Saturday
December 20, 2014

Homework Help: Stats

Posted by Fred Smith on Thursday, July 8, 2010 at 3:30pm.

a. What are the values for TP, TN, FP, and FN for class value = 1?
b. What are the sensitivity, specificity, and FPR for class value = 1?

=== Run information ===

Scheme: weka.classifiers.trees.J48 -C 0.25 -M 2
Relation: sattrn
Instances: 4435
Attributes: 37
pixel1_1
pixel1_2
pixel1_3
pixel1_4
pixel2_1
pixel2_2
pixel2_3
pixel2_4
pixel3_1
pixel3_2
pixel3_3
pixel3_4
pixel4_1
pixel4_2
pixel4_3
pixel4_4
pixel5_1
pixel5_2
pixel5_3
pixel5_4
pixel6_1
pixel6_2
pixel6_3
pixel6_4
pixel7_1
pixel7_2
pixel7_3
pixel7_4
pixel8_1
pixel8_2
pixel8_3
pixel8_4
pixel9_1
pixel9_2
pixel9_3
pixel9_4
class
Test mode: user supplied test set: size unknown (reading incrementally)

=== Classifier model (full training set) ===

J48 pruned tree
------------------

pixel5_1 <= 76
| pixel6_2 <= 60
| | pixel6_4 <= 90
| | | pixel4_4 <= 92
| | | | pixel5_1 <= 68
| | | | | pixel5_1 <= 59: 5 (209.0)
| | | | | pixel5_1 > 59
| | | | | | pixel1_3 <= 76
| | | | | | | pixel1_4 <= 62
| | | | | | | | pixel7_1 <= 53: 7 (2.0)
| | | | | | | | pixel7_1 > 53: 5 (11.0)
| | | | | | | pixel1_4 > 62: 7 (2.0)
| | | | | | pixel1_3 > 76: 5 (45.0)
| | | | pixel5_1 > 68
| | | | | pixel8_2 <= 83: 3 (3.0/1.0)
| | | | | pixel8_2 > 83: 5 (2.0)
| | | pixel4_4 > 92
| | | | pixel5_2 <= 54: 2 (18.0/1.0)
| | | | pixel5_2 > 54: 5 (2.0)
| | pixel6_4 > 90
| | | pixel7_3 <= 86
| | | | pixel9_3 <= 98
| | | | | pixel8_1 <= 60: 5 (4.0)
| | | | | pixel8_1 > 60: 4 (2.0)
| | | | pixel9_3 > 98: 2 (5.0)
| | | pixel7_3 > 86
| | | | pixel6_2 <= 52: 2 (393.0/1.0)
| | | | pixel6_2 > 52
| | | | | pixel6_4 <= 104
| | | | | | pixel6_3 <= 100
| | | | | | | pixel1_1 <= 53: 2 (2.0)
| | | | | | | pixel1_1 > 53: 5 (2.0)
| | | | | | pixel6_3 > 100: 2 (9.0)
| | | | | pixel6_4 > 104: 1 (2.0)
| pixel6_2 > 60
| | pixel5_4 <= 73
| | | pixel6_1 <= 56
| | | | pixel5_2 <= 59: 5 (2.0)
| | | | pixel5_2 > 59: 1 (47.0)
| | | pixel6_1 > 56
| | | | pixel5_2 <= 81
| | | | | pixel8_2 <= 58
| | | | | | pixel9_3 <= 77
| | | | | | | pixel9_3 <= 70: 5 (7.0)
| | | | | | | pixel9_3 > 70
| | | | | | | | pixel4_2 <= 54: 5 (3.0)
| | | | | | | | pixel4_2 > 54: 7 (6.0)
| | | | | | pixel9_3 > 77: 5 (18.0/1.0)
| | | | | pixel8_2 > 58
| | | | | | pixel2_2 <= 61
| | | | | | | pixel6_3 <= 79
| | | | | | | | pixel8_4 <= 72: 7 (14.0/1.0)
| | | | | | | | pixel8_4 > 72: 5 (3.0)
| | | | | | | pixel6_3 > 79
| | | | | | | | pixel2_4 <= 76: 5 (6.0)
| | | | | | | | pixel2_4 > 76
