weka.classifiers.meta.MultiSearch: Classifier: weka.classifiers.trees.J48 -C 0.1 -M 64 1. parameter: property: minNumObj, min: 0.0, max: 8.0, step: 1.0, base: 2.0, expr: pow(BASE,I) 2. parameter: property: confidenceFactor, list: 0.1 0.25 0.01 0.025 0.001 0.0025 Evaluation: Accuracy Coordinates: 6, 0.1 Values: 64, 0.1 J48 pruned tree ------------------ migrat5g = Abroad: 1 (225.51/90.67) migrat5g = Different_state: 1 (550.15/220.59) migrat5g = Moved_place_not_reported: 1 (301.76/151.94) migrat5g = Same_house | incfarm = -09900: 6 (1.0) | incfarm = -00020: 5 (0.0) | incfarm = -00015: 5 (1.0) | incfarm = -00013: 4 (1.0) | incfarm = -00008: 5 (0.0) | incfarm = -00006: 5 (0.0) | incfarm = -00002: 6 (1.0) | incfarm = 0 | | eldch = 0: 5 (4.0/1.0) | | eldch = 1: 1 (6.0/4.0) | | eldch = 2: 5 (3.0/1.0) | | eldch = 3: 5 (6.0/1.0) | | eldch = 4: 4 (9.0/6.0) | | eldch = 5: 5 (25.0/5.0) | | eldch = 6: 5 (19.0/9.0) | | eldch = 7: 5 (25.0/7.0) | | eldch = 8: 5 (24.0/10.0) | | eldch = 9: 5 (21.0/6.0) | | eldch = 10: 5 (22.0/7.0) | | eldch = 11: 5 (43.0/12.0) | | eldch = 12: 5 (38.0/18.0) | | eldch = 13: 5 (48.0/27.0) | | eldch = 14: 5 (46.0/24.0) | | eldch = 15: 5 (54.0/26.0) | | eldch = 16: 5 (59.0/27.0) | | eldch = 17: 5 (84.0/43.0) | | eldch = 18: 6 (63.0/32.0) | | eldch = 19: 6 (51.0/22.0) | | eldch = 20: 6 (38.0/17.0) | | eldch = 21: 6 (38.0/21.0) | | eldch = 22: 6 (35.0/15.0) | | eldch = 23: 5 (27.0/19.0) | | eldch = 24: 6 (13.0/8.0) | | eldch = 25: 6 (7.0/4.0) | | eldch = 26: 6 (13.0/7.0) | | eldch = 27: 5 (11.0/6.0) | | eldch = 28: 5 (7.0/4.0) | | eldch = 29: 6 (4.0/2.0) | | eldch = 30: 6 (11.0/5.0) | | eldch = 31: 5 (1.0) | | eldch = 32: 6 (7.0/2.0) | | eldch = 33: 6 (4.0/2.0) | | eldch = 34: 7 (3.0/1.0) | | eldch = 35: 5 (5.0/3.0) | | eldch = 36: 5 (3.0/1.0) | | eldch = 37: 6 (5.0) | | eldch = 38: 5 (1.0) | | eldch = 39: 6 (3.0/1.0) | | eldch = 40: 5 (2.0/1.0) | | eldch = 41: 6 (4.0/2.0) | | eldch = 42: 5 (2.0/1.0) | | eldch = 43: 6 (0.0) | | eldch = 44: 6 (5.0/3.0) | | eldch = 45: 6 (2.0/1.0) | | eldch = 46: 6 (0.0) | | eldch = 47: 5 (1.0) | | eldch = 48: 5 (5.0/3.0) | | eldch = 49: 5 (4.0/2.0) | | eldch = 50: 6 (4.0/2.0) | | eldch = 51: 5 (1.0) | | eldch = 52: 6 (1.0) | | eldch = 53: 6 (5.0/2.0) | | eldch = 54: 5 (3.0/2.0) | | eldch = 55: 5 (1.0) | | eldch = 56: 6 (3.0/1.0) | | eldch = 57: 6 (0.0) | | eldch = 59: 7 (3.0/1.0) | | eldch = 61: 6 (1.0) | | eldch = 62: 6 (0.0) | | eldch = 65: 5 (1.0) | | eldch = 69: 6 (0.0) | | eldch = 72: 4 (1.0) | | eldch = 98: 6 (0.0) | | eldch = 99 | | | ownershg = Owned_or_being_bought_(loan): 6 (1144.91/657.39) | | | ownershg = Rented: 5 (363.09/204.89) | incfarm = 50: 6 (1.0) | incfarm = 250: 6 (1.0) | incfarm = 450: 7 (1.0) | incfarm = 550: 5 (1.0) | incfarm = 950: 5 (0.0) | incfarm = 1050: 5 (1.0) | incfarm = 3650: 7 (1.0) | incfarm = 7950: 5 (1.0) | incfarm = 10050: 5 (1.0) | incfarm = 999999 | | age = 0: 1 (56.7/10.14) | | age = 1: 1 (49.32/24.43) | | age = 2: 1 (52.55/33.65) | | age = 3: 1 (55.78/36.42) | | age = 4: 1 (51.17/34.11) | | age = 5: 4 (44.0/28.0) | | age = 6: 5 (49.0/25.0) | | age = 7: 5 (59.0/16.0) | | age = 8: 5 (46.0/14.0) | | age = 9: 5 (58.0/20.0) | | age = 10: 5 (55.0/21.0) | | age = 11: 5 (67.0/26.0) | | age = 12: 5 (71.0/37.0) | | age = 13: 5 (66.0/26.0) | | age = 14: 5 (0.0) | | age = 15: 5 (0.0) | | age = 16: 5 (0.0) | | age = 17: 5 (0.0) | | age = 18: 5 (0.0) | | age = 19: 5 (0.0) | | age = 20: 5 (0.0) | | age = 21: 5 (0.0) | | age = 22: 5 (0.0) | | age = 23: 5 (0.0) | | age = 24: 5 (0.0) | | age = 25: 5 (0.0) | | age = 26: 5 (0.0) | | age = 27: 5 (0.0) | | age = 28: 5 (0.0) | | age = 29: 5 (0.0) | | age = 30: 5 (0.0) | | age = 31: 5 (0.0) | | age = 32: 5 (0.0) | | age = 33: 5 (0.0) | | age = 34: 5 (0.0) | | age = 35: 5 (0.0) | | age = 36: 5 (0.0) | | age = 37: 5 (0.0) | | age = 38: 5 (0.0) | | age = 39: 5 (0.0) | | age = 40: 5 (0.0) | | age = 41: 5 (0.0) | | age = 42: 5 (0.0) | | age = 43: 5 (0.0) | | age = 44: 5 (0.0) | | age = 45: 5 (0.0) | | age = 46: 5 (0.0) | | age = 47: 5 (0.0) | | age = 48: 5 (0.0) | | age = 49: 5 (0.0) | | age = 50: 5 (0.0) | | age = 51: 5 (0.0) | | age = 52: 5 (0.0) | | age = 53: 5 (0.0) | | age = 54: 5 (0.0) | | age = 55: 5 (0.0) | | age = 56: 5 (0.0) | | age = 57: 5 (0.0) | | age = 58: 5 (0.0) | | age = 59: 5 (0.0) | | age = 60: 5 (0.0) | | age = 61: 5 (0.0) | | age = 62: 5 (0.0) | | age = 63: 5 (0.0) | | age = 64: 5 (0.0) | | age = 65: 5 (0.0) | | age = 66: 5 (0.0) | | age = 67: 5 (0.0) | | age = 68: 5 (0.0) | | age = 69: 5 (0.0) | | age = 70: 5 (0.0) | | age = 71: 5 (0.0) | | age = 72: 5 (0.0) | | age = 73: 5 (0.0) | | age = 74: 5 (0.0) | | age = 75: 5 (0.0) | | age = 76: 5 (0.0) | | age = 77: 5 (0.0) | | age = 78: 5 (0.0) | | age = 79: 5 (0.0) | | age = 80: 5 (0.0) | | age = 81: 5 (0.0) | | age = 82: 5 (0.0) | | age = 83: 5 (0.0) | | age = 84: 5 (0.0) | | age = 85: 5 (0.0) | | age = 86: 5 (0.0) | | age = 87: 5 (0.0) | | age = 88: 5 (0.0) | | age = 89: 5 (0.0) | | age = 90: 5 (0.0) | | age = 91: 5 (0.0) | | age = 92: 5 (0.0) | | age = 93: 5 (0.0) | | age = 94: 5 (0.0) | | age = 96: 5 (0.0) | | age = 99: 5 (0.0) migrat5g = Same_state_countydifferent_house: 1 (2372.71/1385.75) migrat5g = Same_state_different_county: 1 (244.03/102.46) migrat5g = Same_state_place_not_reported: 1 (89.33/42.83) Number of Leaves : 186 Size of the tree : 191