.0) | | | | | | | | | | | | | CLO > 8.566758 | | | | | | | | | | | | | | CLO <= 10.519669 | | | | | | | | | | | | | | | month <= 0.914644 | | | | | | | | | | | | | | | | DUB <= 10.914617: P (2.0) | | | | | | | | | | | | | | | | DUB > 10.914617: N (4.0) | | | | | | | | | | | | | | | month > 0.914644: N (30.0) | | | | | | | | | | | | | | CLO > 10.519669 | | | | | | | | | | | | | | | day <= 8: P (3.0) | | | | | | | | | | | | | | | day > 8: N (13.0/1.0) | | | | | | | | | | | month > 2.045096 | | | | | | | | | | | | VAL <= 12.77573 | | | | | | | | | | | | | year <= 71.187493 | | | | | | | | | | | | | | MUL <= 9.103942 | | | | | | | | | | | | | | | month <= 4.148781: P (3.0) | | | | | | | | | | | | | | | month > 4.148781 | | | | | | | | | | | | | | | | MUL <= 8.783564: P (3.0/1.0) | | | | | | | | | | | | | | | | MUL > 8.783564: N (4.0) | | | | | | | | | | | | | | MUL > 9.103942: N (43.0) | | | | | | | | | | | | | year > 71.187493 | | | | | | | | | | | | | | VAL <= 7.493596 | | | | | | | | | | | | | | | MUL <= 9.188866: N (4.0/1.0) | | | | | | | | | | | | | | | MUL > 9.188866: P (6.0) | | | | | | | | | | | | | | VAL > 7.493596 | | | | | | | | | | | | | | | RPT <= 13.438462 | | | | | | | | | | | | | | | | month <= 3.525651: P (3.0) | | | | | | | | | | | | | | | | month > 3.525651 | | | | | | | | | | | | | | | | | CLA <= 10.229149 | | | | | | | | | | | | | | | | | | BIR <= 7.04: N (6.0) | | | | | | | | | | | | | | | | | | BIR > 7.04 | | | | | | | | | | | | | | | | | | | CLO <= 8.688757: N (3.0) | | | | | | | | | | | | | | | | | | | CLO > 8.688757: P (10.0/1.0) | | | | | | | | | | | | | | | | | CLA > 10.229149: N (10.0) | | | | | | | | | | | | | | | RPT > 13.438462 | | | | | | | | | | | | | | | | BEL <= 12.934961: P (2.0) | | | | | | | | | | | | | | | | BEL > 12.934961: N (32.0) | | | | | | | | | | | | VAL > 12.77573 | | | | | | | | | | | | | CLO <= 9.551698 | | | | | | | | | | | | | | KIL <= 5.684339: N (3.0) | | | | | | | | | | | | | | KIL > 5.684339 | | | | | | | | | | | | | | | RPT <= 15.48487: P (15.0/1.0) | | | | | | | | | | | | | | | RPT > 15.48487 | | | | | | | | | | | | | | | | BIR <= 10.71 | | | | | | | | | | | | | | | | | VAL <= 15.63 | | | | | | | | | | | | | | | | | | day <= 12: N (2.0) | | | | | | | | | | | | | | | | | | day > 12: P (2.0) | | | | | | | | | | | | | | | | | VAL > 15.63: N (4.0) | | | | | | | | | | | | | | | | BIR > 10.71: P (3.0) | | | | | | | | | | | | | CLO > 9.551698 | | | | | | | | | | | | | | BEL <= 18.46 | | | | | | | | | | | | | | | BIR <= 7.887415: P (5.0) | | | | | | | | | | | | | | | BIR > 7.887415: N (37.0/10.0) | | | | | | | | | | | | | | BEL > 18.46: N (13.0) | | | | | | | | | | month > 7.444344 | | | | | | | | | | | BIR <= 9.149566: N (190.0/11.0) | | | | | | | | | | | BIR > 9.149566 | | | | | | | | | | | | SHA <= 12.477588 | | | | | | | | | | | | | MUL <= 11.356546 | | | | | | | | | | | | | | RPT <= 14.649805: P (7.0) | | | | | | | | | | | | | | RPT > 14.649805 | | | | | | | | | | | | | | | ROS <= 16.509054: P (5.0/1.0) | | | | | | | | | | | | | | | ROS > 16.509054: N (4.0) | | | | | | | | | | | | | MUL > 11.356546: N (7.0) | | | | | | | | | | | | SHA > 12.477588 | | | | | | | | | | | | | DUB <= 14.33: N (41.0) | | | | | | | | | | | | | DUB > 14.33 | | | | | | | | | | | | | | CLA <= 11.30883: P (3.0) | | | | | | | | | | | | | | CLA > 11.30883 | | | | | | | | | | | | | | | CLO <= 9.768962 | | | | | | | | | | | | | | | | DUB <= 15.41925: P (2.0) | | | | | | | | | | | | | | | | DUB > 15.41925: N (3.0) | | | | | | | | | | | | | | | CLO > 9.768962: N (10.0) | | | | | | | | | MUL > 14.17 | | | | | | | | | | CLO <= 10.951894 | | | | | | | | | | | DUB <= 13.7: P (13.0) | | | | | | | | | | | DUB > 13.7: N (13.0/5.0) | | | | | | | | | | CLO > 10.951894: N (6.0) | CLO > 11.08 | | BIR <= 7.839764 | | | MUL <= 12.93949 | | | | year <= 68.066168 | | | | | CLA <= 3.296522 | | | | | | RPT <= 3.71: N (4.0) | | | | | | RPT > 3.71 | | | | | | | ROS <= 15.334247 | | | | | | | | ROS <= 14.673485 | | | | | | | | | RPT <= 12.25 | | | | | | | | | | VAL <= 13.684453: P (2.0) | | | | | | | | | | VAL > 13.684453: N (2.0) | | | | | | | | | RPT > 12.25: P (6.0) | | | | | | | | ROS > 14.673485: N (3.0) | | | | | | | ROS > 15.334247: P (9.0) | | | | | CLA > 3.296522 | | | | | | month <= 1.095317 | | | | | | | BIR <= 5.12631: P (8.0) | | | | | | | BIR > 5.12631 | | | | | | | | VAL <= 8.758703: P (4.0/1.0) | | | | | | | | VAL > 8.758703: N (4.0) | | | | | | month > 1.095317: N (204.0/57.0) | | | | year > 68.066168 | | | | | month <= 5.54549 | | | | | | DUB <= 9.815531 | | | | | | | MUL <= 8.460682: N (6.0) | | | | | | | MUL > 8.460682 | | | | | | | | BEL <= 9.776861 | | | | | | | | | year <= 69.543679: P (5.0/1.0) | | | | | | | | | year > 69.543679 | | | | | | | | | | year <= 76.900776: N (10.0) | | | | | | | | | | year > 76.900776 | | | | | | | | | | | day <= 15.475688: P (2.0) | | | | | | | | | | | day > 15.475688: N (2.0) | | | | | | | | BEL > 9.776861 | | | | | | | | | DUB <= 7.914622 | | | | | | | | | | MUL <= 11.49158: P (20.0/6.0) | | | | | | | | | | MUL > 11.49158: N (4.0) | | | | | | | | | DUB > 7.914622: P (11.0) | | | | | | DUB > 9.815531 | | | | | | | month <= 2.277609 | | | | | | | | RPT <= 8.075608: N (6.0) | | | | | | | | RPT > 8.075608 | | | | | | | | | VAL <= 13.939966: P (7.0) | | | | | | | | | VAL > 13.939966: N (3.0/1.0) | | | | | | | month > 2.277609 | | | | | | | | month <= 4.053925: N (24.0) | | | | | | | | month > 4.053925 | | | | | | | | | CLO <= 13.764935: N (18.0/1.0) | | | | | | | | | CLO > 13.764935 | | | | | | | | | | KIL <= 2.241109: N (3.0) | | | | | | | | | | KIL > 2.241109: P (6.0/1.0) | | | | | month > 5.54549 | | | | | | day <= 16.738881: P (107.0/31.0) | | | | | | day > 16.738881 | | | | | | | BIR <= 3.197521 | | | | | | | | BIR <= -3.312279: P (2.0) | | | | | | | | BIR > -3.312279: N (14.0) | | | | | | | BIR > 3.197521 | | | | | | | | CLO <= 16.38 | | | | | | | | | SHA <= 17.236051 | | | | | | | | | | RPT <= 9.005644: N (8.0) | | | | | | | | | | RPT > 9.005644 | | | | | | | | | | | day <= 29.339385 | | | | | | | | | | | | RPT <= 10.358242: P (5.0) | | | | | | | | | | | | RPT > 10.358242 | | | | | | | | | | | | | ROS <= 15.741404 | | | | | | | | | | | | | | ROS <= 5.982009: N (6.0) | | | | | | | | | | | | | | ROS > 5.982009 | | | | | | | | | | | | | | | MUL <= 11.540743 | | | | | | | | | | | | | | | | year <= 74.234427: P (6.0) | | | | | | | | | | | | | | | | year > 74.234427 | | | | | | | | | | | | | | | | | VAL <= 10.90484: P (2.0) | | | | | | | | | | | | | | | | | VAL > 10.90484: N (2.0) | | | | | | | | | | | | | | | MUL > 11.540743: N (5.0/1.0) | | | | | | | | | | | | | ROS > 15.741404: N (8.0) | | | | | | | | | | | day > 29.339385: P (5.0) | | | | | | | | | SHA > 17.236051: P (6.0) | | | | | | | | CLO > 16.38: P (8.0) | | | MUL > 12.93949: P (169.0/66.0) | | BIR > 7.839764 | | | CLA <= 9.23138 | | | | month <= 2.058941 | | | | | RPT <= 19.95532: N (41.0/2.0) | | | | | RPT > 19.95532 | | | | | | month <= -0.091545: P (3.0) | | | | | | month > -0.091545: N (4.0/1.0) | | | | month > 2.058941 | | | | | day <= 7.63051 | | | | | | DUB <= 7.055653 | | | | | | | RPT <= 11.372576: P (7.0) | | | | | | | RPT > 11.372576 | | | | | | | | SHA <= 14.224489: N (6.0) | | | | | | | | SHA > 14.224489: P (2.0) | | | | | | DUB > 7.055653: N (45.0/6.0) | | | | | day > 7.63051: P (260.0/126.0) | | | CLA > 9.23138 | | | | SHA <= 9.848394 | | | | | year <= 71.492027 | | | | | | CLO <= 12.057399: P (10.0) | | | | | | CLO > 12.057399 | | | | | | | month <= 11.673591: N (47.0/19.0) | | | | | | | month > 11.673591: P (6.0) | | | | | year > 71.492027 | | | | | | MUL <= 15.935896 | | | | | | | RPT <= 19.099152: N (40.0/4.0) | | | | | | | RPT > 19.099152: P (5.0/1.0) | | | | | | MUL > 15.935896: P (3.0) | | | | SHA > 9.848394 | | | | | BEL <= 17.49265 | | | | | | DUB <= 8.952225 | | | | | | | BEL <= 8.5: N (7.0) | | | | | | | BEL > 8.5 | | | | | | | | BIR <= 8.418926: N (5.0) | | | | | | | | BIR > 8.418926 | | | | | | | | | CLO <= 11.468018: N (7.0/1.0) | | | | | | | | | CLO > 11.468018 | | | | | | | | | | SHA <= 12.22772: P (13.0) | | | | | | | | | | SHA > 12.22772 | | | | | | | | | | | year <= 68.673959: P (9.0/1.0) | | | | | | | | | | | year > 68.673959 | | | | | | | | | | | | DUB <= 3.5: P (2.0) | | | | | | | | | | | | DUB > 3.5: N (6.0) | | | | | | DUB > 8.952225: N (553.0/103.0) | | | | | BEL > 17.49265 | | | | | | MUL <= 10.85354 | | | | | | | month <= 7.979154 | | | | | | | | VAL <= 13.25 | | | | | | | | | DUB <= 9.31808: P (10.0/1.0) | | | | | | | | | DUB > 9.31808 | | | | | | | | | | CLO <= 12.973763 | | | | | | | | | | | DUB <= 14.334109: P (5.0) | | | | | | | | | | | DUB > 14.334109: N (2.0) | | | | | | | | | | CLO > 12.973763: N (6.0) | | | | | | | | VAL > 13.25 | | | | | | | | | year <= 65.21068 | | | | | | | | | | month <= 4.4998: N (16.0/3.0) | | | | | | | | | | month > 4.4998 | | | | | | | | | | | year <= 63.487212: N (3.0) | | | | | | | | | | | year > 63.487212: P (5.0) | | | | | | | | | year > 65.21068: N (29.0/1.0) | | | | | | | month > 7.979154 | | | | | | | | SHA <= 14.644609: N (50.0) | | | | | | | | SHA > 14.644609 | | | | | | | | | BIR <= 13 | | | | | | | | | | KIL <= 7.813436: P (3.0/1.0) | | | | | | | | | | KIL > 7.813436: N (12.0) | | | | | | | | | BIR > 13: P (2.0) | | | | | | MUL > 10.85354 | | | | | | | ROS <= 10.121771 | | | | | | | | ROS <= 7.591734: P (3.0) | | | | | | | | ROS > 7.591734 | | | | | | | | | BIR <= 9.874605: N (16.0) | | | | | | | | | BIR > 9.874605 | | | | | | | | | | CLA <= 11.357854: P (3.0) | | | | | | | | | | CLA > 11.357854: N (8.0/1.0) | | | | | | | ROS > 10.121771: N (937.0/18.0) Number of Leaves : 249 Size of the tree : 497 J48 pruned tree ------------------ CLO <= 7.712343 | DUB <= 8.67 | | MUL <= 7.253606 | | | KIL <= 6.46253 | | | | SHA <= 11.721568 | | | | | CLA <= 7.832828 | | | | | | BEL <= 10.728322 | | | | | | | CLO <= 4.059018: P (866.0/11.0) | | | | | | | CLO > 4.059018 | | | | | | | | month <= 10.498036 | | | | | | | | | month <= 1.783853 | | | | | | | | | | CLO <= 4.96: P (21.0) | | | | | | | | | | CLO > 4.96 | | | | | | | | | | | KIL <= 2.05673: N (6.0) | | | | | | | | | | | KIL > 2.05673 | | | | | | | | | | | | MUL <= 6.273516: P (10.0) | | | | | | | | | | | | MUL > 6.273516 | | | | | | | | | | | | | RPT <= 10.83: N (3.0) | | | | | | | | | | | | | RPT > 10.83: P (2.0) | | | | | | | | | month > 1.783853 | | | | | | | | | | year <= 63.495375: P (116.0) | | | | | | | | | | year > 63.495375 | | | | | | | | | | | CLO <= 6.479509: P (404.0/17.0) | | | | | | | | | | | CLO > 6.479509 | | | | | | | | | | | | KIL <= 2.950657 | | | | | | | | | | | | | DUB <= 4.46: P (5.0) | | | | | | | | | | | | | DUB > 4.46: N (9.0/1.0) | | | | | | | | | | | | KIL > 2.950657 | | | | | | | | | | | | | MUL <= 6.217116 | | | | | | | | | | | | | | CLO <= 6.57463: N (2.0) | | | | | | | | | | | | | | CLO > 6.57463 | | | | | | | | | | | | | | | MUL <= 5.769214: P (30.0/2.0) | | | | | | | | | | | | | | | MUL > 5.769214 | | | | | | | | | | | | | | | | VAL <= 6.615322: P (2.0) | | | | | | | | | | | | | | | | VAL > 6.615322: N (3.0) | | | | | | | | | | | | | MUL > 6.217116: P (29.0) | | | | | | | | month > 10.498036 | | | | | | | | | year <= 65.499772: P (31.0) | | | | | | | | | year > 65.499772 | | | | | | | | | | BIR <= 4.768348 | | | | | | | | | | | year <= 70.483809 | | | | | | | | | | | | month <= 11.494947 | | | | | | | | | | | | | day <= 17 | | | | | | | | | | | | | | BIR <= 3.224449: N (3.0) | | | | | | | | | | | | | | BIR > 3.224449: P (3.0) | | | | | | | | | | | | | day > 17: P (6.0) | | | | | | | | | | | | month > 11.494947 | | | | | | | | | | | | | VAL <= 8.184602: P (8.0/1.0) | | | | | | | | | | | | | VAL > 8.184602: N (2.0) | | | | | | | | | | | year > 