================================================================================ Model name: ac_mandel_2_spec Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 53.46% Accuracy (normalised for class sizes): 53.46% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 64 10 12 2 9 14 3 10 10 9 13 B 2 32 6 1 7 1 6 5 1 6 0 C 2 2 34 4 6 2 0 7 4 4 1 D 0 6 8 67 6 0 0 5 4 4 0 E 0 16 7 3 38 1 2 4 4 4 2 F 5 2 1 0 0 40 3 1 10 4 8 G 1 1 2 0 3 5 59 1 8 4 3 H 1 2 2 1 5 3 4 39 4 7 1 I 4 7 2 1 5 9 4 5 30 1 5 J 0 4 10 5 5 1 2 5 4 40 0 K 5 2 0 0 0 8 1 2 5 1 51 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 76.19% 11.90% 14.29% 2.38% 10.71% 16.67% 3.57% 11.90% 11.90% 10.71% 15.48% B 2.38% 38.10% 7.14% 1.19% 8.33% 1.19% 7.14% 5.95% 1.19% 7.14% 0.00% C 2.38% 2.38% 40.48% 4.76% 7.14% 2.38% 0.00% 8.33% 4.76% 4.76% 1.19% D 0.00% 7.14% 9.52% 79.76% 7.14% 0.00% 0.00% 5.95% 4.76% 4.76% 0.00% E 0.00% 19.05% 8.33% 3.57% 45.24% 1.19% 2.38% 4.76% 4.76% 4.76% 2.38% F 5.95% 2.38% 1.19% 0.00% 0.00% 47.62% 3.57% 1.19% 11.90% 4.76% 9.52% G 1.19% 1.19% 2.38% 0.00% 3.57% 5.95% 70.24% 1.19% 9.52% 4.76% 3.57% H 1.19% 2.38% 2.38% 1.19% 5.95% 3.57% 4.76% 46.43% 4.76% 8.33% 1.19% I 4.76% 8.33% 2.38% 1.19% 5.95% 10.71% 4.76% 5.95% 35.71% 1.19% 5.95% J 0.00% 4.76% 11.90% 5.95% 5.95% 1.19% 2.38% 5.95% 4.76% 47.62% 0.00% K 5.95% 2.38% 0.00% 0.00% 0.00% 9.52% 1.19% 2.38% 5.95% 1.19% 60.71% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 50.65% Accuracy (normalised for class sizes): 50.65% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 56 15 7 2 13 10 4 5 16 10 10 B 0 29 7 4 4 1 2 8 5 9 3 C 1 1 32 7 5 1 0 6 2 5 1 D 0 5 8 64 4 0 0 6 1 10 0 E 2 13 9 4 40 1 5 4 5 6 0 F 8 0 1 0 1 47 3 4 9 1 16 G 1 6 2 1 5 1 50 3 6 4 1 H 3 2 10 0 6 1 5 39 5 4 1 I 3 6 5 0 1 6 11 7 32 6 2 J 1 5 3 2 5 0 3 2 1 29 0 K 9 2 0 0 0 16 1 0 2 0 50 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 66.67% 17.86% 8.33% 2.38% 15.48% 11.90% 4.76% 5.95% 19.05% 11.90% 11.90% B 0.00% 34.52% 8.33% 4.76% 4.76% 1.19% 2.38% 9.52% 5.95% 10.71% 3.57% C 1.19% 1.19% 38.10% 8.33% 5.95% 1.19% 0.00% 7.14% 2.38% 5.95% 1.19% D 0.00% 5.95% 9.52% 76.19% 4.76% 0.00% 0.00% 7.14% 1.19% 11.90% 0.00% E 2.38% 15.48% 10.71% 4.76% 47.62% 1.19% 5.95% 4.76% 5.95% 7.14% 0.00% F 9.52% 0.00% 1.19% 0.00% 1.19% 55.95% 3.57% 4.76% 10.71% 1.19% 19.05% G 1.19% 7.14% 2.38% 1.19% 5.95% 1.19% 59.52% 3.57% 