| | | | | | | | | pixel6_2 <= 75: 2 (4.0)
| | | | | | | | | pixel6_2 > 75: 4 (3.0)
| | | | | | pixel2_2 > 61
| | | | | | | pixel4_4 <= 74
| | | | | | | | pixel8_4 <= 64: 7 (550.0/7.0)
| | | | | | | | pixel8_4 > 64
| | | | | | | | | pixel5_2 <= 72
| | | | | | | | | | pixel6_4 <= 65: 7 (22.0/2.0)
| | | | | | | | | | pixel6_4 > 65
| | | | | | | | | | | pixel2_2 <= 63: 7 (4.0)
| | | | | | | | | | | pixel2_2 > 63
| | | | | | | | | | | | pixel9_1 <= 79
| | | | | | | | | | | | | pixel1_1 <= 68: 5 (17.0)
| | | | | | | | | | | | | pixel1_1 > 68
| | | | | | | | | | | | | | pixel2_2 <= 75: 5 (3.0)
| | | | | | | | | | | | | | pixel2_2 > 75: 7 (2.0)
| | | | | | | | | | | | pixel9_1 > 79: 7 (2.0)
| | | | | | | | | pixel5_2 > 72
| | | | | | | | | | pixel3_4 <= 81
| | | | | | | | | | | pixel7_2 <= 72
| | | | | | | | | | | | pixel4_1 <= 67: 7 (13.0)
| | | | | | | | | | | | pixel4_1 > 67
| | | | | | | | | | | | | pixel9_1 <= 70: 7 (8.0/2.0)
| | | | | | | | | | | | | pixel9_1 > 70: 5 (2.0)
| | | | | | | | | | | pixel7_2 > 72
| | | | | | | | | | | | pixel3_1 <= 66: 7 (50.0)
| | | | | | | | | | | | pixel3_1 > 66
| | | | | | | | | | | | | pixel2_2 <= 68: 4 (2.0)
| | | | | | | | | | | | | pixel2_2 > 68
| | | | | | | | | | | | | | pixel7_1 <= 70
| | | | | | | | | | | | | | | pixel7_3 <= 92
| | | | | | | | | | | | | | | | pixel2_3 <= 84: 7 (25.0)
| | | | | | | | | | | | | | | | pixel2_3 > 84
| | | | | | | | | | | | | | | | | pixel5_2 <= 75: 4 (3.0)
| | | | | | | | | | | | | | | | | pixel5_2 > 75
| | | | | | | | | | | | | | | | | | pixel7_4 <= 61: 4 (2.0)
| | | | | | | | | | | | | | | | | | pixel7_4 > 61: 7 (11.0/1.0)
| | | | | | | | | | | | | | | pixel7_3 > 92: 4 (3.0)
| | | | | | | | | | | | | | pixel7_1 > 70: 7 (67.0/2.0)
| | | | | | | | | | pixel3_4 > 81: 4 (4.0/1.0)
| | | | | | | pixel4_4 > 74
| | | | | | | | pixel1_1 <= 76
| | | | | | | | | pixel4_3 <= 89
| | | | | | | | | | pixel5_4 <= 70: 7 (4.0/1.0)
| | | | | | | | | | pixel5_4 > 70: 5 (5.0)
| | | | | | | | | pixel4_3 > 89
| | | | | | | | | | pixel2_4 <= 61: 5 (2.0)
| | | | | | | | | | pixel2_4 > 61: 4 (8.0)
| | | | | | | | pixel1_1 > 76: 7 (7.0)
| | | | pixel5_2 > 81
| | | | | pixel1_4 <= 65: 7 (36.0/1.0)
| | | | | pixel1_4 > 65
| | | | | | pixel9_3 <= 68: 5 (3.0/1.0)
| | | | | | pixel9_3 > 68
| | | | | | | pixel3_1 <= 80
| | | | | | | | pixel5_3 <= 85
| | | | | | | | | pixel1_2 <= 77: 4 (3.0)
| | | | | | | | | pixel1_2 > 77
| | | | | | | | | | pixel3_2 <= 85: 7 (20.0/1.0)
| | | | | | | | | | pixel3_2 > 85
| | | | | | | | | | | pixel3_1 <= 76: 4 (4.0)