70.483809 | | | | | | | | | | | | year <= 76.496843 | | | | | | | | | | | | | day <= 5.492197: P (3.0) | | | | | | | | | | | | | day > 5.492197 | | | | | | | | | | | | | | day <= 20: N (14.0/1.0) | | | | | | | | | | | | | | day > 20 | | | | | | | | | | | | | | | day <= 27.475901 | | | | | | | | | | | | | | | | RPT <= 9.664589: P (6.0/1.0) | | | | | | | | | | | | | | | | RPT > 9.664589: N (3.0/1.0) | | | | | | | | | | | | | | | day > 27.475901: N (3.0) | | | | | | | | | | | | year > 76.496843: P (3.0) | | | | | | | | | | BIR > 4.768348: P (13.0) | | | | | | BEL > 10.728322 | | | | | | | month <= 8.224775 | | | | | | | | CLA <= 3.188467 | | | | | | | | | CLA <= 1.541479: N (7.0/1.0) | | | | | | | | | CLA > 1.541479 | | | | | | | | | | KIL <= 1.644598: N (3.0/1.0) | | | | | | | | | | KIL > 1.644598: P (9.0) | | | | | | | | CLA > 3.188467 | | | | | | | | | CLO <= 4.85405 | | | | | | | | | | ROS <= 9.766204: P (73.0) | | | | | | | | | | ROS > 9.766204 | | | | | | | | | | | MUL <= 4.473896 | | | | | | | | | | | | SHA <= 4.58: N (2.0) | | | | | | | | | | | | SHA > 4.58 | | | | | | | | | | | | | MUL <= 3.893221: P (7.0) | | | | | | | | | | | | | MUL > 3.893221: N (2.0) | | | | | | | | | | | MUL > 4.473896: P (16.0) | | | | | | | | | CLO > 4.85405 | | | | | | | | | | VAL <= 3.86964 | | | | | | | | | | | CLA <= 5.117411: P (3.0) | | | | | | | | | | | CLA > 5.117411: N (7.0/1.0) | | | | | | | | | | VAL > 3.86964: P (142.0/16.0) | | | | | | | month > 8.224775 | | | | | | | | CLO <= 3.349505: P (18.0) | | | | | | | | CLO > 3.349505 | | | | | | | | | day <= 29.494916 | | | | | | | | | | VAL <= 4.204242 | | | | | | | | | | | year <= 67.764859: P (2.0) | | | | | | | | | | | year > 67.764859: N (11.0/1.0) | | | | | | | | | | VAL > 4.204242 | | | | | | | | | | | MUL <= 5.769214 | | | | | | | | | | | | CLO <= 7.35066 | | | | | | | | | | | | | CLA <= 6.978585 | | | | | | | | | | | | | | DUB <= 7.368542: P (47.0) | | | | | | | | | | | | | | DUB > 7.368542 | | | | | | | | | | | | | | | year <= 67.499985: P (2.0) | | | | | | | | | | | | | | | year > 67.499985: N (2.0) | | | | | | | | | | | | | CLA > 6.978585 | | | | | | | | | | | | | | day <= 21.498121: P (6.0/1.0) | | | | | | | | | | | | | | day > 21.498121: N (3.0) | | | | | | | | | | | | CLO > 7.35066: N (5.0/1.0) | | | | | | | | | | | MUL > 5.769214 | | | | | | | | | | | | SHA <= 7.226745: N (12.0/1.0) | | | | | | | | | | | | SHA > 7.226745 | | | | | | | | | | | | | CLO <= 6.583891: P (8.0) | | | | | | | | | | | | | CLO > 6.583891 | | | | | | | | | | | | | | SHA <= 8.847652: P (4.0) | | | | | | | | | | | | | | SHA > 8.847652: N (5.0) | | | | | | | | | day > 29.494916: N (9.0/1.0) | | | | | CLA > 7.832828 | | | | | | month <= 9.887663 | | | | | | | BIR <= 1.762854 | | | | | | | | KIL <= 4.969539 | | | | | | | | | KIL <= 3.298127: N (2.0) | | | | | | | | | KIL > 3.298127: P (2.0) | | | | | | | | KIL > 4.969539: N (5.0) | | | | | | | BIR > 1.762854 | | | | | | | | year <= 63.031016: P (32.0/1.0) | | | | | | | | year > 63.031016 | | | | | | | | | VAL <= 14.611964 | | | | | | | | | | CLO <= 2.556061 | | | | | | | | | | | year <= 73.305793: N (7.0/1.0) | | | | | | | | | | | year > 73.305793: P (2.0) | | | | | | | | | | CLO > 2.556061: P (91.0/16.0) | | | | | | | | | VAL > 14.611964 | | | | | | | | | | BEL <= 16.431694 | | | | | | | | | | | VAL <= 16.467911: N (6.0) | | | | | | | | | | | VAL > 16.467911 | | | | | | | | | | | | SHA <= 6.421891: P (3.0) | | | | | | | | | | | | SHA > 6.421891 | | | | | | | | | | | | | CLO <= 3.020006: P (2.0) | | | | | | | | | | | | | CLO > 3.020006: N (8.0/1.0) | | | | | | | | | | BEL > 16.431694: P (4.0) | | | | | | month > 9.887663 | | | | | | | CLA <= 8.471472 | | | | | | | | month <= 11.841214: P (5.0) | | | | | | | | month > 11.841214: N (3.0/1.0) | | | | | | | CLA > 8.471472 | | | | | | | | BEL <= 7.12: P (2.0) | | | | | | | | BEL > 7.12 | | | | | | | | | day <= 4.882107: P (3.0/1.0) | | | | | | | | | day > 4.882107: N (20.0/1.0) | | | | SHA > 11.721568 | | | | | VAL <= 7.948813 | | | | | | CLA <= 9.553993: N (17.0/1.0) | | | | | | CLA > 9.553993 | | | | | | | CLA <= 12.381663: P (7.0) | | | | | | | CLA > 12.381663: N (6.0/1.0) | | | | | VAL > 7.948813 | | | | | | VAL <= 10.48172: P (13.0) | | | | | | VAL > 10.48172 | | | | | | | BIR <= 4.921989 | | | | | | | | DUB <= 7.434596: N (13.0) | | | | | | | | DUB > 7.434596: P (3.0) | | | | | | | BIR > 4.921989 | | | | | | | | BIR <= 11.335078: P (37.0/8.0) | | | | | | | | BIR > 11.335078: N (5.0) | | | KIL > 6.46253 | | | | SHA <= 3.25761 | | | | | year <= 68.276261 | | | | | | day <= 29.500239: P (2.0) | | | | | | day > 29.500239: N (2.0) | | | | | year > 68.276261: N (14.0) | | | | SHA > 3.25761 | | | | | CLO <= 1.907902 | | | | | | RPT <= 20.38 | | | | | | | KIL <= 9.124305: N (15.0) | | | | | | | KIL > 9.124305 | | | | | | | | day <= 19.195912: N (3.0) | | | | | | | | day > 19.195912: P (2.0) | | | | | | RPT > 20.38: P (3.0) | | | | | CLO > 1.907902 | | | | | | KIL <= 7.122521 | | | | | | | SHA <= 18.110707 | | | | | | | | VAL <= 16.5 | | | | | | | | | MUL <= 4.936521 | | | | | | | | | | CLO <= 5.921128: P (11.0/1.0) | | | | | | | | | | CLO > 5.921128: N (3.0) | | | | | | | | | MUL > 4.936521: P (35.0) | | | | | | | | VAL > 16.5: N (3.0) | | | | | | | SHA > 18.110707: N (3.0) | | | | | | KIL > 7.122521: P (172.0/74.0) | | MUL > 7.253606 | | | MUL <= 8.08147 | | | | CLA <= 8.839604 | | | | | VAL <= 3.564849 | | | | | | SHA <= 7.979043 | | | | | | | BEL <= 13.21: P (4.0) | | | | | | | BEL > 13.21: N (2.0) | | | | | | SHA > 7.979043: N (6.0) | | | | | VAL > 3.564849: P (184.0/39.0) | | | | CLA > 8.839604 | | | | | ROS <= 9.390554 | | | | | | BIR <= 2.178229: P (2.0) | | | | | | BIR > 2.178229: N (22.0/4.0) | | | | | ROS > 9.390554 | | | | | | month <= 0.903412: N (4.0) | | | | | | month > 0.903412: P (44.0/15.0) | | | MUL > 8.08147 | | | | year <= 71.975441 | | | | | year <= 71.038509 | | | | | | SHA <= 16.488442: P (380.0/177.0) | | | | | | SHA > 16.488442 | | | | | | | KIL <= 1.031136: P (3.0) | | | | | | | KIL > 1.031136 | | | | | | | | VAL <= 15.779774 | | | | | | | | | month <= 10.881176: N (25.0) | | | | | | | | | month > 10.881176 | | | | | | | | | | BEL <= 9.885711: N (3.0) | | | | | | | | | | BEL > 9.885711: P (2.0) | | | | | | | | VAL > 15.779774: P (4.0/1.0) | | | | | year > 71.038509 | | | | | | ROS <= 17.692798: N (37.0/5.0) | | | | | | ROS > 17.692798: P (3.0) | | | | year > 71.975441 | | | | | RPT <= 17.596194: P (235.0/77.0) | | | | | RPT > 17.596194 | | | | | | BIR <= 9.029708 | | | | | | | CLA <= 12.259336: P (22.0/6.0) | | | | | | | CLA > 12.259336: N (7.0) | | | | | | BIR > 9.029708: N (18.0/2.0) | DUB > 8.67 | | DUB <= 10.33832 | | | BEL <= 10.760122 | | | | SHA <= 12.011112 | | | | | SHA <= 10.584408 | | | | | | VAL <= 15.052721 | | | | | | | KIL <= 9.04 | | | | | | | | month <= 2.439369 | | | | | | | | | month <= 0.807675: N (3.0) | | | | | | | | | month > 0.807675 | | | | | | | | | | year <= 66.469181: P (7.0) | | | | | | | | | | year > 66.469181 | | | | | | | | | | | ROS <= 8: N (4.0) | | | | | | | | | | | ROS > 8 | | | | | | | | | | | | month <= 1.268984: P (6.0) | | | | | | | | | | | | month > 1.268984 | | | | | | | | | | | | | month <= 1.458792: N (2.0) | | | | | | | | | | | | | month > 1.458792 | | | | | | | | | | | | | | BEL <= 6.394996: P (6.0) | | | | | | | | | | | | | | BEL > 6.394996 | | | | | | | | | | | | | | | VAL <= 7.343266: N (3.0) | | | | | | | | | | | | | | | VAL > 7.343266 | | | | | | | | | | | | | | | | CLO <= 6.04: P (3.0) | | | | | | | | | | | | | | | | CLO > 6.04: N (3.0/1.0) | | | | | | | | month > 2.439369 | | | | | | | | | MUL <= 5.268428: P (32.0) | | | | | | | | | MUL > 5.268428 | | | | | | | | | | MUL <= 5.75 | | | | | | | | | | | month <= 6.103784: P (2.0) | | | | | | | | | | | month > 6.103784: N (6.0) | | | | | | | | | | MUL > 5.75 | | | | | | | | | | | BIR <= 3.56271 | | | | | | | | | | | | CLO <= 4.898013: P (9.0) | | | | | | | | | | | | CLO > 4.898013 | | | | | | | | | | | | | year <= 72.735048 | | | | | | | | | | | | | | BEL <= 9.243862: P (4.0) | | | | | | | | | | | | | | BEL > 9.243862: N (2.0) | | | | | | | | | | | | | year > 72.735048: N (7.0) | | | | | | | | | | | BIR > 3.56271 | | | | | | | | | | | | MUL <= 7.518384: P (49.0) | | | | | | | | | | | | MUL > 7.518384 | | | | | | | | | | | | | BEL <= 8.5 | | | | | | | | | | | | | | CLO <= 7.053329 | | | | | | | | | | | | | | | CLA <= 10.165321: P (16.0/1.0) | | | | | | | | | | | | | | | CLA > 10.165321: N (5.0/1.0) | | | | | | | | | | | | | | CLO > 7.053329: N (5.0) | | | | | | | | | | | | | BEL > 8.5: P (29.0/1.0) | | | | | | | KIL > 9.04 | | | | | | | | DUB <= 10.147818 | | | | | | | | | BEL <= 9.941289: N (9.0) | | | | | | | | | BEL > 9.941289: P (2.0) | | | | | | | | DUB > 10.147818: P (2.0) | | | | | | VAL > 15.052721 | | | | | | | BIR <= 7.736958 | | | | | | | | ROS <= 15.88136 | | | | | | | | | year <= 66.560253: P (3.0/1.0) | | | | | | | | | year > 66.560253: N (3.0) | | | | | | | | ROS > 15.88136: P (3.0) | | | | | | | BIR > 7.736958: N (6.0) | | | | | SHA > 10.584408: P (25.0) | | | | SHA > 12.011112 | | | | | year <= 72.980554: N (43.0/16.0) | | | | | year > 72.980554 | | | | | | CLA <= 12.662388: P (11.0) | | | | | | CLA > 12.662388: N (2.0) | | | BEL > 10.760122: N (401.0/199.0) | | DUB > 10.33832: N (1468.0/712.0) CLO > 7.712343 | MUL <= 9.426944 | | year <= 66.437744 | | | CLO <= 9.870272 | | | | VAL <= 3.21 | | | | | SHA <= 7.287227 | | | | | | CLA <= 6.56049 | | | | | | | month <= 4: N (3.0/1.0) | | | | | | | month > 4: P (6.0) | | | | | | CLA > 6.56049: N (8.0/1.0) | | | | | SHA > 7.287227: N (9.0) | | | | VAL > 3.21 | | | | | year <= 65.082722 | | | | | | year <= 60.886189 | | | | | | | year <= 56.928407: P (7.0) | | | | | | | year > 56.928407: N (30.0/10.0) | | | | | | year > 60.886189 | | | | | | | year <= 61.015112 | | | | | | | | BEL <= 17.559698: P (52.0/1.0) | | | | | | | | BEL > 17.559698: N (3.0/1.0) | | | | | | | year > 61.015112 | | | | | | | | day <= 23.204108 | | | | | | | | | year <= 61.952915 | | | | | | | | | | BEL <= 17.07437: N (10.0/1.0) | | | | | | | | | | BEL > 17.07437: P (3.0) | | | | | | | | | year > 61.952915 | | | | | | | | | | BEL <= 12.398783 | | | | | | | | | | | VAL <= 14.75 | | | | | | | | | | | | month <= 7.577152: P (77.0/3.0) | | | | | | | | | | | | month > 7.577152 | | | | | | | | | | | | | DUB <= 7.5: P (12.0) | | | | | | | | | | | | | DUB > 7.5 | | | | | | | | | | | | | | KIL <= 4.52562 | | | | | | | | | | | | | | | RPT <= 7.802266: P (5.0/1.0) | | | | | | | | | | | | | | | RPT > 7.802266: N (7.0) | | | | | | | | | | | | | | KIL > 4.52562 | | | | | | | | | | | | | | | KIL <= 6.104549: P (14.0) | | | | | | | | | | | | | | | KIL > 6.104549 | | | | | | | | | | | | | | | | year <= 62.943472: P (6.0) | | | | | | | | | | | | | | | | year > 62.943472 | | | | | | | | | | | | | | | | | month <= 10.098158: N (4.0) | | | | | | | | | | | | | | | | | month > 10.098158: P (6.0/1.0) | | | | | | | | | | | VAL > 14.75 | | | | | | | | | | | | BIR <= 8.029386: N (5.0) | | | | | | | | | | | | BIR > 8.029386 | | | | | | | | | | | | | RPT <= 10.022113: N (2.0) | | | | | | | | | | | | | RPT > 10.022113: P (4.0) | | | | | | | | | | BEL > 12.398783 | | | | | | | | | | | CLA <= 8.399701 | | | | | | | | | | | | VAL <= 5.683747: P (7.0) | | | | | | | | | | | | VAL > 5.683747 | | | | | | | | | | | | | DUB <= 12.05821 | | | | | | | | | | | | | | DUB <= 9.13 | | | | | | | | | | | | | | | day <= 17.801656 | | | | | | | | | | | | | | | | year <= 63.712444: N (6.0) | | | | | | | | | | | | | | | | year > 63.712444 | | | | | | | | | | | | | | | | | DUB <= 7.182544: P (2.0) | | | | | | | | | | | | | | | | | DUB > 7.182544: N (4.0/1.0) | | | | | | | | | | | | | | | day > 