================================================================================ Model name: AG_bergstra_mt_2 Number of iterations = 1 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 75.10% Accuracy (normalised for class sizes): 69.49% Hierachical Accuracy: 77.75% Hierachical Accuracy (normalised for class sizes): 73.04% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 26 0 0 2 1 0 0 5 0 1 B 0 30 0 0 0 0 0 0 0 0 C 1 0 79 0 1 0 0 1 0 0 D 2 0 0 65 3 3 0 3 0 19 E 3 1 0 6 67 3 5 11 0 4 F 0 0 0 0 2 9 0 0 0 0 G 0 0 0 0 0 0 10 0 0 1 H 2 0 0 0 2 0 2 12 0 0 I 0 0 0 0 0 1 0 0 29 3 J 0 3 0 9 7 8 5 2 5 56 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 76.47% 0.00% 0.00% 2.44% 1.20% 0.00% 0.00% 14.71% 0.00% 1.19% B 0.00% 88.24% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% C 2.94% 0.00% 100.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 0.00% D 5.88% 0.00% 0.00% 79.27% 3.61% 12.50% 0.00% 8.82% 0.00% 22.62% E 8.82% 2.94% 0.00% 7.32% 80.72% 12.50% 22.73% 32.35% 0.00% 4.76% F 0.00% 0.00% 0.00% 0.00% 2.41% 37.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 45.45% 0.00% 0.00% 1.19% H 5.88% 0.00% 0.00% 0.00% 2.41% 0.00% 9.09% 35.29% 0.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 85.29% 3.57% J 0.00% 8.82% 0.00% 10.98% 8.43% 33.33% 22.73% 5.88% 14.71% 66.67% 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 28.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 30.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 79.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 66.00 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 10.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 10.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 16.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 31.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 57.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.80 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 0.44 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.45 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.47 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.93 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.68 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for AG_bergstra_mt_2 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy AG_bergstra_mt_2: 75.10% Standard Deviation: 0.00 Overall Accuracy (normalised for class sizes) AG_bergstra_mt_2: 69.49% Standard Deviation: 0.00 Hierachical Accuracy: 77.75% Standard Deviation: 0.00 Hierachical Accuracy (normalised for class sizes): 0.7303665597754075% Standard Deviation: 0.00 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 26 0 0 2 1 0 0 5 0 1 B 0 30 0 0 0 0 0 0 0 0 C 1 0 79 0 1 0 0 1 0 0 D 2 0 0 65 3 3 0 3 0 19 E 3 1 0 6 67 3 5 11 0 4 F 0 0 0 0 2 9 0 0 0 0 G 0 0 0 0 0 0 10 0 0 1 H 2 0 0 0 2 0 2 12 0 0 I 0 0 0 0 0 1 0 0 29 3 J 0 3 0 9 7 8 5 2 5 56 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 76.47% 0.00% 0.00% 2.44% 1.20% 0.00% 0.00% 14.71% 0.00% 1.19% B 0.00% 88.24% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% C 2.94% 0.00% 100.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 0.00% D 5.88% 0.00% 0.00% 79.27% 3.61% 12.50% 0.00% 8.82% 0.00% 22.62% E 8.82% 2.94% 0.00% 7.32% 80.72% 12.50% 22.73% 32.35% 0.00% 4.76% F 0.00% 0.00% 0.00% 0.00% 2.41% 37.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 45.45% 0.00% 0.00% 1.19% H 5.88% 0.00% 0.00% 0.00% 2.41% 0.00% 9.09% 35.29% 0.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 85.29% 3.57% J 0.00% 8.82% 0.00% 10.98% 8.43% 33.33% 22.73% 5.88% 14.71% 66.67% 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 28.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 30.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 79.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 66.00 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 10.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 10.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 16.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 31.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 57.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.80 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 0.44 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.45 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.47 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.93 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.68 --------------------------------------------------------------------------------