| | | | | | | | | | | pixel3_1 > 76: 7 (5.0/1.0)
| | | | | | | | pixel5_3 > 85
| | | | | | | | | pixel3_4 <= 80
| | | | | | | | | | pixel1_3 <= 85
| | | | | | | | | | | pixel4_2 <= 88: 7 (10.0/1.0)
| | | | | | | | | | | pixel4_2 > 88: 4 (5.0/1.0)
| | | | | | | | | | pixel1_3 > 85
| | | | | | | | | | | pixel7_3 <= 87
| | | | | | | | | | | | pixel5_4 <= 70
| | | | | | | | | | | | | pixel6_2 <= 77: 7 (2.0)
| | | | | | | | | | | | | pixel6_2 > 77
| | | | | | | | | | | | | | pixel8_4 <= 72: 4 (20.0/1.0)
| | | | | | | | | | | | | | pixel8_4 > 72: 7 (2.0)
| | | | | | | | | | | | pixel5_4 > 70: 7 (12.0/1.0)
| | | | | | | | | | | pixel7_3 > 87
| | | | | | | | | | | | pixel4_3 <= 98: 4 (62.0/4.0)
| | | | | | | | | | | | pixel4_3 > 98: 7 (6.0/2.0)
| | | | | | | | | pixel3_4 > 80: 7 (4.0)
| | | | | | | pixel3_1 > 80: 7 (8.0/1.0)
| | pixel5_4 > 73
| | | pixel4_2 <= 64
| | | | pixel1_3 <= 96
| | | | | pixel1_1 <= 63
| | | | | | pixel7_4 <= 74: 1 (3.0/1.0)
| | | | | | pixel7_4 > 74: 5 (18.0)
| | | | | pixel1_1 > 63: 7 (2.0)
| | | | pixel1_3 > 96
| | | | | pixel4_2 <= 55: 2 (36.0/1.0)
| | | | | pixel4_2 > 55
| | | | | | pixel3_1 <= 76
| | | | | | | pixel8_1 <= 66: 5 (10.0/1.0)
| | | | | | | pixel8_1 > 66: 2 (2.0)
| | | | | | pixel3_1 > 76: 3 (2.0/1.0)
| | | pixel4_2 > 64
| | | | pixel5_1 <= 71
| | | | | pixel2_4 <= 72
| | | | | | pixel8_1 <= 63
| | | | | | | pixel7_2 <= 64: 2 (2.0)
| | | | | | | pixel7_2 > 64: 1 (14.0)
| | | | | | pixel8_1 > 63
| | | | | | | pixel5_2 <= 75: 5 (14.0/1.0)
| | | | | | | pixel5_2 > 75
| | | | | | | | pixel6_4 <= 79
| | | | | | | | | pixel4_2 <= 83: 7 (6.0/1.0)
| | | | | | | | | pixel4_2 > 83: 4 (8.0/1.0)
| | | | | | | | pixel6_4 > 79: 2 (2.0/1.0)
| | | | | pixel2_4 > 72
| | | | | | pixel2_2 <= 69
| | | | | | | pixel3_1 <= 53
| | | | | | | | pixel6_3 <= 102
| | | | | | | | | pixel1_2 <= 63: 5 (2.0)
| | | | | | | | | pixel1_2 > 63: 1 (11.0/1.0)
| | | | | | | | pixel6_3 > 102: 2 (2.0)
| | | | | | | pixel3_1 > 53
| | | | | | | | pixel9_4 <= 72: 2 (2.0)
| | | | | | | | pixel9_4 > 72: 5 (20.0/2.0)
| | | | | | pixel2_2 > 69
| | | | | | | pixel9_1 <= 71
| | | | | | | | pixel3_1 <= 72
| | | | | | | | | pixel7_1 <= 74
| | | | | | | | | | pixel9_4 <= 72
| | | | | | | | | | | pixel5_1 <= 60: 1 (19.0)
| | | | | | | | | | | pixel5_1 > 60: 2 (3.0/1.0)
| | | | | | | | | | pixel9_4 > 72
| | | | | | | | | | | pixel1_2 <= 71
| | | | | | | | | | | | pixel2_4 <= 81: 1 (34.0/1.0)
| | | | | | | | | | | | pixel2_4 > 81: 5 (4.0)