17.801656: P (4.0) | | | | | | | | | | | | | | DUB > 9.13: N (13.0) | | | | | | | | | | | | | DUB > 12.05821: P (8.0/1.0) | | | | | | | | | | | CLA > 8.399701 | | | | | | | | | | | | BIR <= 4.372991: N (4.0) | | | | | | | | | | | | BIR > 4.372991 | | | | | | | | | | | | | RPT <= 12.057668 | | | | | | | | | | | | | | SHA <= 10.808623: P (15.0/1.0) | | | | | | | | | | | | | | SHA > 10.808623: N (8.0/1.0) | | | | | | | | | | | | | RPT > 12.057668: P (29.0/1.0) | | | | | | | | day > 23.204108: P (86.0/39.0) | | | | | year > 65.082722 | | | | | | year <= 65.856203 | | | | | | | CLA <= 8.448058: N (16.0/1.0) | | | | | | | CLA > 8.448058 | | | | | | | | CLO <= 8.112647: N (4.0) | | | | | | | | CLO > 8.112647 | | | | | | | | | RPT <= 13.808357: P (6.0) | | | | | | | | | RPT > 13.808357: N (5.0/1.0) | | | | | | year > 65.856203 | | | | | | | day <= 15.063348 | | | | | | | | VAL <= 11.1445: P (18.0) | | | | | | | | VAL > 11.1445 | | | | | | | | | VAL <= 13.29 | | | | | | | | | | day <= 14.017314: N (7.0/1.0) | | | | | | | | | | day > 14.017314: P (2.0) | | | | | | | | | VAL > 13.29: P (9.0/1.0) | | | | | | | day > 15.063348 | | | | | | | | SHA <= 11.46 | | | | | | | | | month <= 8.009 | | | | | | | | | | MUL <= 6.632241: P (6.0) | | | | | | | | | | MUL > 6.632241 | | | | | | | | | | | BEL <= 13.5 | | | | | | | | | | | | VAL <= 7.015249: N (4.0) | | | | | | | | | | | | VAL > 7.015249: P (7.0/1.0) | | | | | | | | | | | BEL > 13.5: N (7.0) | | | | | | | | | month > 8.009: N (10.0) | | | | | | | | SHA > 11.46 | | | | | | | | | VAL <= 13.56986: P (10.0) | | | | | | | | | VAL > 13.56986: N (2.0) | | | CLO > 9.870272: N (708.0/346.0) | | year > 66.437744 | | | month <= 8.744136: N (1575.0/781.0) | | | month > 8.744136 | | | | MUL <= 7.114966: N (290.0/133.0) | | | | MUL > 7.114966 | | | | | SHA <= 11.176308 | | | | | | month <= 8.997114 | | | | | | | BIR <= 5.639025: N (5.0/1.0) | | | | | | | BIR > 5.639025: P (8.0/1.0) | | | | | | month > 8.997114: N (175.0/31.0) | | | | | SHA > 11.176308 | | | | | | ROS <= 17.715884 | | | | | | | year <= 70.388424 | | | | | | | | BEL <= 15.347067 | | | | | | | | | KIL <= 3.473353: N (5.0) | | | | | | | | | KIL > 3.473353 | | | | | | | | | | MUL <= 8.309355: P (10.0/1.0) | | | | | | | | | | MUL > 8.309355: N (6.0/1.0) | | | | | | | | BEL > 15.347067: N (27.0) | | | | | | | year > 70.388424: P (53.0/24.0) | | | | | | ROS > 17.715884 | | | | | | | MUL <= 9.130892: P (9.0) | | | | | | | MUL > 9.130892: N (3.0/1.0) | MUL > 9.426944 | | BEL <= 15.703979 | | | BEL <= 12.61023: N (1000.0/480.0) | | | BEL > 12.61023 | | | | CLA <= 5.777619 | | | | | DUB <= 5.371064 | | | | | | DUB <= -0.159019: P (4.0/1.0) | | | | | | DUB > -0.159019: N (13.0) | | | | | DUB > 5.371064 | | | | | | RPT <= 7.909813: P (18.0/1.0) | | | | | | RPT > 7.909813 | | | | | | | SHA <= 9.677208 | | | | | | | | CLA <= 4.694487 | | | | | | | | | day <= 13.932115: P (6.0) | | | | | | | | | day > 13.932115 | | | | | | | | | | month <= 6.071329: N (9.0) | | | | | | | | | | month > 6.071329 | | | | | | | | | | | BEL <= 15.131308: P (6.0) | | | | | | | | | | | BEL > 15.131308: N (2.0) | | | | | | | | CLA > 4.694487: N (8.0) | | | | | | | SHA > 9.677208 | | | | | | | | KIL <= 4.715009: P (16.0) | | | | | | | | KIL > 4.715009 | | | | | | | | | CLA <= 2.113722: N (4.0) | | | | | | | | | CLA > 2.113722 | | | | | | | | | | MUL <= 9.873566: N (3.0) | | | | | | | | | | MUL > 9.873566 | | | | | | | | | | | CLA <= 4.97855: P (10.0) | | | | | | | | | | | CLA > 4.97855: N (3.0/1.0) | | | | CLA > 5.777619 | | | | | DUB <= 8.915511 | | | | | | BEL <= 15.208359 | | | | | | | SHA <= 11.936894 | | | | | | | | ROS <= 16.489548 | | | | | | | | | BIR <= 3.085593: N (6.0/1.0) | | | | | | | | | BIR > 3.085593: P (37.0/8.0) | | | | | | | | ROS > 16.489548: N (6.0) | | | | | | | SHA > 11.936894 | | | | | | | | BEL <= 13.08052: P (6.0/1.0) | | | | | | | | BEL > 13.08052 | | | | | | | | | CLA <= 12.96 | | | | | | | | | | KIL <= 8.45411: N (20.0) | | | | | | | | | | KIL > 8.45411 | | | | | | | | | | | KIL <= 9.265558: P (2.0) | | | | | | | | | | | KIL > 9.265558: N (7.0/1.0) | | | | | | | | | CLA > 12.96 | | | | | | | | | | BEL <= 14.305131: N (4.0/1.0) | | | | | | | | | | BEL > 14.305131: P (4.0) | | | | | | BEL > 15.208359 | | | | | | | day <= 11.554325 | | | | | | | | year <= 68.363982: P (2.0) | | | | | | | | year > 68.363982: N (4.0/1.0) | | | | | | | day > 11.554325: P (15.0) | | | | | DUB > 8.915511 | | | | | | year <= 64.974117 | | | | | | | CLO <= 10.353978 | | | | | | | | RPT <= 7.486311: N (6.0) | | | | | | | | RPT > 7.486311 | | | | | | | | | month <= 8.494877: P (22.0/2.0) | | | | | | | | | month > 8.494877 | | | | | | | | | | year <= 61.490535: P (2.0) | | | | | | | | | | year > 61.490535: N (4.0) | | | | | | | CLO > 10.353978 | | | | | | | | BIR <= 13.58399: N (101.0/31.0) | | | | | | | | BIR > 13.58399: P (6.0) | | | | | | year > 64.974117 | | | | | | | CLO <= 9.584412 | | | | | | | | month <= 5.76214 | | | | | | | | | month <= 2.009284 | | | | | | | | | | KIL <= 6.79: N (9.0) | | | | | | | | | | KIL > 6.79 | | | | | | | | | | | day <= 14.453943: N (2.0) | | | | | | | | | | | day > 14.453943: P (4.0/1.0) | | | | | | | | | month > 2.009284 | | | | | | | | | | year <= 74.499468 | | | | | | | | | | | BIR <= 6.952183: N (5.0) | | | | | | | | | | | BIR > 6.952183 | | | | | | | | | | | | day <= 14.258635: N (4.0/1.0) | | | | | | | | | | | | day > 14.258635: P (8.0/1.0) | | | | | | | | | | year > 74.499468: P (10.0) | | | | | | | | month > 5.76214 | | | | | | | | | BIR <= 5.108002 | | | | | | | | | | CLO <= 8.12: N (4.0/1.0) | | | | | | | | | | CLO > 8.12: P (7.0) | | | | | | | | | BIR > 5.108002 | | | | | | | | | | year <= 66.859253: P (4.0/1.0) | | | | | | | | | | year > 66.859253: N (59.0/7.0) | | | | | | | CLO > 9.584412 | | | | | | | | CLA <= 8.27136 | | | | | | | | | month <= 1.575245: P (4.0) | | | | | | | | | month > 1.575245 | | | | | | | | | | BEL <= 15.564895 | | | | | | | | | | | year <= 66.320663: P (3.0) | | | | | | | | | | | year > 66.320663 | | | | | | | | | | | | month <= 12.146717 | | | | | | | | | | | | | CLA <= 8.04 | | | | | | | | | | | | | | MUL <= 12.08: N (22.0) | | | | | | | | | | | | | | MUL > 12.08 | | | | | | | | | | | | | | | ROS <= 12.620984: N (4.0) | | | | | | | | | | | | | | | ROS > 12.620984: P (2.0) | | | | | | | | | | | | | CLA > 8.04 | | | | | | | | | | | | | | KIL <= 7.115907: N (2.0) | | | | | | | | | | | | | | KIL > 7.115907: P (3.0) | | | | | | | | | | | | month > 12.146717: P (2.0) | | | | | | | | | | BEL > 15.564895: P (4.0) | | | | | | | | CLA > 8.27136 | | | | | | | | | VAL <= 5.441893 | | | | | | | | | | VAL <= 2.827157: P (5.0) | | | | | | | | | | VAL > 2.827157 | | | | | | | | | | | CLA <= 13.971338: N (8.0) | | | | | | | | | | | CLA > 13.971338: P (3.0) | | | | | | | | | VAL > 5.441893: N (286.0/35.0) | | BEL > 15.703979 | | | MUL <= 10.604734 | | | | month <= 7.924322 | | | | | year <= 65.008737 | | | | | | month <= 4.603315 | | | | | | | BEL <= 18.593144 | | | | | | | | ROS <= 14.79 | | | | | | | | | RPT <= 10.644633: N (3.0) | | | | | | | | | RPT > 10.644633: P (6.0) | | | | | | | | ROS > 14.79: N (6.0/1.0) | | | | | | | BEL > 18.593144: N (16.0/2.0) | | | | | | month > 4.603315 | | | | | | | month <= 5.951321: P (15.0/3.0) | | | | | | | month > 5.951321 | | | | | | | | DUB <= 11.500798: P (9.0/3.0) | | | | | | | | DUB > 11.500798: N (9.0/1.0) | | | | | year > 65.008737: N (140.0/49.0) | | | | month > 7.924322: N (138.0/26.0) | | | MUL > 10.604734 | | | | SHA <= 9.694032 | | | | | month <= 10.31234 | | | | | | VAL <= 13.376674: N (105.0/45.0) | | | | | | VAL > 13.376674: P (42.0/11.0) | | | | | month > 10.31234: N (33.0/8.0) | | | | SHA > 9.694032 | | | | | CLO <= 11.649309 | | | | | | KIL <= 11.846641: N (375.0/81.0) | | | | | | KIL > 11.846641 | | | | | | | BIR <= 12.309753 | | | | | | | | VAL <= 21.42: N (14.0/3.0) | | | | | | | | VAL > 21.42: P (2.0) | | | | | | | BIR > 12.309753: P (6.0) | | | | | CLO > 11.649309 | | | | | | year <= 65.883799 | | | | | | | DUB <= 15.251923 | | | | | | | | month <= 4.717775 | | | | | | | | | BEL <= 19.79 | | | | | | | | | | RPT <= 14.228593: P (5.0) | | | | | | | | | | RPT > 14.228593 | | | | | | | | | | | ROS <= 16.974088: N (10.0/1.0) | | | | | | | | | | | ROS > 16.974088: P (6.0/1.0) | | | | | | | | | BEL > 19.79: N (11.0) | | | | | | | | month > 4.717775 | | | | | | | | | SHA <= 19.62: N (95.0/11.0) | | | | | | | | | SHA > 19.62 | | | | | | | | | | VAL <= 20.14467: P (4.0) | | | | | | | | | | VAL > 20.14467: N (3.0) | | | | | | | DUB > 15.251923: N (239.0/6.0) | | | | | | year > 65.883799: N (825.0/36.0) Number of Leaves : 287 Size of the tree : 573 J48 pruned tree ------------------ MUL <= 8.237401 | CLO <= 6.294639 | | KIL <= 6.596908 | | | RPT <= 13.092854 | | | | SHA <= 11.886842 | | | | | CLA <= 9.175321 | | | | | | BEL <= 10.584504 | | | | | | | DUB <= 7.171908: P (1279.0/27.0) | | | | | | | DUB > 7.171908 | | | | | | | | month <= 11.495456 | | | | | | | | | BEL <= 9.266564: P (205.0/14.0) | | | | | | | | | BEL > 9.266564 | | | | | | | | | | CLA <= 1.728577: N (4.0) | | | | | | | | | | CLA > 1.728577 | | | | | | | | | | | BEL <= 10.084576 | | | | | | | | | | | | KIL <= 1.700588: N (3.0) | | | | | | | | | | | | KIL > 1.700588 | | | | | | | | | | | | | VAL <= 7.908105 | | | | | | | | | | | | | | CLO <= 6.042969: P (16.0) | | | | | | | | | | | | | | CLO > 6.042969 | | | | | | | | | | | | | | | RPT <= 7.973802: N (2.0) | | | | | | | | | | | | | | | RPT > 7.973802: P (2.0) | | | | | | | | | | | | | VAL > 7.908105 | | | | | | | | | | | | | | ROS <= 9.365925: P (5.0/1.0) | | | | | | | | | | | | | | ROS > 9.365925: N (4.0) | | | | | | | | | | | BEL > 10.084576: P (13.0) | | | | | | | | month > 11.495456 | | | | | | | | | year <= 67.49526: P (10.0) | | | | | | | | | year > 67.49526 | | | | | | | | | | KIL <= 3.434636 | | | | | | | | | | | VAL <= 1.843897: N (2.0) | | | | | | | | | | | VAL > 1.843897: P (12.0/2.0) | | | | | | | | | | KIL > 3.434636: N (7.0/1.0) | | | | | | BEL > 10.584504 | | | | | | | DUB <= 9.913822 | | | | | | | | month <= 10.019242 | | | | | | | | | CLA <= 3.189302 | | | | | | | | | | DUB <= 4.836556: P (9.0) | | | | | | | | | | DUB > 4.836556 | | | | | | | | | | | month <= 3.496389 | | | | | | | | | | | | month <= 2.264906: N (3.0/1.0) | | | | | | | | | | | | month > 2.264906: P (2.0) | | | | | | | | | | | month > 3.496389: N (8.0) | | | | | | | | | CLA > 3.189302 | | | | | | | | | | MUL <= 4.725832: P (144.0/6.0) | | | | | | | | | | MUL > 4.725832 | | | | | | | | | | | KIL <= 2.344671 | | | | | | | | | | | | year <= 70.499936: N (5.0) | | | | | | | | | | | | year > 70.499936 | | | | | | | | | | | | | year <= 77.496168 | | | | | | | | | | | | | | month <= 4.202372: P (7.0) | | | | | | | | | | | | | | month > 4.202372 | | | | | | | | | | | | | | | CLO <= 4.425569: P (3.0) | | | | | | | | | | | | | | | CLO > 4.425569 | | | | | | | | | | | | | | | | year <= 74.588166: N (3.0) | | | | | | | | | | | | | | | | year > 74.588166 | | | | | | | | | | | | | | | | | ROS <= 6.023358: N (2.0) | | | | | | | | | | | | | | | | | ROS > 6.023358: P (4.0) | | | | | | | | | | | | | year > 77.496168: N (3.0) | | | | | | | | | | | KIL > 2.344671: P (134.0/16.0) | | | | | | | | month > 10.019242 | | | | | | | | | MUL <= 2.443763: P (7.0) | | | | | | | | | MUL > 2.443763 | | | | | | | | | | VAL <= 4.930212: N (7.0) | | | | | | | | | | VAL > 4.930212 | | | | | | | | | | | VAL <= 7.872335: P (7.0) | | | | | | | | | | | VAL > 7.872335 | | | | | | | | | | | | DUB <= 8.814685 | | | | | | | | | | | | | day <= 2: P (2.0) | | | | | | | | | | | | | day > 2 | | | | | | | | | | | | | | CLA <= 5.830956 | | | | | | | | | | | | | | | DUB <= 6.43725: P (4.0/1.0) | | | | | | | | | | | | | | | DUB > 6.43725: N (3.0) | | | | | | | | | | | | | | CLA > 5.830956: N (6.0) | | | | | | | | | | | | DUB > 8.814685: P (4.0) | | | | | | | DUB > 9.913822 | | | | | | | | year <= 76.785132 | | | | | | | | | SHA <= 10.220424 | | | | | | | | | | BEL <= 12.563886: N (10.0) | | | | | | | | | | BEL > 12.563886 | | | | | | | | | | | BEL <= 13.966383 | | | | | | | | | | | | month <= 3.053952: N (2.0) | | | | | | | | | | | | month > 3.053952: P (5.0) | | | | | | | | | | | BEL > 13.966383 | | | | | | | | | | | | year <= 74.398759: N (8.0) | | | | | | | | | | | | year > 74.398759 | | | | | | | | | | | | | year <= 75.037028: P (2.0) | | | | | | | | | | | | | year > 75.037028: N (2.0) | | | | | | | | | SHA > 10.220424: P (4.0) | | | | | | | | year > 76.785132: P (5.0) | | | | | CLA > 9.175321: P (86.0/32.0) | | | | SHA > 11.886842 | | | | | MUL <= 5.203035 | | | | | | DUB <= 8.3721 | | | | | | | KIL <= 5.021694: N (20.0/1.0) | | | | | | | KIL > 5.021694 | | | | | | | | year <= 70.864662: N (4.0/1.0) | | | | | | | | year > 70.864662: P (3.0) | | | | | | DUB > 8.3721 | | | | | | | KIL <= 3.303285: P (9.0) | | | | | | | KIL > 3.303285: N (21.0/9.0) | | | | | MUL > 5.203035: P (68.0/18.0) | | | RPT > 13.092854 | | | | MUL <= 2.303612 | | | | | SHA <= 16.060273: N (30.0/6.0) | | | | | SHA > 16.060273: P (4.0) | | | | MUL > 2.303612 | | | | | DUB <= 9.724755 | | | | | | VAL <= 9.31628 | | | | | | | MUL <= 5.601635 | | | | | | | | BEL <= 12.791479: P (20.0/2.0) | | | | | | | | BEL > 12.791479 | | | | | | | | | year <= 68.930957: P (2.0) | | | | | | | | | year > 68.930957: N (6.0) | | | | | | | MUL > 5.601635 | | | | | | | | RPT <= 13.62: P (9.0/1.0) | | | | | | | | RPT > 13.62 | | | | | | | | | month <= 4.707401: P (5.0/1.0) | | | | | | | | | month > 4.707401: N (25.0/3.0) | | | | | | VAL > 9.31628: P (147.0/29.0) | | | | | DUB > 9.724755 | | | | | | year <= 68.115336 | | | | | | | RPT <= 16.343453: P (14.0) | | | | | | | RPT > 16.343453 | | | | | | | | year <= 66.438753 | | | | | | | | | ROS <= 12.360653: P (5.0/1.0) | | | | | | | | | ROS > 12.360653: N (6.0) | | | | | | | | year > 66.438753: P (5.0) | | | | | | year > 68.115336 | | | | | | | year <= 73.345961 | | | | | | | | VAL <= 7.85664 | | | | | | | | | day <= 20.435275: P (9.0/1.0) | | | | | | | | | day > 20.435275: N (5.0) | | | | | | | | VAL > 7.85664: N (34.0/3.0) | | | | | | | year > 73.345961 | | | | | | | | MUL <= 5.44452: P (9.0) | | | | | | | | MUL > 5.44452 | | | | | | | | | DUB <= 11.645043: P (7.0/1.0) | | | | | | | | | DUB > 11.645043 | | | | | | | | | | ROS <= 7.037822: P (4.0/1.0) | | | | | | | | | | ROS > 7.037822: N (8.0) | | KIL > 6.596908: P (496.0/219.0) | CLO > 6.294639 | | CLO <= 8.263125 | | | year <= 65.100785 | | | | year <= 60.937171 | | | | | BEL <= 15.301714: N (13.0) | | | | | BEL > 15.301714 | | | | | | month <= 9.284601: P (10.0/1.0) | | | | | | month > 9.284601: N (4.0) | | | | year > 60.937171 | | | | | KIL <= 8.04 | | | | | | DUB <= 10.393999: P (268.0/23.0) | | | | | | DUB > 10.393999 | | | | | | | year <= 63.149091 | | | | | | | | RPT <= 5.321723: N (2.0) | | | | | | | | RPT > 5.321723: P (23.0/4.0) | | | | | | | year > 63.149091 | | | | | | | | KIL <= 7.238915: N (14.0/1.0) | | | | | | | | KIL > 7.238915: P (2.0) | | | | | KIL > 8.04 | | | | | | month <= 5.343102 | | | | | | | CLO <= 6.696721: N (3.0) | | | | | | | CLO > 6.696721: P (14.0/1.0) | | | | | | month > 5.343102 | | | | | | | CLO <= 8.074116 | | | | | | | | RPT <= 4.941204 | | | | | | | | | ROS <= 10.375129: N (2.0) | | | | | | | | | ROS > 10.375129: P (2.0) | | | | | | | | RPT > 4.941204: N (15.0) | | | | | | | CLO > 8.074116: P (3.0) | | | year > 65.100785 | | | | month <= 9.001537 | | | | | BIR <= 8.944789 | | | | | | CLA <= 7.988771 | | | | | | | SHA <= 4.468782 | | | | | | | | year <= 76.45933 | | | | | | | | | BIR <= 1.599727: N (4.0) | | | | | | | | | BIR > 1.599727 | | | | | | | | | | VAL <= 14.534876 | | | | | | | | | | | ROS <= 3.83: N (2.0) | | | | | | | | | | | ROS > 3.83: P (14.0/3.0) | | | | | | | | | | VAL > 14.534876: N (3.0) | | | | | | | | year > 76.45933: N (6.0) | | | | | | | SHA > 4.468782 | | | | | | | | MUL <= 3.595483 | | | | | | | | | VAL <= 14.15378 | | | | | | | | | | RPT <= 7.8069: P (4.0/1.0) | | | | | | | | | | RPT > 7.8069: N (11.0) | | | | | | | | | VAL > 14.15378: P (3.0) | | | | | | | | MUL > 3.595483 | | | | | | | | | month <= 8.718897 | | | | | | | | | | DUB <= 7.143541: P (101.0/8.0) | | | | | | | | | | DUB > 7.143541 | | | | | | | | | | | DUB <= 7.311376: N (7.0/1.0) | | | | | | | | | | | DUB > 7.311376: P (143.0/32.0) | | | | | | | | | month > 8.718897 | | | | | | | | | | DUB <= 6.08: P (3.0) | | | | | | | | | | DUB > 6.08 | | | | | | | | | | | RPT <= 13.494271: N (8.0) | | | | | | | | | | | RPT > 13.494271: P (3.0/1.0) | | | | | | CLA > 7.988771 | | | | | | | month <= 5.755776 | | | | | | | | SHA <= 6.596913 | | | | | | | | | SHA <= 2.821559: P (2.0) | | | | | | | | | SHA > 2.821559: N (18.0) | | | | | | | | SHA > 6.596913 | | | | | | | | | month <= 5.33911: P (81.0/35.0) | | | | | | | | | month > 5.33911: N (5.0) | | | | | | | month > 5.755776: P (105.0/32.0) | | | | | BIR > 8.944789: N (126.0/53.0) | | | | month > 9.001537: N (216.0/92.0) | | CLO > 8.263125 | | | BEL <= 12.092699: P (932.0/408.0) | | | BEL > 12.092699: N (1286.0/606.0) MUL > 8.237401 | CLO <= 10.429607 | | BEL <= 12.753077 | | | month <= 3.703233: N (340.0/150.0) | | | month > 3.703233: P (1190.0/521.0) | | BEL > 12.753077 | | | CLO <= 7.873437: N (936.0/451.0) | | | CLO > 7.873437 | | | | year <= 63.016021 | | | | | SHA <= 17.680632 | | | | | | SHA <= 8.138564 | | | | | | | BEL <= 14.652718: P (6.0/1.0) | | | | | | | BEL > 14.652718 | | | | | | | | CLA <= 8.082051 | | | | | | | | | year <= 60.429214: P (3.0) | | | | | | | | | year > 60.429214: N (4.0/1.0) | | | | | | | | CLA > 8.082051: N (12.0) | | | | | | SHA > 8.138564: P (70.0/19.0) | | | | | SHA > 17.680632: N (5.0) | | | | year > 63.016021 | | | | | CLA <= 5.491224 | | | | | | ROS <= 4.955848: P (13.0) | | | | | | ROS > 4.955848 | | | | | | | BIR <= 3.892202 | | | | | | | | MUL <= 12.73781: N (11.0) | | | | | | | | MUL > 12.73781: P (2.0) | | | | | | | BIR > 3.892202 | | | | | | | | MUL <= 16.124251 | | | | | | | | | CLA <= 3.092734: P (29.0/4.0) | | | | | | | | | CLA > 3.092734 | | | | | | | | | | BIR <= 9.303719: N (26.0/9.0) | | | | | | | | | | BIR > 9.303719 | | | | | | | | | | | day <= 11.038483: N (2.0) | | | | | | | | | | | day > 11.038483: P (10.0) | | | | | | | | MUL > 16.124251: N (5.0) | | | | | CLA > 5.491224 | | | | | | month <= 8.930479 | | | | | | | month <= 2.4089 | | | | | | | | KIL <= 3.89623 | | | | | | | | | RPT <= 9.57014: N (3.0) | | | | | | | | | RPT > 9.57014: P (10.0/1.0) | | | | | | | | KIL > 3.89623 | | | | | | | | | ROS <= 12.322073: N (37.0) | | | | | | | | | ROS > 12.322073 | | | | | | | | | | CLA <= 10.399501 | | | | | | | | | | | KIL <= 6.044663: P (3.0) | | | | | | | | | | | KIL > 6.044663 | | | | | | | | | | | | year <= 73.497712 | | | | | | | | | | | | | day <= 4.425986: N (3.0) | | | | | | | | | | | | | day > 4.425986 | | | | | | | | | | | | | | ROS <= 17.29: P (7.0/1.0) | | | | | | | | | | | | | | ROS > 17.29: N (2.0) | | | | | | | | | | | | year > 73.497712: N (6.0) | | | | | | | | | | CLA > 10.399501: N (20.0/1.0) | | | | | | | month > 2.4089: N (375.0/154.0) | | | | | | month > 8.930479 | | | | | | | DUB <= 8.832873 | | | | | | | | month <= 10.005575 | | | | | | | | | RPT <= 16.970352: N (17.0/2.0) | | | | | | | | | RPT > 16.970352: P (2.0) | | | | | | | | month > 10.005575 | | | | | | | | | year <= 75.534632 | | | | | | | | | | CLO <= 8.953461 | | | | | | | | | | | MUL <= 11.423001: N (4.0) | | | | | | | | | | | MUL > 11.423001: P (3.0) | | | | | | | | | | CLO > 8.953461: P (11.0) | | | | | | | | | year > 75.534632: N (3.0) | | | | | | | DUB > 8.832873 | | | | | | | | day <= 8.458753: N (51.0) | | | | | | | | day > 8.458753 | | | | | | | | | year <= 68.381686 | | | | | | | | | | month <= 12.403939 | | | | | | | | | | | day <= 26.545087 | | | | | | | | | | | | RPT <= 15.346952 | | | | | | | | | | | | | MUL <= 8.806583 | | | | | | | | | | | | | | CLA <= 8.92: N (6.0/1.0) | | | | | | | | | | | | | | CLA > 8.92: P (2.0) | | | | | | | | | | | | | MUL > 8.806583: N (10.0) | | | | | | | | | | | | RPT > 15.346952 | | | | | | | | | | | | | KIL <= 8.767633: P (7.0) | | | | | | | | | | | | | KIL > 8.767633: N (5.0/1.0) | | | | | | | | | | | day > 26.545087: N (12.0) | | | | | | | | | | month > 12.403939: P (3.0) | | | | | | | | | year > 68.381686 | | | | | | | | | | CLA <= 10.600312 | | | | | | | | | | | SHA <= 14.309117: N (64.0) | | | | | | | | | | | SHA > 14.309117 | | | | | | | | | | | | month <= 11.495456: N (3.0) | | | | | | | | | | | | month > 11.495456: P (2.0) | | | | | | | | | | CLA > 10.600312 | | | | | | | | | | | day <= 12.576827 | | | | | | | | | | | | RPT <= 19.471644: P (5.0) | | | | | | | | | | | | RPT > 19.471644: N (4.0/1.0) | | | | | | | | | | | day > 12.576827 | | | | | | | | | | | | SHA <= 11.808758 | | | | | | | | | | | | | MUL <= 10.119601: N (6.0) | | | | | | | | | | | | | MUL > 10.119601 | | | | | | | | | | | | | | BEL <= 16.058394: N (3.0) | | | | | | | | | | | | | | BEL > 16.058394 | | | | | | | | | | | | | | | BEL <= 17.025375: P (4.0) | | | | | | | | | | | | | | | BEL > 17.025375 | | | | | | | | | | | | | | | | year <= 75.08456: N (2.0) | | | | | | | | | | | | | | | | year > 75.08456: P (2.0) | | | | | | | | | | | | SHA > 11.808758: N (21.0) | CLO > 10.429607 | | DUB <= 11.456481 | | | BEL <= 17.605703 | | | | BIR <= 0.880252: P (33.0/7.0) | | | | BIR > 0.880252: N (809.0/380.0) | | | BEL > 17.605703 | | | | DUB <= 8.81874 | | | | | DUB <= 2.489955 | | | | | | VAL <= 4.323649: N (3.0/1.0) | | | | | | VAL > 4.323649: P (14.0) | | | | | DUB > 2.489955: N (139.0/53.0) | | | | DUB > 8.81874 | | | | | VAL <= 10.415406 | | | | | | year <= 63.640766: P (5.0) | | | | | | year > 63.640766 | | | | | | | BIR <= 11.427754 | | | | | | | | MUL <= 12.716497: N (15.0/1.0) | | | | | | | | MUL > 12.716497: P (4.0/1.0) | | | | | | | BIR > 11.427754: P (3.0) | | | | | VAL > 10.415406 | | | | | | month <= 8.545986 | | | | | | | month <= 6.147149: N (77.0/7.0) | | | | | | | month > 6.147149 | | | | | | | | BIR <= 9.146155: P (11.0/3.0) | | | | | | | | BIR > 9.146155 | | | | | | | | | CLA <= 14.676133: N (11.0) | | | | | | | | | CLA > 14.676133: P (3.0/1.0) | | | | | | month > 8.545986: N (50.0) | | DUB > 11.456481 | | | CLA <= 8.44567: N (261.0/113.0) | | | CLA > 8.44567 | | | | KIL <= 4.936186: N (95.0/43.0) | | | | KIL > 4.936186 | | | | | BIR <= 5.93268 | | | | | | KIL <= 8.601751 | | | | | | | CLO <= 10.825311: N (4.0) | | | | | | | CLO > 10.825311 | | | | | | | | MUL <= 9.964144 | | | | | | | | | SHA <= 8.925024: N (6.0/1.0) | | | | | | | | | SHA > 8.925024: P (3.0) | | | | | | | | MUL > 9.964144: P (21.0/1.0) | | | | | | KIL > 8.601751 | | | | | | | day <= 20.91797: N (22.0/2.0) | | | | | | | day > 20.91797 | | | | | | | | SHA <= 8.264231: N (2.0) | | | | | | | | SHA > 8.264231: P (4.0) | | | | | BIR > 5.93268 | | | | | | BEL <= 18.519026 | | | | | | | year <= 65.003591 | | | | | | | | CLO <= 12.643918 | | | | | | | | | month <= 7.994032 | | | | | | | | | | SHA <= 9.6725: N (7.0) | | | | | | | | | | SHA > 9.6725 | | | | | | | | | | | month <= 4.499934 | | | | | | | | | | | | CLO <= 11.808642 | | | | | | | | | | | | | MUL <= 12.934696 | | | | | | | | | | | | | | MUL <= 10.340781 | | | | | | | | | | | | | | | BEL <= 13.813021: P (5.0) | | | | | | | | | | | | | | | BEL > 13.813021 | | | | | | | | | | | | | | | | VAL <= 15.510516: N (3.0) | | | | | | | | | | | | | | | | VAL > 15.510516: P (2.0) | | | | | | | | | | | | | | MUL > 10.340781: N (6.0) | | | | | | | | | | | | | MUL > 12.934696: P (5.0) | | | | | | | | | | | | CLO > 11.808642 | | | | | | | | | | | | | year <= 61.495109: P (3.0/1.0) | | | | | | | | | | | | | year > 61.495109: N (18.0/1.0) | | | | | | | | | | | month > 4.499934 | | | | | | | | | | | | KIL <= 9.688199 | | | | | | | | | | | | | SHA <= 11.04: P (4.0) | | | | | | | | | | | | | SHA > 11.04 | | | | | | | | | | | | | | CLA <= 11.76763 | | | | | | | | | | | | | | | year <= 61.495109: N (3.0) | | | | | | | | | | | | | | | year > 61.495109 | | | | | | | | | | | | | | | | BEL <= 15.686646: P (5.0) | | | | | | | | | | | | | | | | BEL > 15.686646 | | | | | | | | | | | | | | | | | BEL <= 17.176969: N (4.0) | | | | | | | | | | | | | | | | | BEL > 17.176969: P (2.0) | | | | | | | | | | | | | | CLA > 11.76763: N (6.0) | | | | | | | | | | | | KIL > 9.688199: P (9.0) | | | | | | | | | month > 7.994032 | | | | | | | | | | year <= 61.495109 | | | | | | | | | | | KIL <= 8.269794: N (3.0) | | | | | | | | | | | KIL > 8.269794: P (5.0/1.0) | | | | | | | | | | year > 61.495109: N (43.0/7.0) | | | | | | | | CLO > 12.643918 | | | | | | | | | BIR <= 11.80867 | | | | | | | | | | SHA <= 10.312741 | | | | | | | | | | | day <= 16: P (4.0/1.0) | | | | | | | | | | | day > 16: N (3.0) | | | | | | | | | | SHA > 10.312741: N (86.0/3.0) | | | | | | | | | BIR > 11.80867 | | | | | | | | | | BEL <= 15.71 | | | | | | | | | | | KIL <= 12.263353 | | | | | | | | | | | | CLO <= 13.439502: N (5.0) | | | | | | | | | | | | CLO > 13.439502 | | | | | | | | | | | | | year <= 64.557903 | | | | | | | | | | | | | | year <= 62: P (2.0) | | | | | | | | | | | | | | year > 62 | | | | | | | | | | | | | | | CLA <= 11.872191: P (3.0/1.0) | | | | | | | | | | | | | | | CLA > 11.872191: N (5.0) | | | | | | | | | | | | | year > 64.557903: P (3.0) | | | | | | | | | | | KIL > 12.263353: P (6.0) | | | | | | | | | | BEL > 15.71 | | | | | | | | | | | BEL <= 18.358908: N (38.0/3.0) | | | | | | | | | | | BEL > 18.358908: P (4.0/1.0) | | | | | | | year > 65.003591 | | | | | | | | year <= 72.815982 | | | | | | | | | SHA <= 9.188401 | | | | | | | | | | year <= 69.504995: N (7.0) | | | | | | | | | | year > 69.504995 | | | | | | | | | | | BEL <= 10.767334: N (4.0/1.0) | | | | | | | | | | | BEL > 10.767334: P (5.0) | | | | | | | | | SHA > 9.188401: N (254.0/25.0) | | | | | | | | year > 72.815982 | | | | | | | | | CLO <= 10.618692 | | | | | | | | | | CLO <= 10.507671: N (6.0) | | | | | | | | | | CLO > 10.507671: P (5.0/1.0) | | | | | | | | | CLO > 10.618692: N (207.0/5.0) | | | | | | BEL > 18.519026 | | | | | | | SHA <= 10.895909 | | | | | | | | BEL <= 20.528081: N (15.0) | | | | | | | | BEL > 20.528081 | | | | | | | | | RPT <= 12.906565: P (6.0) | | | | | | | | | RPT > 12.906565 | | | | | | | | | | ROS <= 11.851215: P (2.0) | | | | | | | | | | ROS > 11.851215: N (7.0) | | | | | | | SHA > 10.895909: N (873.0/18.0) Number of Leaves : 224 Size of the tree : 447 J48 pruned tree ------------------ CLO <= 8.347923 | MUL <= 7.312355 | | SHA <= 11.212256 | | | KIL <= 6.676076 | | | | RPT <= 13.718726 | | | | | DUB <= 7.121253 | | | | | | CLA <= 7.975587 | | | | | | | BEL <= 10.267348 | | | | | | | | CLO <= 5.349214: P (1085.0/18.0) | | | | | | | | CLO > 5.349214 | | | | | | | | | month <= 10.45211 | | | | | | | | | | year <= 65.49518: P (89.0/1.0) | | | | | | | | | | year > 65.49518 | | | | | | | | | | | KIL <= 2.852067 | | | | | | | | | | | | CLO <= 6.267348: P (13.0/1.0) | | | | | | | | | | | | CLO > 6.267348 | | | | | | | | | | | | | CLA <= 4.643863: N (6.0) | | | | | | | | | | | | | CLA > 4.643863: P (5.0/1.0) | | | | | | | | | | | KIL > 2.852067 | | | | | | | | | | | | MUL <= 4.015219 | | | | | | | | | | | | | CLO <= 5.917849: P (6.0) | | | | | | | | | | | | | CLO > 5.917849: N (4.0/1.0) | | | | | | | | | | | | MUL > 4.015219: P (87.0/1.0) | | | | | | | | | month > 10.45211 | | | | | | | | | | month <= 11.492919 | | | | | | | | | | | year <= 65.49518: P (3.0) | | | | | | | | | | | year > 65.49518: N (10.0/1.0) | | | | | | | | | | month > 11.492919 | | | | | | | | | | | CLO <= 6.31085: P (9.0) | | | | | | | | | | | CLO > 6.31085 | | | | | | | | | | | | year <= 67.496939: P (2.0) | | | | | | | | | | | | year > 67.496939: N (2.0) | | | | | | | BEL > 10.267348 | | | | | | | | month <= 10.498968 | | | | | | | | | month <= 4.498673 | | | | | | | | | | month <= 2.114724: P (36.0/4.0) | | | | | | | | | | month > 2.114724 | | | | | | | | | | | year <= 68.499571: P (16.0/2.0) | | | | | | | | | | | year > 68.499571 | | | | | | | | | | | | DUB <= 4.47803: N (5.0) | | | | | | | | | | | | DUB > 4.47803 | | | | | | | | | | | | | VAL <= 4.893928 | | | | | | | | | | | | | | day <= 13.49945: P (2.0) | | | | | | | | | | | | | | day > 13.49945: N (3.0) | | | | | | | | | | | | | VAL > 4.893928: P (7.0) | | | | | | | | | month > 4.498673 | | | | | | | | | | CLO <= 4.603262: P (109.0/2.0) | | | | | | | | | | CLO > 4.603262 | | | | | | | | | | | VAL <= 4.164544 | | | | | | | | | | | | year <= 66.496158: P (4.0) | | | | | | | | | | | | year > 66.496158 | | | | | | | | | | | | | DUB <= 3.212376: P (3.0/1.0) | | | | | | | | | | | | | DUB > 3.212376: N (6.0) | | | | | | | | | | | VAL > 4.164544: P (144.0/14.0) | | | | | | | | month > 10.498968 | | | | | | | | | MUL <= 3.729591: P (9.0) | | | | | | | | | MUL > 3.729591 | | | | | | | | | | MUL <= 4.441057: N (7.0) | | | | | | | | | | MUL > 4.441057 | | | | | | | | | | | KIL <= 1.729276: N (3.0) | | | | | | | | | | | KIL > 1.729276 | | | | | | | | | | | | month <= 11.492919 | | | | | | | | | | | | | RPT <= 12.084313 | | | | | | | | | | | | | | ROS <= 8.564806: P (2.0) | | | | | | | | | | | | | | ROS > 8.564806: N (4.0) | | | | | | | | | | | | | RPT > 12.084313: P (3.0) | | | | | | | | | | | | month > 11.492919: P (6.0) | | | | | | CLA > 7.975587 | | | | | | | month <= 9.453185 | | | | | | | | month <= 3.686411 | | | | | | | | | SHA <= 7.54842: N (5.0) | | | | | | | | | SHA > 7.54842 | | | | | | | | | | VAL <= 15.042874: P (4.0) | | | | | | | | | | VAL > 15.042874: N (3.0/1.0) | | | | | | | | month > 3.686411 | | | | | | | | | year <= 64.507905: P (29.0) | | | | | | | | | year > 64.507905 | | | | | | | | | | SHA <= 3.520823: N (3.0) | | | | | | | | | | SHA > 3.520823 | | | | | | | | | | | month <= 7.499698: P (42.0/4.0) | | | | | | | | | | | month > 7.499698 | | | | | | | | | | | | BIR <= 5.46: P (8.0/1.0) | | | | | | | | | | | | BIR > 5.46: N (4.0) | | | | | | | month > 9.453185 | | | | | | | | ROS <= 11.920342 | | | | | | | | | KIL <= 2.5: N (6.0) | | | | | | | | | KIL > 2.5 | | | | | | | | | | KIL <= 3.268489: P (3.0) | | | | | | | | | | KIL > 3.268489: N (5.0) | | | | | | | | ROS > 11.920342: P (3.0) | | | | | DUB > 7.121253 | | | | | | year <= 65.889973 | | | | | | | BEL <= 14.62 | | | | | | | | DUB <= 10.978088: P (163.0/6.0) | | | | | | | | DUB > 10.978088 | | | | | | | | | year <= 65.19947 | | | | | | | | | | MUL <= 6.382377: N (9.0/1.0) | | | | | | | | | | MUL > 6.382377: P (5.0/1.0) | | | | | | | | | year > 65.19947: P (4.0) | | | | | | | BEL > 14.62 | | | | | | | | CLA <= 7.8738: N (8.0/1.0) | | | | | | | | CLA > 7.8738: P (2.0) | | | | | | year > 65.889973 | | | | | | | BEL <= 9.013018 | | | | | | | | CLA <= 10.745267 | | | | | | | | | CLO <= 4.055789: P (52.0/1.0) | | | | | | | | | CLO > 4.055789 | | | | | | | | | | month <= 9.198938 | | | | | | | | | | | month <= 1.497727 | | | | | | | | | | | | ROS <= 10.559929 | | | | | | | | | | | | | RPT <= 3.94907: P (2.0) | | | | | | | | | | | | | RPT > 3.94907: N (5.0) | | | | | | | | | | | | ROS > 10.559929: P (4.0) | | | | | | | | | | | month > 1.497727 | | | | | | | | | | | | RPT <= 3.140578 | | | | | | | | | | | | | CLO <= 4.559105: P (2.0) | | | | | | | | | | | | | CLO > 4.559105: N (3.0) | | | | | | | | | | | | RPT > 3.140578: P (90.0/5.0) | | | | | | | | | | month > 9.198938 | | | | | | | | | | | CLO <= 6.542276 | | | | | | | | | | | | month <= 9.861004: N (2.0) | | | | | | | | | | | | month > 9.861004 | | | | | | | | | | | | | month <= 11.492919 | | | | | | | | | | | | | | KIL <= 1.29: N (4.0/1.0) | | | | | | | | | | | | | | KIL > 1.29: P (16.0/1.0) | | | | | | | | | | | | | month > 11.492919 | | | | | | | | | | | | | | DUB <= 8.564855: N (7.0/1.0) | | | | | | | | | | | | | | DUB > 8.564855: P (8.0/1.0) | | | | | | | | | | | CLO > 6.542276: N (5.0) | | | | | | | | CLA > 10.745267 | | | | | | | | | year <= 75.159933 | | | | | | | | | | CLO <= 2.415643: P (2.0) | | | | | | | | | | CLO > 2.415643: N (7.0) | | | | | | | | | year > 75.159933: P (2.0) | | | | | | | BEL > 9.013018 | | | | | | | | month <= 8.050959 | | | | | | | | | month <= 4.748066 | | | | | | | | | | RPT <= 4.276485: N (8.0) | | | | | | | | | | RPT > 4.276485 | | | | | | | | | | | VAL <= 3.985707: N (6.0) | | | | | | | | | | | VAL > 3.985707: P (57.0/20.0) | | | | | | | | | month > 4.748066 | | | | | | | | | | DUB <= 10.305073 | | | | | | | | | | | SHA <= 9.887978: P (51.0/1.0) | | | | | | | | | | | SHA > 9.887978 | | | | | | | | | | | | year <= 67.648708: N (2.0) | | | | | | | | | | | | year > 67.648708: P (2.0) | | | | | | | | | | DUB > 10.305073 | | | | | | | | | | | BIR <= 5.252931: P (5.0) | | | | | | | | | | | BIR > 5.252931 | | | | | | | | | | | | SHA <= 10.680388: N (8.0/1.0) | | | | | | | | | | | | SHA > 10.680388: P (2.0) | | | | | | | | month > 8.050959 | | | | | | | | | BIR <= 5.976567 | | | | | | | | | | BEL <= 17.403984: N (70.0/23.0) | | | | | | | | | | BEL > 17.403984: P (4.0) | | | | | | | | | BIR > 5.976567 | | | | | | | | | | VAL <= 3.885573: N (4.0) | | | | | | | | | | VAL > 3.885573 | | | | | | | | | | | DUB <= 8.147806: N (4.0/1.0) | | | | | | | | | | | DUB > 8.147806: P (21.0/1.0) | | | | RPT > 13.718726 | | | | | CLA <= 8.890245 | | | | | | BEL <= 12.906798 | | | | | | | KIL <= 3.42 | | | | | | | | SHA <= 7.967576: P (15.0/6.0) | | | | | | | | SHA > 7.967576 | | | | | | | | | KIL <= 2.307668: P (6.0/1.0) | | | | | | | | | KIL > 2.307668: N (7.0/1.0) | | | | | | | KIL > 3.42: P (69.0/9.0) | | | | | | BEL > 12.906798 | | | | | | | MUL <= 4.432228: N (15.0/3.0) | | | | | | | MUL > 4.432228 | | | | | | | | RPT <= 16.119313: N (9.0/3.0) | | | | | | | | RPT > 16.119313: P (17.0/4.0) | | | | | CLA > 8.890245 | | | | | | DUB <= 14.548763: N (67.0/22.0) | | | | | | DUB > 14.548763 | | | | | | | ROS <= 11.724376: P (9.0) | | | | | | | ROS > 11.724376 | | | | | | | | ROS <= 14.014059: N (2.0) | | | | | | | | ROS > 14.014059: P (2.0) | | | KIL > 6.676076 | | | | ROS <= 20.481938 | | | | | VAL <= 15.739198 | | | | | | year <= 67.006921: P (110.0/36.0) | | | | | | year > 67.006921: N (193.0/90.0) | | | | | VAL > 15.739198 | | | | | | RPT <= 16.300851: N (31.0/1.0) | | | | | | RPT > 16.300851 | | | | | | | RPT <= 17.552666: P (4.0) | | | | | | | RPT > 17.552666 | | | | | | | | MUL <= 5.584893: N (5.0) | | | | | | | | MUL > 5.584893: P (4.0/1.0) | | | | ROS > 20.481938 | | | | | SHA <= 6.130134: N (2.0) | | | | | SHA > 6.130134: P (27.0/1.0) | | SHA > 11.212256 | | | MUL <= 3.913321 | | | | KIL <= 4.431227 | | | | | DUB <= 10.92982 | | | | | | RPT <= 11.222455 | | | | | | | CLO <= 6.573415: P (6.0) | | | | | | | CLO > 6.573415: N (3.0/1.0) | | | | | | RPT > 11.222455 | | | | | | | KIL <= 2.927826 | | | | | | | | year <= 69.601212 | | | | | | | | | KIL <= 0.773296: P (3.0/1.0) | | | | | | | | | KIL > 0.773296: N (6.0) | | | | | | | | year > 69.601212: P (3.0) | | | | | | | KIL > 2.927826: N (11.0) | | | | | DUB > 10.92982: N (29.0/1.0) | | | | KIL > 4.431227 | | | | | KIL <= 4.617778: P (7.0) | | | | | KIL > 4.617778 | | | | | | BEL <= 20.33: N (118.0/46.0) | | | | | | BEL > 20.33 | | | | | | | KIL <= 7.642179 | | | | | | | | RPT <= 8.870269: P (2.0) | | | | | | | | RPT > 8.870269: N (2.0) | | | | | | | KIL > 7.642179: P (9.0) | | | MUL > 3.913321: P (438.0/187.0) | MUL > 7.312355 | | BEL <= 3.182618 | | | MUL <= 9.528813 | | | | ROS <= 15.125178: N (23.0) | | | | ROS > 15.125178 | | | | | year <= 69.714457: P (3.0) | | | | | year > 69.714457: N (3.0) | | | MUL > 9.528813: P (46.0/15.0) | | BEL > 3.182618 | | | BEL <= 10.469763 | | | | KIL <= 7.736424 | | | | | DUB <= 3.700487 | | | | | | day <= 12.091952: P (11.0/4.0) | | | | | | day > 12.091952 | | | | | | | VAL <= 8.529574 | | | | | | | | month <= 5.613027: N (3.0/1.0) | | | | | | | | month > 5.613027: P (5.0/1.0) | | | | | | | VAL > 8.529574: N (16.0/1.0) | | | | | DUB > 3.700487 | | | | | | DUB <= 10.71 | | | | | | | KIL <= 2.975786 | | | | | | | | VAL <= 12.481623: P (41.0/12.0) | | | | | | | | VAL > 12.481623: N (14.0/4.0) | | | | | | | KIL > 2.975786: P (313.0/71.0) | | | | | | DUB > 10.71 | | | | | | | CLO <= 8.196978 | | | | | | | | month <= 5.244133 | | | | | | | | | MUL <= 8.155071: P (15.0) | | | | | | | | | MUL > 8.155071 | | | | | | | | | | year <= 71.59459 | | | | | | | | | | | KIL <= 4.321636: P (10.0/3.0) | | | | | | | | | | | KIL > 4.321636: N (26.0/10.0) | | | | | | | | | | year > 71.59459: P (22.0/7.0) | | | | | | | | month > 5.244133 | | | | | | | | | month <= 5.943542: N (11.0/2.0) | | | | | | | | | month > 5.943542 | | | | | | | | | | RPT <= 15.83224: N (71.0/30.0) | | | | | | | | | | RPT > 15.83224: P (28.0/12.0) | | | | | | | CLO > 8.196978: N (9.0/1.0) | | | | KIL > 7.736424 | | | | | CLA <= 14 | | | | | | CLO <= 7.598597 | | | | | | | SHA <= 7.036528 | | | | | | | | VAL <= 14.472867: N (27.0/7.0) | | | | | | | | VAL > 14.472867 | | | | | | | | | ROS <= 14.680327: N (5.0/1.0) | | | | | | | | | ROS > 14.680327: P (4.0) | | | | | | | SHA > 7.036528 | | | | | | | | RPT <= 9.484356: P (37.0/12.0) | | | | | | | | RPT > 9.484356 | | | | | | | | | day <= 19.486807 | | | | | | | | | | CLO <= 4.387565: N (25.0/10.0) | | | | | | | | | | CLO > 4.387565: P (41.0/13.0) | | | | | | | | | day > 19.486807: N (30.0/12.0) | | | | | | CLO > 7.598597: N (28.0/9.0) | | | | | CLA > 14: P (18.0/4.0) | | | BEL > 10.469763 | | | | BIR <= 6.139956 | | | | | ROS <= 7.28725 | | | | | | day <= 14.575135: N (75.0/18.0) | | | | | | day > 14.575135 | | | | | | | BEL <= 20.232498: N (72.0/30.0) | | | | | | | BEL > 20.232498: P (11.0/2.0) | | | | | ROS > 7.28725 | | | | | | DUB <= 9.340187: P (278.0/121.0) | | | | | | DUB > 9.340187: N (250.0/112.0) | | | | BIR > 6.139956: P (1075.0/474.0) CLO > 8.347923 | MUL <= 10.532733 | | MUL <= 8.173007 | | | year <= 64.085008 | | | | CLA <= 13.229924 | | | | | CLO <= 10.011714 | | | | | | MUL <= 5.909463 | | | | | | | DUB <= 16.232605 | | | | | | | | MUL <= 5.753233 | | | | | | | | | CLA <= 1.848015: N (4.0) | | | | | | | | | CLA > 1.848015 | | | | | | | | | | VAL <= 5.885652: P (10.0) | | | | | | | | | | VAL > 5.885652 | | | | | | | | | | | month <= 1.497727: N (3.0) | | | | | | | | | | | month > 1.497727 | | | | | | | | | | | | RPT <= 5.72172: N (3.0) | | | | | | | | | | | | RPT > 5.72172 | | | | | | | | | | | | | day <= 27 | | | | | | | | | | | | | | CLO <= 8.694467 | | | | | | | | | | | | | | | month <= 7: P (5.0) | | | | | | | | | | | | | | | month > 7: N (5.0/1.0) | | | | | | | | | | | | | | CLO > 8.694467: P (16.0) | | | | | | | | | | | | | day > 27: N (2.0) | | | | | | | | MUL > 5.753233: N (4.0) | | | | | | | DUB > 16.232605: N (5.0) | | | | | | MUL > 5.909463 | | | | | | | day <= 23.906421: P (89.0/10.0) | | | | | | | day > 23.906421 | | | | | | | | month <= 9.499433 | | | | | | | | | month <= 2.021182: N (2.0) | | | | | | | | | month > 2.021182 | | | | | | | | | | RPT <= 7.637479: N (4.0/1.0) | | | | | | | | | | RPT > 7.637479: P (16.0) | | | | | | | | month > 9.499433: N (6.0) | | | | | CLO > 10.011714: P (232.0/104.0) | | | | CLA > 13.229924 | | | | | BIR <= 11.062873 | | | | | | KIL <= 2.683579 | | | | | | | BIR <= 4.623286: P (3.0) | | | | | | | BIR > 4.623286: N (4.0) | | | | | | KIL > 2.683579: N (16.0) | | | | | BIR > 11.062873: P (3.0) | | | year > 64.085008 | | | | BIR <= 12.560964: N (1654.0/791.0) | | | | BIR > 12.560964 | | | | | day <= 23.82413 | | | | | | RPT <= 11.17 | | | | | | | KIL <= 9.287608: N (26.0/8.0) | | | | | | | KIL > 9.287608: P (4.0) | | | | | | RPT > 11.17 | | | | | | | BIR <= 15.947242 | | | | | | | | CLO <= 9.514716: P (8.0) | | | | | | | | CLO > 9.514716 | | | | | | | | | BEL <= 19.683055 | | | | | | | | | | BEL <= 13.361835 | | | | | | | | | | | SHA <= 13.627107: P (12.0/1.0) | | | | | | | | | | | SHA > 13.627107: N (2.0) | | | | | | | | | | BEL > 13.361835 | | | | | | | | | | | month <= 4.419414 | | | | | | | | | | | | ROS <= 17.286818 | | | | | | | | | | | | | CLO <= 10.462745: N (2.0) | | | | | | | | | | | | | CLO > 10.462745: P (4.0) | | | | | | | | | | | | ROS > 17.286818: N (3.0) | | | | | | | | | | | month > 4.419414: N (7.0) | | | | | | | | | BEL > 19.683055: P (6.0) | | | | | | | BIR > 15.947242: P (11.0) | | | | | day > 23.82413: P (20.0/1.0) | | MUL > 8.173007 | | | BEL <= 14.167993 | | | | year <= 61.046612 | | | | | SHA <= 8.945016 | | | | | | SHA <= 7.601417 | | | | | | | SHA <= 4.664468: N (4.0/1.0) | | | | | | | SHA > 4.664468: P (5.0) | | | | | | SHA > 7.601417: N (6.0) | | | | | SHA > 8.945016 | | | | | | DUB <= 8.272737 | | | | | | | RPT <= 15.563203: N (5.0) | | | | | | | RPT > 15.563203: P (5.0) | | | | | | DUB > 8.272737 | | | | | | | VAL <= 6.46 | | | | | | | | SHA <= 13.043543: N (2.0) | | | | | | | | SHA > 13.043543: P (3.0) | | | | | | | VAL > 6.46: P (32.0) | | | | year > 61.046612: N (779.0/380.0) | | | BEL > 14.167993 | | | | CLO <= 16.104439 | | | | | SHA <= 8.444807 | | | | | | CLO <= 10.967449 | | | | | | | year <= 76.167092 | | | | | | | | MUL <= 9.857018 | | | | | | | | | DUB <= 15.772083 | | | | | | | | | | MUL <= 8.774805: N (13.0) | | | | | | | | | | MUL > 8.774805 | | | | | | | | | | | RPT <= 16.487559 | | | | | | | | | | | | CLA <= 9.652056 | | | | | | | | | | | | | CLA <= 5.922739: N (4.0) | | | | | | | | | | | | | CLA > 5.922739 | | | | | | | | | | | | | | day <= 12.373551: N (3.0/1.0) | | | | | | | | | | | | | | day > 12.373551: P (4.0) | | | | | | | | | | | | CLA > 9.652056: N (9.0) | | | | | | | | | | | RPT > 16.487559: P (4.0) | | | | | | | | | DUB > 15.772083: P (4.0) | | | | | | | | MUL > 9.857018 | | | | | | | | | day <= 16.089162: P (8.0) | | | | | | | | | day > 16.089162 | | | | | | | | | | ROS <= 11.604938: N (4.0/1.0) | | | | | | | | | | ROS > 11.604938: P (3.0) | | | | | | | year > 76.167092: N (12.0) | | | | | | CLO > 10.967449: P (58.0/20.0) | | | | | SHA > 8.444807 | | | | | | month <= 8.744237 | | | | | | | month <= 2.006092 | | | | | | | | year <= 61.492418 | | | | | | | | | DUB <= 11.604471: P (4.0) | | | | | | | | | DUB > 11.604471: N (5.0/1.0) | | | | | | | | year > 61.492418 | | | | | | | | | MUL <= 8.604943 | | | | | | | | | | day <= 10.498633: N (4.0) | | | | | | | | | | day > 10.498633: P (6.0/1.0) | | | | | | | | | MUL > 8.604943 | | | | | | | | | | month <= 0.203252 | | | | | | | | | | | month <= -1.013481: N (2.0) | | | | | | | | | | | month > -1.013481: P (2.0) | | | | | | | | | | month > 0.203252: N (64.0/3.0) | | | | | | | month > 2.006092: N (336.0/129.0) | | | | | | month > 8.744237 | | | | | | | VAL <= 6.603985 | | | | | | | | month <= 10.001642: N (3.0) | | | | | | | | month > 10.001642: P (8.0/1.0) | | | | | | | VAL > 6.603985 | | | | | | | | day <= 27.483451 | | | | | | | | | BEL <= 16.742913 | | | | | | | | | | BEL <= 14.803274: N (20.0/1.0) | | | | | | | | | | BEL > 14.803274 | | | | | | | | | | | year <= 70.606232 | | | | | | | | | | | | VAL <= 16.571904 | | | | | | | | | | | | | month <= 9.499433 | | | | | | | | | | | | | | RPT <= 17.310035: N (6.0) | | | | | | | | | | | | | | RPT > 17.310035: P (2.0) | | | | | | | | | | | | | month > 9.499433 | | | | | | | | | | | | | | MUL <= 9.514112: P (13.0/1.0) | | | | | | | | | | | | | | MUL > 9.514112 | | | | | | | | | | | | | | | year <= 66.496158 | | | | | | | | | | | | | | | | RPT <= 18.18858: P (3.0) | | | | | | | | | | | | | | | | RPT > 18.18858: N (2.0) | | | | | | | | | | | | | | | year > 66.496158: N (3.0) | | | | | | | | | | | | VAL > 16.571904: N (6.0) | | | | | | | | | | | year > 70.606232 | | | | | | | | | | | | SHA <= 9.813447: P (3.0/1.0) | | | | | | | | | | | | SHA > 9.813447: N (12.0) | | | | | | | | | BEL > 16.742913 | | | | | | | | | | month <= 12.052944: N (99.0/7.0) | | | | | | | | | | month > 12.052944 | | | | | | | | | | | day <= 18.132586: P (3.0) | | | | | | | | | | | day > 18.132586: N (3.0) | | | | | | | | day > 27.483451: N (24.0) | | | | CLO > 16.104439 | | | | | KIL <= 3.659387: P (10.0) | | | | | KIL > 3.659387 | | | | | | day <= 7.655923: N (6.0) | | | | | | day > 7.655923 | | | | | | | ROS <= 9.837145: P (10.0) | | | | | | | ROS > 9.837145 | | | | | | | | ROS <= 16.148068 | | | | | | | | | ROS <= 12.753646 | | | | | | | | | | month <= 8.413318: P (4.0) | | | | | | | | | | month > 8.413318: N (4.0/1.0) | | | | | | | | | ROS > 12.753646: N (7.0) | | | | | | | | ROS > 16.148068: P (6.0) | MUL > 10.532733 | | BEL <= 14.193867 | | | DUB <= 11.056445: P (447.0/199.0) | | | DUB > 11.056445: N (510.0/187.0) | | BEL > 14.193867 | | | CLA <= 9.031267 | | | | DUB <= 9.104187 | | | | | DUB <= -0.325919: N (8.0) | | | | | DUB > -0.325919: P (104.0/42.0) | | | | DUB > 9.104187: N (165.0/58.0) | | | CLA > 9.031267 | | | | ROS <= 7.53183: P (47.0/19.0) | | | | ROS > 7.53183 | | | | | BIR <= 7.770115 | | | | | | ROS <= 12.188663: N (77.0/18.0) | | | | | | ROS > 12.188663 | | | | | | | BIR <= 4.21531 | | | | | | | | day <= 32.50207 | | | | | | | | | MUL <= 13.28732: P (14.0) | | | | | | | | | MUL > 13.28732 | | | | | | | | | | year <= 72.129539: N (4.0/1.0) | | | | | | | | | | year > 72.129539: P (2.0) | | | | | | | | day > 32.50207: N (2.0) | | | | | | | BIR > 4.21531 | | | | | | | | CLA <= 16.48516 | | | | | | | | | CLO <= 8.935842: P (4.0) | | | | | | | | | CLO > 8.935842 | | | | | | | | | | MUL <= 11.475464: N (14.0) | | | | | | | | | | MUL > 11.475464 | | | | | | | | | | | ROS <= 14.871796 | | | | | | | | | | | | BEL <= 19.024381: N (12.0) | | | | | | | | | | | | BEL > 19.024381 | | | | | | | | | | | | | year <= 70.760941: N (2.0) | | | | | | | | | | | | | year > 70.760941: P (4.0/1.0) | | | | | | | | | | | ROS > 14.871796 | | | | | | | | | | | | SHA <= 13.009892 | | | | | | | | | | | | | SHA <= 10.494072 | | | | | | | | | | | | | | KIL <= 7.785099: P (4.0) | | | | | | | | | | | | | | KIL > 7.785099: N (3.0/1.0) | | | | | | | | | | | | | SHA > 10.494072: N (4.0) | | | | | | | | | | | | SHA > 13.009892: P (4.0) | | | | | | | | CLA > 16.48516: P (6.0) | | | | | BIR > 7.770115 | | | | | | SHA <= 10.724588 | | | | | | | BIR <= 11.932068 | | | | | | | | month <= 7.772429 | | | | | | | | | month <= 2.337947: N (8.0) | | | | | | | | | month > 2.337947: P (23.0/10.0) | | | | | | | | month > 7.772429: N (22.0/1.0) | | | | | | | BIR > 11.932068 | | | | | | | | BEL <= 15.300077: N (2.0) | | | | | | | | BEL > 15.300077: P (8.0) | | | | | | SHA > 10.724588 | | | | | | | CLO <= 10.10329 | | | | | | | | day <= 7.041755: N (16.0) | | | | | | | | day > 7.041755 | | | | | | | | | BIR <= 10.601361: N (50.0/10.0) | | | | | | | | | BIR > 10.601361 | | | | | | | | | | month <= 8.94731 | | | | | | | | | | | year <= 69.497126: P (8.0) | | | | | | | | | | | year > 69.497126 | | | | | | | | | | | | year <= 71.751519: N (2.0) | | | | | | | | | | | | year > 71.751519: P (2.0) | | | | | | | | | | month > 8.94731 | | | | | | | | | | | BIR <= 11.059652: P (4.0/1.0) | | | | | | | | | | | BIR > 11.059652: N (8.0/1.0) | | | | | | | CLO > 10.10329 | | | | | | | | BEL <= 19.804739 | | | | | | | | | year <= 65.49518 | | | | | | | | | | VAL <= 16.397981 | | | | | | | | | | | BEL <= 18.519349 | | | | | | | | | | | | month <= 1.497727 | | | | | | | | | | | | | CLA <= 11.352461: P (4.0) | | | | | | | | | | | | | CLA > 11.352461: N (4.0) | | | | | | | | | | | | month > 1.497727: N (115.0/13.0) | | | | | | | | | | | BEL > 18.519349: N (44.0) | | | | | | | | | | VAL > 16.397981 | | | | | | | | | | | DUB <= 17.29 | | | | | | | | | | | | year <= 61.492418: P (3.0) | | | | | | | | | | | | year > 61.492418 | | | | | | | | | | | | | DUB <= 13.124719: N (6.0/1.0) | | | | | | | | | | | | | DUB > 13.124719 | | | | | | | | | | | | | | SHA <= 22.112751: P (14.0/2.0) | | | | | | | | | | | | | | SHA > 22.112751: N (2.0) | | | | | | | | | | | DUB > 17.29: N (19.0/1.0) | | | | | | | | | year > 65.49518 | | | | | | | | | | DUB <= 9.21 | | | | | | | | | | | VAL <= 16.274868 | | | | | | | | | | | | year <= 73.493381: P (6.0/1.0) | | | | | | | | | | | | year > 73.493381: N (6.0/1.0) | | | | | | | | | | | VAL > 16.274868: N (10.0) | | | | | | | | | | DUB > 9.21: N (455.0/18.0) | | | | | | | | BEL > 19.804739: N (704.0/9.0) Number of Leaves : 277 Size of the tree : 553 J48 pruned tree ------------------ CLO <= 8.400512 | BEL <= 10.75 | | DUB <= 9.515008 | | | BIR <= 7.40315 | | | | KIL <= 7.197919 | | | | | CLA <= 7.806137 | | | | | | month <= 10.014372 | | | | | | | MUL <= 8.055487 | | | | | | | | year <= 62.499105: P (150.0) | | | | | | | | year > 62.499105 | | | | | | | | | CLO <= 6.149726: P (1212.0/31.0) | | | | | | | | | CLO > 6.149726 | | | | | | | | | | month <= 1.860566 | | | | | | | | | | | year <= 67.165894: P (4.0) | | | | | | | | | | | year > 67.165894: N (7.0/1.0) | | | | | | | | | | month > 1.860566 | | | | | | | | | | | month <= 8.588116: P (166.0/17.0) | | | | | | | | | | | month > 8.588116 | | | | | | | | | | | | DUB <= 6: P (12.0) | | | | | | | | | | | | DUB > 6 | | | | | | | | | | | | | month <= 9.115356: N (4.0) | | | | | | | | | | | | | month > 9.115356 | | | | | | | | | | | | | | day <= 17: P (9.0/1.0) | | | | | | | | | | | | | | day > 17 | | | | | | | | | | | | | | | RPT <= 10.972691: N (5.0) | | | | | | | | | | | | | | | RPT > 10.972691: P (3.0) | | | | | | | MUL > 8.055487 | | | | | | | | CLA <= 4.017428 | | | | | | | | | day <= 15.546978: P (6.0/2.0) | | | | | | | | | day > 15.546978: N (7.0) | | | | | | | | CLA > 4.017428: P (64.0/13.0) | | | | | | month > 10.014372 | | | | | | | year <= 65.483413: P (82.0) | | | | | | | year > 65.483413 | | | | | | | | CLO <= 5.55123: P (145.0/15.0) | | | | | | | | CLO > 5.55123 | | | | | | | | | CLA <= 7.04 | | | | | | | | | | CLO <= 6.873563 | | | | | | | | | | | MUL <= 6.686464 | | | | | | | | | | | | BEL <= 9.016641 | | | | | | | | | | | | | MUL <= 4.055463: N (3.0/1.0) | | | | | | | | | | | | | MUL > 4.055463: P (8.0) | | | | | | | | | | | | BEL > 9.016641 | | | | | | | | | | | | | CLA <= 3.305406: P (3.0/1.0) | | | | | | | | | | | | | CLA > 3.305406: N (6.0) | | | | | | | | | | | MUL > 6.686464: N (7.0) | | | | | | | | | | CLO > 6.873563: N (12.0) | | | | | | | | | CLA > 7.04: P (4.0) | | | | | CLA > 7.806137 | | | | | | BEL <= 5.418465 | | | | | | | month <= 1.515328: P (3.0) | | | | | | | month > 1.515328 | | | | | | | | BIR <= 5.131598 | | | | | | | | | SHA <= 9.983286: P (3.0) | | | | | | | | | SHA > 9.983286: N (5.0) | | | | | | | | BIR > 5.131598: N (10.0) | | | | | | BEL > 5.418465: P (117.0/28.0) | | | | KIL > 7.197919 | | | | | BEL <= 10.286927 | | | | | | DUB <= 5.109911 | | | | | | | BEL <= 2.62: P (3.0) | | | | | | | BEL > 2.62: N (27.0/7.0) | | | | | | DUB > 5.109911: P (78.0/23.0) | | | | | BEL > 10.286927: N (8.0) | | | BIR > 7.40315 | | | | MUL <= 13.797039 | | | | | KIL <= 7.722581 | | | | | | DUB <= 7.945972 | | | | | | | ROS <= 4.21: N (11.0/1.0) | | | | | | | ROS > 4.21: P (128.0/48.0) | | | | | | DUB > 7.945972 | | | | | | | day <= 4.264482: N (5.0/1.0) | | | | | | | day > 4.264482: P (46.0/5.0) | | | | | KIL > 7.722581 | | | | | | CLA <= 13.115148: N (73.0/27.0) | | | | | | CLA > 13.115148: P (6.0) | | | | MUL > 13.797039 | | | | | day <= 23.12308: N (13.0) | | | | | day > 23.12308 | | | | | | year <= 67.383736: N (2.0) | | | | | | year > 67.383736: P (3.0) | | DUB > 9.515008 | | | DUB <= 10.58 | | | | BIR <= 10.186434 | | | | | VAL <= 11.974284: P (131.0/25.0) | | | | | VAL > 11.974284 | | | | | | VAL <= 12.467065: N (5.0) | | | | | | VAL > 12.467065 | | | | | | | MUL <= 4.769008 | | | | | | | | BEL <= 8.914183: N (7.0) | | | | | | | | BEL > 8.914183: P (2.0) | | | | | | | MUL > 4.769008 | | | | | | | | MUL <= 13.62: P (27.0/5.0) | | | | | | | | MUL > 13.62: N (4.0/1.0) | | | | BIR > 10.186434 | | | | | month <= 3.140379: P (3.0) | | | | | month > 3.140379 | | | | | | BIR <= 16.847297: N (17.0/1.0) | | | | | | BIR > 16.847297: P (2.0) | | | DUB > 10.58: P (605.0/290.0) | BEL > 10.75 | | DUB <= 8.115979 | | | BEL <= 14.963718 | | | | CLO <= 1.446035 | | | | | MUL <= 10.864826 | | | | | | VAL <= 8.36625 | | | | | | | DUB <= 1.54: N (3.0/1.0) | | | | | | | DUB > 1.54: P (7.0) | | | | | | VAL > 8.36625 | | | | | | | MUL <= 10.03404: N (15.0/1.0) | | | | | | | MUL > 10.03404: P (2.0) | | | | | MUL > 10.864826: N (9.0) | | | | CLO > 1.446035 | | | | | MUL <= 7.21512 | | | | | | KIL <= 7.79 | | | | | | | year <= 68.385243 | | | | | | | | ROS <= 6.104895: P (50.0) | | | | | | | | ROS > 6.104895 | | | | | | | | | KIL <= 1.646472 | | | | | | | | | | DUB <= 3.75: P (5.0) | | | | | | | | | | DUB > 3.75 | | | | | | | | | | | BEL <= 14.027755: N (8.0) | | | | | | | | | | | BEL > 14.027755: P (2.0) | | | | | | | | | KIL > 1.646472 | | | | | | | | | | ROS <= 15.342867: P (125.0/9.0) | | | | | | | | | | ROS > 15.342867 | | | | | | | | | | | month <= 5.775425: N (6.0/1.0) | | | | | | | | | | | month > 5.775425: P (8.0/1.0) | | | | | | | year > 68.385243 | | | | | | | | month <= 9.588888 | | | | | | | | | month <= 4.498173 | | | | | | | | | | CLO <= 7.229966: P (41.0/13.0) | | | | | | | | | | CLO > 7.229966: N (4.0) | | | | | | | | | month > 4.498173 | | | | | | | | | | month <= 7.001871: P (94.0/5.0) | | | | | | | | | | month > 7.001871 | | | | | | | | | | | CLA <= 2.416541: N (4.0) | | | | | | | | | | | CLA > 2.416541 | | | | | | | | | | | | DUB <= 4.026768: P (20.0) | | | | | | | | | | | | DUB > 4.026768 | | | | | | | | | | | | | month <= 7.691109: N (3.0) | | | | | | | | | | | | | month > 7.691109 | | | | | | | | | | | | | | KIL <= 4.574615 | | | | | | | | | | | | | | | year <= 69.497922: N (3.0) | | | | | | | | | | | | | | | year > 69.497922 | | | | | | | | | | | | | | | | VAL <= 12.907244 | | | | | | | | | | | | | | | | | DUB <= 5.683796: P (13.0) | | | | | | | | | | | | | | | | | DUB > 5.683796 | | | | | | | | | | | | | | | | | | ROS <= 7.33: N (5.0/1.0) | | | | | | | | | | | | | | | | | | ROS > 7.33: P (8.0/1.0) | | | | | | | | | | | | | | | | VAL > 12.907244: N (3.0) | | | | | | | | | | | | | | KIL > 4.574615: P (12.0) | | | | | | | | month > 9.588888 | | | | | | | | | DUB <= 7.366931 | | | | | | | | | | KIL <= 6.236427 | | | | | | | | | | | MUL <= 4.644591: P (12.0) | | | | | | | | | | | MUL > 4.644591 | | | | | | | | | | | | RPT <= 4.664909: N (4.0) | | | | | | | | | | | | RPT > 4.664909 | | | | | | | | | | | | | day <= 25.486044 | | | | | | | | | | | | | | year <= 73.373234 | | | | | | | | | | | | | | | DUB <= 4.12: N (3.0) | | | | | | | | | | | | | | | DUB > 4.12 | | | | | | | | | | | | | | | | BIR <= 4.58321: N (4.0/1.0) | | | | | | | | | | | | | | | | BIR > 4.58321: P (9.0) | | | | | | | | | | | | | | year > 73.373234: P (7.0) | | | | | | | | | | | | | day > 25.486044: N (6.0/1.0) | | | | | | | | | | KIL > 6.236427: N (4.0) | | | | | | | | | DUB > 7.366931: N (9.0/1.0) | | | | | | KIL > 7.79 | | | | | | | SHA <= 4.439896: N (7.0) | | | | | | | SHA > 4.439896 | | | | | | | | RPT <= 13.627423 | | | | | | | | | SHA <= 9.541346: N (5.0) | | | | | | | | | SHA > 9.541346 | | | | | | | | | | day <= 9.557517: N (2.0) | | | | | | | | | | day > 9.557517: P (5.0/1.0) | | | | | | | | RPT > 13.627423: P (6.0) | | | | | MUL > 7.21512: P (299.0/117.0) | | | BEL > 14.963718 | | | | RPT <= 8.093587 | | | | | CLA <= 4.70856 | | | | | | ROS <= 1.778293: P (2.0) | | | | | | ROS > 1.778293: N (17.0/2.0) | | | | | CLA > 4.70856 | | | | | | ROS <= 12.504946 | | | | | | | ROS <= 6.861286 | | | | | | | | CLA <= 7.064423: P (16.0/1.0) | | | | | | | | CLA > 7.064423 | | | | | | | | | SHA <= 10.645003 | | | | | | | | | | KIL <= 1.764452: N (4.0) | | | | | | | | | | KIL > 1.764452 | | | | | | | | | | | CLO <= 5.649828: N (7.0/1.0) | | | | | | | | | | | CLO > 5.649828 | | | | | | | | | | | | month <= 7.435638: P (12.0) | | | | | | | | | | | | month > 7.435638: N (3.0/1.0) | | | | | | | | | SHA > 10.645003: N (5.0) | | | | | | | ROS > 6.861286 | | | | | | | | month <= 6.194378: P (30.0) | | | | | | | | month > 6.194378 | | | | | | | | | month <= 6.669143: N (3.0) | | | | | | | | | month > 6.669143: P (30.0/5.0) | | | | | | ROS > 12.504946: N (41.0/19.0) | | | | RPT > 8.093587: N (400.0/182.0) | | DUB > 8.115979 | | | BIR <= 5.780825: N (638.0/275.0) | | | BIR > 5.780825 | | | | BEL <= 12.879541 | | | | | KIL <= 8.460774 | | | | | | month <= 10.51243 | | | | | | | RPT <= 21.12 | | | | | | | | ROS <= 8.133876 | | | | | | | | | CLO <= 7.711503 | | | | | | | | | | MUL <= 11.693462 | | | | | | | | | | | year <= 67.16296: P (7.0) | | | | | | | | | | | year > 67.16296 | | | | | | | | | | | | CLO <= 5.870496 | | | | | | | | | | | | | day <= 19.877587 | | | | | | | | | | | | | | month <= 3.778052: P (2.0) | | | | | | | | | | | | | | month > 3.778052: N (2.0) | | | | | | | | | | | | | day > 19.877587: P (4.0) | | | | | | | | | | | | CLO > 5.870496: N (11.0/1.0) | | | | | | | | | | MUL > 11.693462: N (5.0) | | | | | | | | | CLO > 7.711503: P (6.0) | | | | | | | | ROS > 8.133876: P (165.0/32.0) | | | | | | | RPT > 21.12 | | | | | | | | CLO <= 1.75: P (2.0) | | | | | | | | CLO > 1.75: N (9.0/1.0) | | | | | | month > 10.51243 | | | | | | | CLA <= 5.5: N (7.0) | | | | | | | CLA > 5.5 | | | | | | | | day <= 4.969327: N (4.0) | | | | | | | | day > 4.969327 | | | | | | | | | BEL <= 11.526745 | | | | | | | | | | BIR <= 8.5: P (4.0/1.0) | | | | | | | | | | BIR > 8.5: N (6.0) | | | | | | | | | BEL > 11.526745 | | | | | | | | | | VAL <= 10.313779: N (4.0/1.0) | | | | | | | | | | VAL > 10.313779: P (11.0) | | | | | KIL > 8.460774 | | | | | | month <= 2.191828: P (7.0) | | | | | | month > 2.191828 | | | | | | | RPT <= 19.604093: N (47.0/13.0) | | | | | | | RPT > 19.604093: P (7.0) | | | | BEL > 12.879541 | | | | | day <= 9.214788: N (197.0/73.0) | | | | | day > 9.214788 | | | | | | day <= 15.289044 | | | | | | | CLO <= 7.107352: P (147.0/43.0) | | | | | | | CLO > 7.107352 | | | | | | | | year <= 65.274474: P (9.0/1.0) | | | | | | | | year > 65.274474 | | | | | | | | | DUB <= 10.850782: N (16.0/1.0) | | | | | | | | | DUB > 10.850782 | | | | | | | | | | month <= 6.657715 | | | | | | | | | | | RPT <= 17.560798: P (8.0) | | | | | | | | | | | RPT > 17.560798 | | | | | | | | | | | | RPT <= 21.340098: N (3.0) | | | | | | | | | | | | RPT > 21.340098: P (2.0) | | | | | | | | | | month > 6.657715 | | | | | | | | | | | CLO <= 7.357587: P (4.0/1.0) | | | | | | | | | | | CLO > 7.357587: N (13.0/1.0) | | | | | | day > 15.289044 | | | | | | | CLA <= 8.256675: N (191.0/71.0) | | | | | | | CLA > 8.256675: P (206.0/91.0) CLO > 8.400512 | CLA <= 11.070994 | | DUB <= 9.495575 | | | year <= 64.231981 | | | | year <= 60.042985 | | | | | CLO <= 10.939762: N (12.0/1.0) | | | | | CLO > 10.939762 | | | | | | KIL <= 5.882446: P (8.0) | | | | | | KIL > 5.882446 | | | | | | | KIL <= 9.963513 | | | | | | | | SHA <= 6.945707 | | | | | | | | | ROS <= 8.614681: N (2.0) | | | | | | | | | ROS > 8.614681: P (2.0) | | | | | | | | SHA > 6.945707: N (9.0) | | | | | | | KIL > 9.963513: P (5.0/1.0) | | | | year > 60.042985 | | | | | SHA <= 12.887496 | | | | | | CLO <= 10.314678 | | | | | | | month <= 10.152439: P (118.0/17.0) | | | | | | | month > 10.152439 | | | | | | | | day <= 4.496165: P (3.0) | | | | | | | | day > 4.496165 | | | | | | | | | CLA <= 10.486884 | | | | | | | | | | CLA <= 5.51838: P (3.0/1.0) | | | | | | | | | | CLA > 5.51838: N (6.0) | | | | | | | | | CLA > 10.486884: P (2.0) | | | | | | CLO > 10.314678 | | | | | | | VAL <= 15 | | | | | | | | KIL <= 4.204744 | | | | | | | | | VAL <= 7.057983 | | | | | | | | | | RPT <= 15.292379: P (4.0) | | | | | | | | | | RPT > 15.292379: N (3.0/1.0) | | | | | | | | | VAL > 7.057983: N (11.0) | | | | | | | | KIL > 4.204744: P (77.0/26.0) | | | | | | | VAL > 15: P (12.0) | | | | | SHA > 12.887496 | | | | | | day <= 17.995789 | | | | | | | SHA <= 15.718811 | | | | | | | | CLO <= 9.156136: P (6.0) | | | | | | | | CLO > 9.156136 | | | | | | | | | CLO <= 10.320534: N (8.0) | | | | | | | | | CLO > 10.320534 | | | | | | | | | | DUB <= 7.291048: P (7.0/1.0) | | | | | | | | | | DUB > 7.291048: N (6.0/1.0) | | | | | | | SHA > 15.718811: P (14.0) | | | | | | day > 17.995789 | | | | | | | DUB <= 6.605518: N (11.0) | | | | | | | DUB > 6.605518 | | | | | | | | SHA <= 14.142656: N (4.0) | | | | | | | | SHA > 14.142656 | | | | | | | | | year <= 62.058411: P (4.0) | | | | | | | | | year > 62.058411 | | | | | | | | | | CLA <= 9.027361: N (4.0) | | | | | | | | | | CLA > 9.027361: P (2.0) | | | year > 64.231981: P (1352.0/675.0) | | DUB > 9.495575 | | | BEL <= 9.759621: P (463.0/215.0) | | | BEL > 9.759621 | | | | ROS <= 5.491498: P (90.0/34.0) | | | | ROS > 5.491498 | | | | | BEL <= 19.627705 | | | | | | SHA <= 4.88 | | | | | | | KIL <= 10.033221 | | | | | | | | BEL <= 15.003894 | | | | | | | | | MUL <= 12.017337 | | | | | | | | | | CLO <= 10.773962: N (11.0/1.0) | | | | | | | | | | CLO > 10.773962 | | | | | | | | | | | ROS <= 12.059067: P (6.0) | | | | | | | | | | | ROS > 12.059067 | | | | | | | | | | | | ROS <= 14.632333: N (6.0) | | | | | | | | | | | | ROS > 14.632333 | | | | | | | | | | | | | day <= 7.661555: N (2.0) | | | | | | | | | | | | | day > 7.661555: P (5.0) | | | | | | | | | MUL > 12.017337: P (7.0) | | | | | | | | BEL > 15.003894 | | | | | | | | | CLA <= 4.440812 | | | | | | | | | | VAL <= 12.471352: P (5.0) | | | | | | | | | | VAL > 12.471352: N (3.0) | | | | | | | | | CLA > 4.440812: P (20.0) | | | | | | | KIL > 10.033221 | | | | | | | | month <= 6.72915 | | | | | | | | | day <= 21.62412: N (4.0/1.0) | | | | | | | | | day > 21.62412: P (3.0) | | | | | | | | month > 6.72915: N (11.0) | | | | | | SHA > 4.88 | | | | | | | year <= 66.970859 | | | | | | | | CLO <= 10.455331 | | | | | | | | | SHA <= 9.5: N (56.0/19.0) | | | | | | | | | SHA > 9.5 | | | | | | | | | | RPT <= 12.307087 | | | | | | | | | | | RPT <= 11.76917 | | | | | | | | | | | | year <= 63.082756 | | | | | | | | | | | | | MUL <= 9.642128: P (12.0) | | | | | | | | | | | | | MUL > 9.642128 | | | | | | | | | | | | | | BIR <= 8.688816 | | | | | | | | | | | | | | | ROS <= 7.352142: P (3.0) | | | | | | | | | | | | | | | ROS > 7.352142: N (8.0) | | | | | | | | | | | | | | BIR > 8.688816: P (5.0) | | | | | | | | | | | | year > 63.082756 | | | | | | | | | | | | | ROS <= 9.146257: N (12.0/1.0) | | | | | | | | | | | | | ROS > 9.146257 | | | | | | | | | | | | | | RPT <= 9.83 | | | | | | | | | | | | | | | month <= 8.111296: N (9.0) | | | | | | | | | | | | | | | month > 8.111296: P (3.0/1.0) | | | | | | | | | | | | | | RPT > 9.83: P (12.0/1.0) | | | | | | | | | | | RPT > 11.76917: N (6.0) | | | | | | | | | | RPT > 12.307087 | | | | | | | | | | | CLA <= 2.836715: N (6.0/1.0) | | | | | | | | | | | CLA > 2.836715 | | | | | | | | | | | | month <= 11.497617 | | | | | | | | | | | | | RPT <= 16.724985 | | | | | | | | | | | | | | RPT <= 16.439218: P (52.0/10.0) | | | | | | | | | | | | | | RPT > 16.439218: N (3.0) | | | | | | | | | | | | | RPT > 16.724985: P (23.0) | | | | | | | | | | | | month > 11.497617 | | | | | | | | | | | | | CLA <= 9.95381: N (5.0) | | | | | | | | | | | | | CLA > 9.95381: P (2.0) | | | | | | | | CLO > 10.455331 | | | | | | | | | BIR <= 11.38 | | | | | | | | | | DUB <= 12.056582 | | | | | | | | | | | MUL <= 10.345871 | | | | | | | | | | | | RPT <= 10.063395: N (19.0/1.0) | | | | | | | | | | | | RPT > 10.063395 | | | | | | | | | | | | | CLA <= 10.768339 | | | | | | | | | | | | | | day <= 4.496165: N (9.0) | | | | | | | | | | | | | | day > 4.496165 | | | | | | | | | | | | | | | ROS <= 15.09: N (42.0/16.0) | | | | | | | | | | | | | | | ROS > 15.09: P (5.0) | | | | | | | | | | | | | CLA > 10.768339: P (5.0) | | | | | | | | | | | MUL > 10.345871 | | | | | | | | | | | | BIR <= 8.42415: P (9.0) | | | | | | | | | | | | BIR > 8.42415 | | | | | | | | | | | | | MUL <= 10.851388: P (4.0) | | | | | | | | | | | | | MUL > 10.851388: N (7.0/1.0) | | | | | | | | | | DUB > 12.056582 | | | | | | | | | | | CLA <= 8.7029 | | | | | | | | | | | | CLA <= 8.33 | | | | | | | | | | | | | year <= 66.711227 | | | | | | | | | | | | | | BIR <= 9.713015 | | | | | | | | | | | | | | | month <= 1.756967 | | | | | | | | | | | | | | | | day <= 15.562488: N (3.0/1.0) | | | | | | | | | | | | | | | | day > 15.562488: P (2.0) | | | | | | | | | | | | | | | month > 1.756967: N (46.0/2.0) | | | | | | | | | | | | | | BIR > 9.713015 | | | | | | | | | | | | | | | month <= 6.72915: N (5.0/1.0) | | | | | | | | | | | | | | | month > 6.72915: P (4.0) | | | | | | | | | | | | | year > 66.711227: P (4.0) | | | | | | | | | | | | CLA > 8.33 | | | | | | | | | | | | | SHA <= 11.103431: P (8.0) | | | | | | | | | | | | | SHA > 11.103431 | | | | | | | | | | | | | | VAL <= 11.174624: N (4.0) | | | | | | | | | | | | | | VAL > 11.174624: P (3.0) | | | | | | | | | | | CLA > 8.7029: N (115.0/15.0) | | | | | | | | | BIR > 11.38 | | | | | | | | | | year <= 63.80334 | | | | | | | | | | | BIR <= 11.972486 | | | | | | | | | | | | CLO <= 13.413911: P (6.0) | | | | | | | | | | | | CLO > 13.413911: N (4.0/1.0) | | | | | | | | | | | BIR > 11.972486: N (10.0/1.0) | | | | | | | | | | year > 63.80334: P (15.0/1.0) | | | | | | | year > 66.970859 | | | | | | | | CLA <= 9.979229 | | | | | | | | | MUL <= 7.012597 | | | | | | | | | | CLO <= 10.227562 | | | | | | | | | | | CLA <= 0.15218: P (3.0) | | | | | | | | | | | CLA > 0.15218 | | | | | | | | | | | | BEL <= 12.299411: N (12.0) | | | | | | | | | | | | BEL > 12.299411 | | | | | | | | | | | | | CLO <= 8.590912: P (3.0) | | | | | | | | | | | | | CLO > 8.590912 | | | | | | | | | | | | | | DUB <= 11.387907 | | | | | | | | | | | | | | | day <= 7.123893: N (2.0) | | | | | | | | | | | | | | | day > 7.123893: P (5.0) | | | | | | | | | | | | | | DUB > 11.387907 | | | | | | | | | | | | | | | SHA <= 17.031059: N (19.0) | | | | | | | | | | | | | | | SHA > 17.031059: P (3.0/1.0) | | | | | | | | | | CLO > 10.227562 | | | | | | | | | | | BEL <= 10.613929: N (7.0/1.0) | | | | | | | | | | | BEL > 10.613929: P (83.0/34.0) | | | | | | | | | MUL > 7.012597 | | | | | | | | | | month <= 8.829819: N (403.0/134.0) | | | | | | | | | | month > 8.829819 | | | | | | | | | | | BIR <= 4.247857 | | | | | | | | | | | | BEL <= 13.900161 | | | | | | | | | | | | | month <= 10.650284: P (4.0/1.0) | | | | | | | | | | | | | month > 10.650284: N (5.0) | | | | | | | | | | | | BEL > 13.900161: P (4.0) | | | | | | | | | | | BIR > 4.247857 | | | | | | | | | | | | CLA <= 6.449029 | | | | | | | | | | | | | RPT <= 13.840705 | | | | | | | | | | | | | | MUL <= 10.04: N (15.0/3.0) | | | | | | | | | | | | | | MUL > 10.04 | | | | | | | | | | | | | | | DUB <= 16.935579: P (8.0) | | | | | | | | | | | | | | | DUB > 16.935579: N (3.0) | | | | | | | | | | | | | RPT > 13.840705: N (9.0) | | | | | | | | | | | | CLA > 6.449029: N (128.0/11.0) | | | | | | | | CLA > 9.979229 | | | | | | | | | BIR <= 5.892072 | | | | | | | | | | VAL <= 7.912557: N (11.0/1.0) | | | | | | | | | | VAL > 7.912557: P (9.0/1.0) | | | | | | | | | BIR > 5.892072 | | | | | | | | | | BEL <= 13.794012 | | | | | | | | | | | VAL <= 17 | | | | | | | | | | | | SHA <= 16.067829 | | | | | | | | | | | | | month <= 5.025842 | | | | | | | | | | | | | | month <= 3.302447: N (11.0/1.0) | | | | | | | | | | | | | | month > 3.302447 | | | | | | | | | | | | | | | month <= 4.498173: P (2.0) | | | | | | | | | | | | | | | month > 4.498173 | | | | | | | | | | | | | | | | MUL <= 10.062666: P (2.0) | | | | | | | | | | | | | | | | MUL > 10.062666: N (3.0) | | | | | | | | | | | | | month > 5.025842: N (21.0) | | | | | | | | | | | | SHA > 16.067829: P (3.0) | | | | | | | | | | | VAL > 17: P (6.0) | | | | | | | | | | BEL > 13.794012: N (164.0/13.0) | | | | | BEL > 19.627705 | | | | | | DUB <= 9.932483: N (12.0/1.0) | | | | | | DUB > 9.932483 | | | | | | | MUL <= 8.999878: P (103.0/33.0) | | | | | | | MUL > 8.999878 | | | | | | | | BEL <= 25.375879 | | | | | | | | | CLA <= 7.817588: P (35.0/14.0) | | | | | | | | | CLA > 7.817588 | | | | | | | | | | month <= 12.120908 | | | | | | | | | | | BIR <= 4.613558: P (3.0) | | | | | | | | | | | BIR > 4.613558 | | | | | | | | | | | | DUB <= 10.549674 | | | | | | | | | | | | | DUB <= 10.223996: N (3.0) | | | | | | | | | | | | | DUB > 10.223996: P (2.0) | | | | | | | | | | | | DUB > 10.549674: N (37.0) | | | | | | | | | | month > 12.120908: P (3.0) | | | | | | | | BEL > 25.375879: P (8.0) | CLA > 11.070994 | | BEL <= 16.826836 | | | RPT <= 10.116706 | | | | MUL <= 13.37: N (232.0/110.0) | | | | MUL > 13.37 | | | | | ROS <= 10.943263 | | | | | | day <= 23.923007 | | | | | | | CLO <= 11.555429 | | | | | | | | DUB <= 2.82628: N (3.0) | | | | | | | | DUB > 2.82628: P (5.0) | | | | | | | CLO > 11.555429: N (6.0) | | | | | | day > 23.923007: P (7.0) | | | | | ROS > 10.943263: P (17.0) | | | RPT > 10.116706 | | | | MUL <= 10.691346: N (480.0/200.0) | | | | MUL > 10.691346 | | | | | KIL <= 6.446593 | | | | | | RPT <= 19.600835 | | | | | | | BEL <= 16.372932: N (68.0/28.0) | | | | | | | BEL > 16.372932: P (5.0) | | | | | | RPT > 19.600835: P (6.0) | | | | | KIL > 6.446593 | | | | | | year <= 72.382915: N (222.0/61.0) | | | | | | year > 72.382915 | | | | | | | DUB <= 14.46 | | | | | | | | BIR <= 7.102039 | | | | | | | | | day <= 23.621122: P (6.0) | | | | | | | | | day > 23.621122: N (3.0) | | | | | | | | BIR > 7.102039: N (56.0/6.0) | | | | | | | DUB > 14.46: N (52.0) | | BEL > 16.826836 | | | BIR <= 7.08: N (168.0/75.0) | | | BIR > 7.08 | | | | KIL <= 5.163629 | | | | | BIR <= 11.000696 | | | | | | VAL <= 4.819652: P (3.0) | | | | | | VAL > 4.819652: N (57.0/13.0) | | | | | BIR > 11.000696 | | | | | | KIL <= 2.310316: N (4.0/1.0) | | | | | | KIL > 2.310316: P (13.0) | | | | KIL > 5.163629 | | | | | MUL <= 10.518977 | | | | | | month <= 7.829573: N (124.0/44.0) | | | | | | month > 7.829573 | | | | | | | MUL <= 7.495549 | | | | | | | | KIL <= 8.54864 | | | | | | | | | BIR <= 9.858054: P (3.0/1.0) | | | | | | | | | BIR > 9.858054: N (3.0) | | | | | | | | KIL > 8.54864: P (4.0) | | | | | | | MUL > 7.495549 | | | | | | | | CLA <= 15.196653: N (58.0/1.0) | | | | | | | | CLA > 15.196653 | | | | | | | | | CLO <= 14.429693: P (3.0) | | | | | | | | | CLO > 14.429693: N (3.0) | | | | | MUL > 10.518977 | | | | | | CLO <= 11.439059 | | | | | | | RPT <= 7.54: P (7.0/1.0) | | | | | | | RPT > 7.54 | | | | | | | | year <= 65.937954 | | | | | | | | | CLO <= 9.536152: N (3.0) | | | | | | | | | CLO > 9.536152: P (8.0/1.0) | | | | | | | | year > 65.937954 | | | | | | | | | CLO <= 9.914536 | | | | | | | | | | MUL <= 13.366623 | | | | | | | | | | | DUB <= 14.33: N (9.0) | | | | | | | | | | | DUB > 14.33 | | | | | | | | | | | | RPT <= 17.702167: P (4.0/1.0) | | | | | | | | | | | | RPT > 17.702167: N (3.0) | | | | | | | | | | MUL > 13.366623: P (5.0/1.0) | | | | | | | | | CLO > 9.914536: N (95.0/6.0) | | | | | | CLO > 11.439059: N (963.0/21.0) Number of Leaves : 285 Size of the tree : 569 Number of classifier in the ensemble: 9