================================================================================ Model name: AG_bergstra_1_mt Number of iterations = 1 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 74.71% Accuracy (normalised for class sizes): 68.73% Hierachical Accuracy: 77.25% Hierachical Accuracy (normalised for class sizes): 72.13% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 26 0 0 3 2 0 0 5 0 2 B 0 28 0 0 0 0 0 0 0 0 C 0 0 79 0 1 0 0 1 0 1 D 2 0 0 64 2 3 0 3 0 12 E 3 2 0 6 64 3 4 12 0 5 F 0 0 0 0 1 9 0 0 0 0 G 0 0 0 0 0 0 9 0 0 0 H 2 0 0 0 1 0 2 12 0 1 I 0 0 0 0 0 1 0 0 30 3 J 1 4 0 9 12 8 7 1 4 60 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 76.47% 0.00% 0.00% 3.66% 2.41% 0.00% 0.00% 14.71% 0.00% 2.38% 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% 100.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 1.19% D 5.88% 0.00% 0.00% 78.05% 2.41% 12.50% 0.00% 8.82% 0.00% 14.29% E 8.82% 5.88% 0.00% 7.32% 77.11% 12.50% 18.18% 35.29% 0.00% 5.95% F 0.00% 0.00% 0.00% 0.00% 1.20% 37.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 40.91% 0.00% 0.00% 0.00% H 5.88% 0.00% 0.00% 0.00% 1.20% 0.00% 9.09% 35.29% 0.00% 1.19% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 88.24% 3.57% J 2.94% 11.76% 0.00% 10.98% 14.46% 33.33% 31.82% 2.94% 11.76% 71.43% 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 28.00 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 65.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 64.50 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 9.00 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 32.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 61.50 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 0.82 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 0.78 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 0.41 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 0.94 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.73 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for AG_bergstra_1_mt -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy AG_bergstra_1_mt: 74.71% Standard Deviation: 0.00 Overall Accuracy (normalised for class sizes) AG_bergstra_1_mt: 68.73% Standard Deviation: 0.00 Hierachical Accuracy: 77.25% Standard Deviation: 0.00 Hierachical Accuracy (normalised for class sizes): 0.7213446217185349% Standard Deviation: 0.00 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 26 0 0 3 2 0 0 5 0 2 B 0 28 0 0 0 0 0 0 0 0 C 0 0 79 0 1 0 0 1 0 1 D 2 0 0 64 2 3 0 3 0 12 E 3 2 0 6 64 3 4 12 0 5 F 0 0 0 0 1 9 0 0 0 0 G 0 0 0 0 0 0 9 0 0 0 H 2 0 0 0 1 0 2 12 0 1 I 0 0 0 0 0 1 0 0 30 3 J 1 4 0 9 12 8 7 1 4 60 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 76.47% 0.00% 0.00% 3.66% 2.41% 0.00% 0.00% 14.71% 0.00% 2.38% 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% 100.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 1.19% D 5.88% 0.00% 0.00% 78.05% 2.41% 12.50% 0.00% 8.82% 0.00% 14.29% E 8.82% 5.88% 0.00% 7.32% 77.11% 12.50% 18.18% 35.29% 0.00% 5.95% F 0.00% 0.00% 0.00% 0.00% 1.20% 37.50% 0.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 40.91% 0.00% 0.00% 0.00% H 5.88% 0.00% 0.00% 0.00% 1.20% 0.00% 9.09% 35.29% 0.00% 1.19% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 88.24% 3.57% J 2.94% 11.76% 0.00% 10.98% 14.46% 33.33% 31.82% 2.94% 11.76% 71.43% 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 28.00 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 65.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 64.50 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 9.00 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 32.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 61.50 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 0.82 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 0.78 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 0.41 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 0.94 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.73 --------------------------------------------------------------------------------