================================================================================ Model name: AG_ahrendt_mt Number of iterations = 1 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 60.98% Accuracy (normalised for class sizes): 57.15% Hierachical Accuracy: 64.61% Hierachical Accuracy (normalised for class sizes): 61.40% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 20 0 0 3 0 0 0 6 0 2 B 0 30 0 0 0 3 1 1 0 1 C 3 0 70 1 12 2 0 6 0 2 D 3 1 0 50 9 3 5 6 0 15 E 3 0 9 8 40 2 2 8 0 0 F 0 0 0 1 5 9 0 0 0 3 G 2 1 0 0 1 0 6 0 0 0 H 1 0 0 0 1 0 0 1 0 1 I 0 0 0 1 0 1 1 0 33 8 J 2 2 0 18 15 4 7 6 1 52 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 58.82% 0.00% 0.00% 3.66% 0.00% 0.00% 0.00% 17.65% 0.00% 2.38% B 0.00% 88.24% 0.00% 0.00% 0.00% 12.50% 4.55% 2.94% 0.00% 1.19% C 8.82% 0.00% 88.61% 1.22% 14.46% 8.33% 0.00% 17.65% 0.00% 2.38% D 8.82% 2.94% 0.00% 60.98% 10.84% 12.50% 22.73% 17.65% 0.00% 17.86% E 8.82% 0.00% 11.39% 9.76% 48.19% 8.33% 9.09% 23.53% 0.00% 0.00% F 0.00% 0.00% 0.00% 1.22% 6.02% 37.50% 0.00% 0.00% 0.00% 3.57% G 5.88% 2.94% 0.00% 0.00% 1.20% 0.00% 27.27% 0.00% 0.00% 0.00% H 2.94% 0.00% 0.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 1.19% I 0.00% 0.00% 0.00% 1.22% 0.00% 4.17% 4.55% 0.00% 97.06% 9.52% J 5.88% 5.88% 0.00% 21.95% 18.07% 16.67% 31.82% 17.65% 2.94% 61.90% 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 22.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 30.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 70.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 51.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 42.50 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 10.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 6.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 33.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 56.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.90 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.63 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.51 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.42 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.30 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.21 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.99 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.67 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for AG_ahrendt_mt -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy AG_ahrendt_mt: 60.98% Standard Deviation: 0.00 Overall Accuracy (normalised for class sizes) AG_ahrendt_mt: 57.15% Standard Deviation: 0.00 Hierachical Accuracy: 64.61% Standard Deviation: 0.00 Hierachical Accuracy (normalised for class sizes): 0.6140254919060916% Standard Deviation: 0.00 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 20 0 0 3 0 0 0 6 0 2 B 0 30 0 0 0 3 1 1 0 1 C 3 0 70 1 12 2 0 6 0 2 D 3 1 0 50 9 3 5 6 0 15 E 3 0 9 8 40 2 2 8 0 0 F 0 0 0 1 5 9 0 0 0 3 G 2 1 0 0 1 0 6 0 0 0 H 1 0 0 0 1 0 0 1 0 1 I 0 0 0 1 0 1 1 0 33 8 J 2 2 0 18 15 4 7 6 1 52 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 58.82% 0.00% 0.00% 3.66% 0.00% 0.00% 0.00% 17.65% 0.00% 2.38% B 0.00% 88.24% 0.00% 0.00% 0.00% 12.50% 4.55% 2.94% 0.00% 1.19% C 8.82% 0.00% 88.61% 1.22% 14.46% 8.33% 0.00% 17.65% 0.00% 2.38% D 8.82% 2.94% 0.00% 60.98% 10.84% 12.50% 22.73% 17.65% 0.00% 17.86% E 8.82% 0.00% 11.39% 9.76% 48.19% 8.33% 9.09% 23.53% 0.00% 0.00% F 0.00% 0.00% 0.00% 1.22% 6.02% 37.50% 0.00% 0.00% 0.00% 3.57% G 5.88% 2.94% 0.00% 0.00% 1.20% 0.00% 27.27% 0.00% 0.00% 0.00% H 2.94% 0.00% 0.00% 0.00% 1.20% 0.00% 0.00% 2.94% 0.00% 1.19% I 0.00% 0.00% 0.00% 1.22% 0.00% 4.17% 4.55% 0.00% 97.06% 9.52% J 5.88% 5.88% 0.00% 21.95% 18.07% 16.67% 31.82% 17.65% 2.94% 61.90% 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 22.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 30.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 70.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 51.50 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 42.50 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 10.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 6.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 33.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 56.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.90 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.63 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.51 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.42 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.30 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.21 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.99 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.67 --------------------------------------------------------------------------------