================================================================================ Model name: AG_Mandel_mt Number of iterations = 1 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 67.65% Accuracy (normalised for class sizes): 63.99% Hierachical Accuracy: 71.96% Hierachical Accuracy (normalised for class sizes): 69.63% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 4 0 0 10 2 1 0 5 1 3 B 0 28 0 0 0 0 0 0 0 0 C 0 0 78 0 0 0 0 0 0 0 D 13 1 1 54 9 2 2 8 1 23 E 15 1 0 4 68 2 3 12 0 12 F 0 0 0 0 0 15 0 0 0 0 G 0 0 0 1 0 0 17 0 0 1 H 2 0 0 1 1 0 0 7 0 0 I 0 0 0 0 0 0 0 0 29 0 J 0 4 0 12 3 4 0 2 3 45 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 11.76% 0.00% 0.00% 12.20% 2.41% 4.17% 0.00% 14.71% 2.94% 3.57% B 0.00% 82.35% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 98.73% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 38.24% 2.94% 1.27% 65.85% 10.84% 8.33% 9.09% 23.53% 2.94% 27.38% E 44.12% 2.94% 0.00% 4.88% 81.93% 8.33% 13.64% 35.29% 0.00% 14.29% F 0.00% 0.00% 0.00% 0.00% 0.00% 62.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 1.22% 0.00% 0.00% 77.27% 0.00% 0.00% 1.19% H 5.88% 0.00% 0.00% 1.22% 1.20% 0.00% 0.00% 20.59% 0.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 85.29% 0.00% J 0.00% 11.76% 0.00% 14.63% 3.61% 16.67% 0.00% 5.88% 8.82% 53.57% Matrix Key: A : ambient B : blues C : classical D : electronic E : ethnic F : folk G : jazz H : new_age I : punk J : rock Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 11.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 28.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 78.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 59.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 68.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 16.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 17.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 13.50 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 30.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 45.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.34 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.99 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.73 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.67 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.77 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.40 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.90 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.54 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for AG_Mandel_mt -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy AG_Mandel_mt: 67.65% Standard Deviation: 0.00 Overall Accuracy (normalised for class sizes) AG_Mandel_mt: 63.99% Standard Deviation: 0.00 Hierachical Accuracy: 71.96% Standard Deviation: 0.00 Hierachical Accuracy (normalised for class sizes): 0.6963219214732597% Standard Deviation: 0.00 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 4 0 0 10 2 1 0 5 1 3 B 0 28 0 0 0 0 0 0 0 0 C 0 0 78 0 0 0 0 0 0 0 D 13 1 1 54 9 2 2 8 1 23 E 15 1 0 4 68 2 3 12 0 12 F 0 0 0 0 0 15 0 0 0 0 G 0 0 0 1 0 0 17 0 0 1 H 2 0 0 1 1 0 0 7 0 0 I 0 0 0 0 0 0 0 0 29 0 J 0 4 0 12 3 4 0 2 3 45 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 11.76% 0.00% 0.00% 12.20% 2.41% 4.17% 0.00% 14.71% 2.94% 3.57% B 0.00% 82.35% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 98.73% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 38.24% 2.94% 1.27% 65.85% 10.84% 8.33% 9.09% 23.53% 2.94% 27.38% E 44.12% 2.94% 0.00% 4.88% 81.93% 8.33% 13.64% 35.29% 0.00% 14.29% F 0.00% 0.00% 0.00% 0.00% 0.00% 62.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 1.22% 0.00% 0.00% 77.27% 0.00% 0.00% 1.19% H 5.88% 0.00% 0.00% 1.22% 1.20% 0.00% 0.00% 20.59% 0.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 85.29% 0.00% J 0.00% 11.76% 0.00% 14.63% 3.61% 16.67% 0.00% 5.88% 8.82% 53.57% Matrix Key: A : ambient B : blues C : classical D : electronic E : ethnic F : folk G : jazz H : new_age I : punk J : rock Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 11.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 28.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 78.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 59.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 68.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 16.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 17.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 13.50 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 30.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 45.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.34 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.99 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.73 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.67 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.77 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.40 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.90 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.54 --------------------------------------------------------------------------------