================================================================================ Model name: nicolas_scaringella_audio_genre_classification_1 Number of iterations = 1 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 66.14% Accuracy (normalised for class sizes): 67.12% Hierachical Accuracy: 70.47% Hierachical Accuracy (normalised for class sizes): 72.30% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 18 0 0 6 4 0 0 9 0 5 B 0 26 0 0 0 1 0 0 0 3 C 1 0 77 0 7 0 0 0 0 0 D 2 0 0 44 5 1 1 2 0 16 E 1 0 0 6 49 3 1 7 0 0 F 0 2 0 1 3 15 0 1 0 2 G 0 1 0 3 5 1 18 3 0 5 H 10 0 0 4 4 2 1 11 0 5 I 0 0 0 0 0 1 0 0 34 4 J 2 5 0 18 6 0 1 1 0 44 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 52.94% 0.00% 0.00% 7.32% 4.82% 0.00% 0.00% 26.47% 0.00% 5.95% B 0.00% 76.47% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 0.00% 3.57% C 2.94% 0.00% 100.00% 0.00% 8.43% 0.00% 0.00% 0.00% 0.00% 0.00% D 5.88% 0.00% 0.00% 53.66% 6.02% 4.17% 4.55% 5.88% 0.00% 19.05% E 2.94% 0.00% 0.00% 7.32% 59.04% 12.50% 4.55% 20.59% 0.00% 0.00% F 0.00% 5.88% 0.00% 1.22% 3.61% 62.50% 0.00% 2.94% 0.00% 2.38% G 0.00% 2.94% 0.00% 3.66% 6.02% 4.17% 81.82% 8.82% 0.00% 5.95% H 29.41% 0.00% 0.00% 4.88% 4.82% 8.33% 4.55% 32.35% 0.00% 5.95% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 100.00% 4.76% J 5.88% 14.71% 0.00% 21.95% 7.23% 0.00% 4.55% 2.94% 0.00% 52.38% 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 24.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 26.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 77.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 49.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 50.50 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 16.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 18.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 16.50 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 34.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 46.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.71 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.78 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 0.60 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.61 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.69 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.49 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.55 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for nicolas_scaringella_audio_genre_classification_1 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy nicolas_scaringella_audio_genre_classification_1: 66.14% Standard Deviation: 0.00 Overall Accuracy (normalised for class sizes) nicolas_scaringella_audio_genre_classification_1: 67.12% Standard Deviation: 0.00 Hierachical Accuracy: 70.47% Standard Deviation: 0.00 Hierachical Accuracy (normalised for class sizes): 0.72298838116445% Standard Deviation: 0.00 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 18 0 0 6 4 0 0 9 0 5 B 0 26 0 0 0 1 0 0 0 3 C 1 0 77 0 7 0 0 0 0 0 D 2 0 0 44 5 1 1 2 0 16 E 1 0 0 6 49 3 1 7 0 0 F 0 2 0 1 3 15 0 1 0 2 G 0 1 0 3 5 1 18 3 0 5 H 10 0 0 4 4 2 1 11 0 5 I 0 0 0 0 0 1 0 0 34 4 J 2 5 0 18 6 0 1 1 0 44 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 52.94% 0.00% 0.00% 7.32% 4.82% 0.00% 0.00% 26.47% 0.00% 5.95% B 0.00% 76.47% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 0.00% 3.57% C 2.94% 0.00% 100.00% 0.00% 8.43% 0.00% 0.00% 0.00% 0.00% 0.00% D 5.88% 0.00% 0.00% 53.66% 6.02% 4.17% 4.55% 5.88% 0.00% 19.05% E 2.94% 0.00% 0.00% 7.32% 59.04% 12.50% 4.55% 20.59% 0.00% 0.00% F 0.00% 5.88% 0.00% 1.22% 3.61% 62.50% 0.00% 2.94% 0.00% 2.38% G 0.00% 2.94% 0.00% 3.66% 6.02% 4.17% 81.82% 8.82% 0.00% 5.95% H 29.41% 0.00% 0.00% 4.88% 4.82% 8.33% 4.55% 32.35% 0.00% 5.95% I 0.00% 0.00% 0.00% 0.00% 0.00% 4.17% 0.00% 0.00% 100.00% 4.76% J 5.88% 14.71% 0.00% 21.95% 7.23% 0.00% 4.55% 2.94% 0.00% 52.38% 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 24.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 26.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 77.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 49.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 50.50 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 16.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 18.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 16.50 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 34.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 46.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.71 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.78 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 0.60 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.61 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.69 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.49 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.55 --------------------------------------------------------------------------------