| | | | | | | | | | | pixel1_2 > 71: 1 (789.0/7.0)
| | | | | | | | | pixel7_1 > 74
| | | | | | | | | | pixel3_2 <= 73: 5 (3.0)
| | | | | | | | | | pixel3_2 > 73: 1 (17.0/2.0)
| | | | | | | | pixel3_1 > 72
| | | | | | | | | pixel8_2 <= 89
| | | | | | | | | | pixel9_3 <= 100: 7 (3.0/1.0)
| | | | | | | | | | pixel9_3 > 100: 5 (8.0)
| | | | | | | | | pixel8_2 > 89: 1 (17.0/1.0)
| | | | | | | pixel9_1 > 71
| | | | | | | | pixel8_2 <= 100
| | | | | | | | | pixel8_4 <= 76: 4 (5.0/1.0)
| | | | | | | | | pixel8_4 > 76
| | | | | | | | | | pixel3_4 <= 81
| | | | | | | | | | | pixel7_2 <= 94: 5 (8.0)
| | | | | | | | | | | pixel7_2 > 94: 4 (3.0)
| | | | | | | | | | pixel3_4 > 81
| | | | | | | | | | | pixel1_4 <= 83: 1 (7.0)
| | | | | | | | | | | pixel1_4 > 83: 5 (4.0)
| | | | | | | | pixel8_2 > 100: 1 (31.0)
| | | | pixel5_1 > 71
| | | | | pixel5_4 <= 88
| | | | | | pixel6_3 <= 106
| | | | | | | pixel1_3 <= 100
| | | | | | | | pixel6_3 <= 83
| | | | | | | | | pixel1_4 <= 76: 7 (3.0/1.0)
| | | | | | | | | pixel1_4 > 76: 5 (2.0)
| | | | | | | | pixel6_3 > 83
| | | | | | | | | pixel1_3 <= 84: 7 (6.0)
| | | | | | | | | pixel1_3 > 84
| | | | | | | | | | pixel5_4 <= 80
| | | | | | | | | | | pixel7_2 <= 84
| | | | | | | | | | | | pixel7_1 <= 68
| | | | | | | | | | | | | pixel2_2 <= 97: 4 (10.0/1.0)
| | | | | | | | | | | | | pixel2_2 > 97: 7 (2.0)
| | | | | | | | | | | | pixel7_1 > 68
| | | | | | | | | | | | | pixel4_3 <= 93: 7 (16.0)
| | | | | | | | | | | | | pixel4_3 > 93
| | | | | | | | | | | | | | pixel7_1 <= 72: 4 (4.0/1.0)
| | | | | | | | | | | | | | pixel7_1 > 72: 7 (4.0)
| | | | | | | | | | | pixel7_2 > 84
| | | | | | | | | | | | pixel6_3 <= 102
| | | | | | | | | | | | | pixel4_4 <= 74: 4 (14.0)
| | | | | | | | | | | | | pixel4_4 > 74
| | | | | | | | | | | | | | pixel8_1 <= 79
| | | | | | | | | | | | | | | pixel3_4 <= 76
| | | | | | | | | | | | | | | | pixel4_2 <= 87
| | | | | | | | | | | | | | | | | pixel7_1 <= 74: 4 (3.0)
| | | | | | | | | | | | | | | | | pixel7_1 > 74: 7 (2.0)
| | | | | | | | | | | | | | | | pixel4_2 > 87: 4 (9.0)
| | | | | | | | | | | | | | | pixel3_4 > 76: 7 (2.0)
| | | | | | | | | | | | | | pixel8_1 > 79: 7 (3.0)
| | | | | | | | | | | | pixel6_3 > 102: 7 (3.0)
| | | | | | | | | | pixel5_4 > 80: 4 (7.0)
| | | | | | | pixel1_3 > 100
| | | | | | | | pixel6_1 <= 67: 1 (2.0/1.0)
| | | | | | | | pixel6_1 > 67
| | | | | | | | | pixel8_2 <= 95: 4 (9.0)
| | | | | | | | | pixel8_2 > 95: 3 (4.0/1.0)
| | | | | | pixel6_3 > 106
| | | | | | | pixel5_3 <= 101: 7 (3.0/1.0)
