================================================================================ Model name: am_mandel_1 Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 63.00% Accuracy (normalised for class sizes): 63.00% Raw Confusion Matrix: Truth A B C D E Classification A 24 4 2 3 10 B 1 22 3 12 0 C 1 4 32 2 0 D 7 7 2 19 1 E 7 3 1 4 29 Confusion Matrix percentage: Truth A B C D E Classification A 60.00% 10.00% 5.00% 7.50% 25.00% B 2.50% 55.00% 7.50% 30.00% 0.00% C 2.50% 10.00% 80.00% 5.00% 0.00% D 17.50% 17.50% 5.00% 47.50% 2.50% E 17.50% 7.50% 2.50% 10.00% 72.50% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 57.50% Accuracy (normalised for class sizes): 57.50% Raw Confusion Matrix: Truth A B C D E Classification A 23 5 2 6 7 B 1 15 3 6 0 C 2 13 32 5 4 D 1 6 2 22 6 E 13 1 1 1 23 Confusion Matrix percentage: Truth A B C D E Classification A 57.50% 12.50% 5.00% 15.00% 17.50% B 2.50% 37.50% 7.50% 15.00% 0.00% C 5.00% 32.50% 80.00% 12.50% 10.00% D 2.50% 15.00% 5.00% 55.00% 15.00% E 32.50% 2.50% 2.50% 2.50% 57.50% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 53.00% Accuracy (normalised for class sizes): 53.00% Raw Confusion Matrix: Truth A B C D E Classification A 15 6 4 3 8 B 5 18 11 8 1 C 5 1 20 2 0 D 8 14 5 25 3 E 7 1 0 2 28 Confusion Matrix percentage: Truth A B C D E Classification A 37.50% 15.00% 10.00% 7.50% 20.00% B 12.50% 45.00% 27.50% 20.00% 2.50% C 12.50% 2.50% 50.00% 5.00% 0.00% D 20.00% 35.00% 12.50% 62.50% 7.50% E 17.50% 2.50% 0.00% 5.00% 70.00% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for am_mandel_1 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy am_mandel_1: 57.83% Standard Deviation: 2.36 Overall Accuracy (normalised for class sizes) am_mandel_1: 57.83% Standard Deviation: 2.36 Raw Confusion Matrix: Truth A B C D E Classification A 62 15 8 12 25 B 7 55 17 26 1 C 8 18 84 9 4 D 16 27 9 66 10 E 27 5 2 7 80 Confusion Matrix percentage: Truth A B C D E Classification A 51.67% 12.50% 6.67% 10.00% 20.83% B 5.83% 45.83% 14.17% 21.67% 0.83% C 6.67% 15.00% 70.00% 7.50% 3.33% D 13.33% 22.50% 7.50% 55.00% 8.33% E 22.50% 4.17% 1.67% 5.83% 66.67% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 --------------------------------------------------------------------------------