================================================================================ Model name: am_mandel_2_spec Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 61.50% Accuracy (normalised for class sizes): 61.50% Raw Confusion Matrix: Truth A B C D E Classification A 24 10 1 7 9 B 3 19 2 9 0 C 1 2 30 2 1 D 10 9 6 21 1 E 2 0 1 1 29 Confusion Matrix percentage: Truth A B C D E Classification A 60.00% 25.00% 2.50% 17.50% 22.50% B 7.50% 47.50% 5.00% 22.50% 0.00% C 2.50% 5.00% 75.00% 5.00% 2.50% D 25.00% 22.50% 15.00% 52.50% 2.50% E 5.00% 0.00% 2.50% 2.50% 72.50% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 51.00% Accuracy (normalised for class sizes): 51.00% Raw Confusion Matrix: Truth A B C D E Classification A 23 8 2 8 8 B 2 12 7 6 0 C 2 11 29 8 3 D 0 8 2 16 7 E 13 1 0 2 22 Confusion Matrix percentage: Truth A B C D E Classification A 57.50% 20.00% 5.00% 20.00% 20.00% B 5.00% 30.00% 17.50% 15.00% 0.00% C 5.00% 27.50% 72.50% 20.00% 7.50% D 0.00% 20.00% 5.00% 40.00% 17.50% E 32.50% 2.50% 0.00% 5.00% 55.00% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 55.00% Accuracy (normalised for class sizes): 55.00% Raw Confusion Matrix: Truth A B C D E Classification A 19 9 4 3 7 B 7 20 13 6 0 C 2 1 19 5 1 D 9 10 4 24 4 E 3 0 0 2 28 Confusion Matrix percentage: Truth A B C D E Classification A 47.50% 22.50% 10.00% 7.50% 17.50% B 17.50% 50.00% 32.50% 15.00% 0.00% C 5.00% 2.50% 47.50% 12.50% 2.50% D 22.50% 25.00% 10.00% 60.00% 10.00% E 7.50% 0.00% 0.00% 5.00% 70.00% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for am_mandel_2_spec -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy am_mandel_2_spec: 55.83% Standard Deviation: 2.50 Overall Accuracy (normalised for class sizes) am_mandel_2_spec: 55.83% Standard Deviation: 2.50 Raw Confusion Matrix: Truth A B C D E Classification A 66 27 7 18 24 B 12 51 22 21 0 C 5 14 78 15 5 D 19 27 12 61 12 E 18 1 1 5 79 Confusion Matrix percentage: Truth A B C D E Classification A 55.00% 22.50% 5.83% 15.00% 20.00% B 10.00% 42.50% 18.33% 17.50% 0.00% C 4.17% 11.67% 65.00% 12.50% 4.17% D 15.83% 22.50% 10.00% 50.83% 10.00% E 15.00% 0.83% 0.83% 4.17% 65.83% Matrix Key: A : 1 B : 2 C : 3 D : 4 E : 5 --------------------------------------------------------------------------------