| | | | | | | pixel5_3 > 101: 3 (8.0/1.0)
| | | | | pixel5_4 > 88
| | | | | | pixel5_2 <= 99
| | | | | | | pixel5_4 <= 92: 1 (5.0)
| | | | | | | pixel5_4 > 92: 5 (10.0/1.0)
| | | | | | pixel5_2 > 99: 1 (53.0/1.0)
pixel5_1 > 76
| pixel5_2 <= 96
| | pixel3_3 <= 100
| | | pixel1_3 <= 86: 7 (14.0)
| | | pixel1_3 > 86
| | | | pixel3_2 <= 63
| | | | | pixel4_4 <= 90: 3 (5.0)
| | | | | pixel4_4 > 90: 5 (2.0/1.0)
| | | | pixel3_2 > 63
| | | | | pixel6_3 <= 85
| | | | | | pixel3_1 <= 66: 3 (3.0/1.0)
| | | | | | pixel3_1 > 66: 7 (16.0)
| | | | | pixel6_3 > 85
| | | | | | pixel6_3 <= 104
| | | | | | | pixel9_3 <= 89
| | | | | | | | pixel6_1 <= 78
| | | | | | | | | pixel9_4 <= 72: 7 (7.0)
| | | | | | | | | pixel9_4 > 72
| | | | | | | | | | pixel2_1 <= 78: 7 (2.0)
| | | | | | | | | | pixel2_1 > 78: 4 (2.0)
| | | | | | | | pixel6_1 > 78: 4 (3.0)
| | | | | | | pixel9_3 > 89
| | | | | | | | pixel3_3 <= 96
| | | | | | | | | pixel5_2 <= 83: 7 (2.0)
| | | | | | | | | pixel5_2 > 83
| | | | | | | | | | pixel5_4 <= 81
| | | | | | | | | | | pixel2_3 <= 87
| | | | | | | | | | | | pixel8_2 <= 88: 7 (3.0)
| | | | | | | | | | | | pixel8_2 > 88: 4 (4.0)
| | | | | | | | | | | pixel2_3 > 87
| | | | | | | | | | | | pixel6_3 <= 98: 4 (69.0/1.0)
| | | | | | | | | | | | pixel6_3 > 98
| | | | | | | | | | | | | pixel4_2 <= 89: 7 (2.0)
| | | | | | | | | | | | | pixel4_2 > 89: 4 (10.0/1.0)
| | | | | | | | | | pixel5_4 > 81: 7 (4.0/1.0)
| | | | | | | | pixel3_3 > 96
| | | | | | | | | pixel5_3 <= 101
| | | | | | | | | | pixel5_3 <= 91: 7 (2.0)
| | | | | | | | | | pixel5_3 > 91
| | | | | | | | | | | pixel8_3 <= 106: 4 (33.0/3.0)
| | | | | | | | | | | pixel8_3 > 106: 3 (2.0)
| | | | | | | | | pixel5_3 > 101: 3 (6.0/1.0)
| | | | | | pixel6_3 > 104
| | | | | | | pixel3_4 <= 78: 7 (3.0)
| | | | | | | pixel3_4 > 78: 3 (3.0)
| | pixel3_3 > 100
| | | pixel3_4 <= 94
| | | | pixel7_3 <= 94
| | | | | pixel3_1 <= 90: 7 (22.0/2.0)
| | | | | pixel3_1 > 90: 3 (2.0/1.0)
| | | | pixel7_3 > 94
| | | | | pixel4_3 <= 93: 7 (6.0)
| | | | | pixel4_3 > 93
| | | | | | pixel2_4 <= 92
| | | | | | | pixel9_4 <= 75: 7 (2.0)
| | | | | | | pixel9_4 > 75
| | | | | | | | pixel2_1 <= 79
| | | | | | | | | pixel8_1 <= 80: 7 (4.0/1.0)
| | | | | | | | | pixel8_1 > 80
| | | | | | | | | | pixel2_3 <= 98: 3 (4.0/1.0)
| | | | | | | | | | pixel2_3 > 98: 4 (3.0)
| | | | | | | | pixel2_1 > 79
| | | | | | | | | pixel7_4 <= 75
| | | | | | | | | | pixel4_4 <= 78: 7 (2.0)
| | | | | | | | | | pixel4_4 > 78: 3 (2.0)
| | | | | | | | | pixel7_4 > 75
| | | | | | | | | | pixel9_3 <= 98
| | | | | | | | | | | pixel3_4 <= 80: 4 (2.0)
| | | | | | | | | | | pixel3_4 > 80: 3 (5.0)
| | | | | | | | | | pixel9_3 > 98: 3 (34.0)
| | | | | | pixel2_4 > 92: 4 (2.0/1.0)
| | | pixel3_4 > 94
| | | | pixel6_1 <= 64: 2 (2.0)
| | | | pixel6_1 > 64: 4 (5.0/1.0)
| pixel5_2 > 96
| | pixel1_1 <= 78
| | | pixel4_4 <= 91
| | | | pixel7_4 <= 76
| | | | | pixel5_2 <= 100: 7 (7.0/1.0)
| | | | | pixel5_2 > 100: 4 (3.0)
| | | | pixel7_4 > 76
| | | | | pixel6_2 <= 94
| | | | | | pixel9_2 <= 98: 7 (2.0)
| | | | | | pixel9_2 > 98: 3 (3.0)
| | | | | pixel6_2 > 94: 3 (47.0/2.0)
| | | pixel4_4 > 91
| | | | pixel7_2 <= 102
| | | | | pixel1_2 <= 85: 3 (2.0)
| | | | | pixel1_2 > 85: 1 (2.0/1.0)
| | | | pixel7_2 > 102: 1 (11.0)
| | pixel1_1 > 78
| | | pixel1_4 <= 99
| | | | pixel9_1 <= 85
| | | | | pixel6_4 <= 89
| | | | | | pixel8_3 <= 96
| | | | | | | pixel3_2 <= 91: 4 (3.0)
| | | | | | | pixel3_2 > 91
| | | | | | | | pixel7_1 <= 64: 4 (2.0)
| | | | | | | | pixel7_1 > 64
| | | | | | | | | pixel6_4 <= 70: 4 (2.0/1.0)
| | | | | | | | | pixel6_4 > 70: 3 (35.0/4.0)
| | | | | | pixel8_3 > 96
| | | | | | | pixel8_4 <= 89
| | | | | | | | pixel4_1 <= 92
| | | | | | | | | pixel9_2 <= 104
| | | | | | | | | | pixel2_3 <= 98
| | | | | | | | | | | pixel1_3 <= 102
| | | | | | | | | | | | pixel5_1 <= 79: 3 (3.0/1.0)
| | | | | | | | | | | | pixel5_1 > 79: 4 (7.0)
| | | | | | | | | | | pixel1_3 > 102: 3 (3.0)
| | | | | | | | | | pixel2_3 > 98
| | | | | | | | | | | pixel3_4 <= 89
| | | | | | | | | | | | pixel1_2 <= 103
| | | | | | | | | | | | | pixel7_3 <= 105
| | | | | | | | | | | | | | pixel4_4 <= 80: 3 (16.0)
| | | | | | | | | | | | | | pixel4_4 > 80
| | | | | | | | | | | | | | | pixel4_3 <= 105
| | | | | | | | | | | | | | | | pixel4_4 <= 83
| | | | | | | | | | | | | | | | | pixel3_4 <= 83
| | | | | | | | | | | | | | | | | | pixel3_2 <= 91: 3 (4.0)
| | | | | | | | | | | | | | | | | | pixel3_2 > 91
| | | | | | | | | | | | | | | | | | | pixel1_4 <= 85
| | | | | | | | | | | | | | | | | | | | pixel6_1 <= 78: 3 (2.0)
| | | | | | | | | | | | | | | | | | | | pixel6_1 > 78
| | | | | | | | | | | | | | | | | | | | | pixel2_3 <= 105: 4 (11.0)
| | | | | | | | | | | | | | | | | | | | | pixel2_3 > 105: 3 (3.0/1.0)
| | | | | | | | | | | | | | | | | | | pixel1_4 > 85: 3 (2.0)
| | | | | | | | | | | | | | | | | pixel3_4 > 83: 3 (5.0)
| | | | | | | | | | | | | | | | pixel4_4 > 83: 3 (3.0)
| | | | | | | | | | | | | | | pixel4_3 > 105: 3 (15.0)
| | | | | | | | | | | | | pixel7_3 > 105: 3 (41.0)
| | | | | | | | | | | | pixel1_2 > 103
| | | | | | | | | | | | | pixel8_4 <= 87
| | | | | | | | | | | | | | pixel7_1 <= 74: 4 (3.0)
| | | | | | | | | | | | | | pixel7_1 > 74
| | | | | | | | | | | | | | | pixel6_4 <= 78: 4 (5.0/1.0)
| | | | | | | | | | | | | | | pixel6_4 > 78
| | | | | | | | | | | | | | | | pixel7_4 <= 87
| | | | | | | | | | | | | | | | | pixel7_4 <= 83
| | | | | | | | | | | | | | | | | | pixel8_2 <= 97: 3 (8.0)
| | | | | | | | | | | | | | | | | | pixel8_2 > 97
| | | | | | | | | | | | | | | | | | | pixel2_2 <= 111
| | | | | | | | | | | | | | | | | | | | pixel5_1 <= 86
| | | | | | | | | | | | | | | | | | | | | pixel4_2 <= 102: 3 (3.0)
| | | | | | | | | | | | | | | | | | | | | pixel4_2 > 102: 4 (4.0)
| | | | | | | | | | | | | | | | | | | | pixel5_1 > 86: 3 (10.0)
| | | | | | | | | | | | | | | | | | | pixel2_2 > 111: 4 (2.0)
| | | | | | | | | | | | | | | | | pixel7_4 > 83: 3 (12.0)
| | | | | | | | | | | | | | | | pixel7_4 > 87
| | | | | | | | | | | | | | | | | pixel1_2 <= 109: 4 (5.0)
| | | | | | | | | | | | | | | | | pixel1_2 > 109: 3 (2.0)
| | | | | | | | | | | | | pixel8_4 > 87: 4 (3.0)
| | | | | | | | | | | pixel3_4 > 89: 3 (20.0)
| | | | | | | | | pixel9_2 > 104
| | | | | | | | | | pixel5_2 <= 102: 3 (3.0)
| | | | | | | | | | pixel5_2 > 102
| | | | | | | | | | | pixel9_4 <= 87: 4 (7.0)
| | | | | | | | | | | pixel9_4 > 87: 3 (3.0/1.0)
| | | | | | | | pixel4_1 > 92: 3 (17.0)
| | | | | | | pixel8_4 > 89: 3 (23.0)
| | | | | pixel6_4 > 89
| | | | | | pixel4_4 <= 99
| | | | | | | pixel8_1 <= 70
| | | | | | | | pixel5_2 <= 106: 3 (2.0)
| | | | | | | | pixel5_2 > 106: 1 (3.0)
| | | | | | | pixel8_1 > 70: 3 (45.0/1.0)
| | | | | | pixel4_4 > 99: 1 (3.0)
| | | | pixel9_1 > 85
| | | | | pixel5_1 <= 87
| | | | | | pixel7_1 <= 88
| | | | | | | pixel7_2 <= 102: 3 (48.0/1.0)
| | | | | | | pixel7_2 > 102
| | | | | | | | pixel9_3 <= 104: 4 (3.0)
| | | | | | | | pixel9_3 > 104
| | | | | | | | | pixel9_4 <= 91
| | | | | | | | | | pixel6_2 <= 111
| | | | | | | | | | | pixel3_4 <= 86
| | | | | | | | | | | | pixel1_2 <= 103
| | | | | | | | | | | | | pixel5_4 <= 81: 4 (3.0/1.0)
| | | | | | | | | | | | | pixel5_4 > 81: 3 (12.0)
| | | | | | | | | | | | pixel1_2 > 103: 4 (7.0)
| | | | | | | | | | | pixel3_4 > 86: 3 (19.0)
| | | | | | | | | | pixel6_2 > 111: 4 (3.0)
| | | | | | | | | pixel9_4 > 91: 3 (13.0)
| | | | | | pixel7_1 > 88: 3 (41.0)
| | | | | pixel5_1 > 87: 3 (393.0/3.0)
| | | pixel1_4 > 99
| | | | pixel8_1 <= 80: 1 (10.0)
| | | | pixel8_1 > 80: 3 (33.0/1.0)

Number of Leaves : 221

Size of the tree : 441


Time taken to build model: 1.35 seconds

=== Evaluation on test set ===
=== Summary ===

Correctly Classified Instances 1707 85.35 %
Incorrectly Classified Instances 293 14.65 %
Kappa statistic 0.82
Mean absolute error 0.053
Root mean squared error 0.2145
Relative absolute error 19.6003 %
Root relative squared error 58.1921 %
Total Number of Instances 2000

=== Detailed Accuracy By Class ===

TP Rate FP Rate Precision Recall F-Measure ROC Area Class
0.954 0.016 0.948 0.954 0.951 0.975 1
0.964 0.007 0.947 0.964 0.956 0.978 2
0.874 0.034 0.863 0.874 0.869 0.933 3
0.55 0.051 0.558 0.55 0.554 0.797 4
0.831 0.017 0.868 0.831 0.849 0.919 5
0.832 0.052 0.83 0.832 0.831 0.91 7
Weighted Avg. 0.854 0.031 0.853 0.854 0.853 0.927

=== Confusion Matrix ===

a b c d e f <-- classified as
440 3 5 2 9 2 | a = 1
1 216 1 3 1 2 | b = 2
6 0 347 36 1 7 | c = 3
1 1 35 116 4 54 | d = 4
13 7 4 1 197 15 | e = 5
3 1 10 50 15 391 | f = 7

Answer this Question

First Name:
School Subject:
Answer:

Related Questions

C++ Programming - Design and create a class named Stats that has an array of 12 ...
stats 101 - how do you find the lower class limit,upper class limit, class width...
STATISTICS - A particular diagnostic test for disease X has a sensitivity of 90...
STATISTICS - A particular diagnostic test for disease X has a sensitivity of 90...
Stats - Use this table to answer the questions. Height (in inches) Frequency 50...
epidemiology - A new screening test for a disease is developed for use in the ...
Maths - I need to make tables of values for both horizontal and vertical ...
epidemiology - A new screening test for a disease is developed for use in the ...
epidemiology - A new screening test for a disease is developed for use in the ...
Maths - Please, I still need help with this. I need to make tables of values for...

Search
Members