7.14% 4.76% 1.19% H 3.57% 2.38% 11.90% 0.00% 7.14% 1.19% 5.95% 46.43% 5.95% 4.76% 1.19% I 3.57% 7.14% 5.95% 0.00% 1.19% 7.14% 13.10% 8.33% 38.10% 7.14% 2.38% J 1.19% 5.95% 3.57% 2.38% 5.95% 0.00% 3.57% 2.38% 1.19% 34.52% 0.00% K 10.71% 2.38% 0.00% 0.00% 0.00% 19.05% 1.19% 0.00% 2.38% 0.00% 59.52% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 51.95% Accuracy (normalised for class sizes): 51.95% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 60 7 5 4 6 10 2 5 8 9 15 B 0 35 7 3 9 0 4 6 8 5 1 C 3 6 31 2 6 2 1 4 1 2 0 D 0 6 11 69 4 0 0 1 1 8 1 E 1 10 5 1 32 2 4 4 2 7 0 F 5 1 3 1 1 44 2 2 12 1 4 G 2 6 1 0 4 3 52 7 17 4 1 H 2 5 10 1 9 1 8 46 7 8 2 I 1 6 5 2 7 5 6 2 22 6 3 J 1 1 5 1 2 0 3 6 2 32 0 K 9 1 1 0 4 17 2 1 4 2 57 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 71.43% 8.33% 5.95% 4.76% 7.14% 11.90% 2.38% 5.95% 9.52% 10.71% 17.86% B 0.00% 41.67% 8.33% 3.57% 10.71% 0.00% 4.76% 7.14% 9.52% 5.95% 1.19% C 3.57% 7.14% 36.90% 2.38% 7.14% 2.38% 1.19% 4.76% 1.19% 2.38% 0.00% D 0.00% 7.14% 13.10% 82.14% 4.76% 0.00% 0.00% 1.19% 1.19% 9.52% 1.19% E 1.19% 11.90% 5.95% 1.19% 38.10% 2.38% 4.76% 4.76% 2.38% 8.33% 0.00% F 5.95% 1.19% 3.57% 1.19% 1.19% 52.38% 2.38% 2.38% 14.29% 1.19% 4.76% G 2.38% 7.14% 1.19% 0.00% 4.76% 3.57% 61.90% 8.33% 20.24% 4.76% 1.19% H 2.38% 5.95% 11.90% 1.19% 10.71% 1.19% 9.52% 54.76% 8.33% 9.52% 2.38% I 1.19% 7.14% 5.95% 2.38% 8.33% 5.95% 7.14% 2.38% 26.19% 7.14% 3.57% J 1.19% 1.19% 5.95% 1.19% 2.38% 0.00% 3.57% 7.14% 2.38% 38.10% 0.00% K 10.71% 1.19% 1.19% 0.00% 4.76% 20.24% 2.38% 1.19% 4.76% 2.38% 67.86% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for ac_mandel_2_spec -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_mandel_2_spec: 52.02% Standard Deviation: 0.66 Overall Accuracy (normalised for class sizes) ac_mandel_2_spec: 52.02% Standard Deviation: 0.66 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 180 32 24 8 28 34 9 20 34 28 38 B 2 96 20 8 20 2 12 19 14 20 4 C 6 9 97 13 17 5 1 17 7 11 2 D 0 17 27 200 14 0 0 12 6 22 1 E 3 39 21 8 110 4 11 12 11 17 2 F 18 3 5 1 2 131 8 7 31 6 28 G 4 13 5 1 12 9 161 11 31 12 5 H 6 9 22 2 20 5 17 124 16 19 4 I 8 19 12 3 13 20 21 14 84 13 10 J 2 10 18 8 12 1 8 13 7 101 0 K 23 5 1 0 4 41 4 3 11 3 158 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 71.43% 12.70% 9.52% 3.17% 11.11% 13.49% 3.57% 7.94% 13.49% 11.11% 15.08% B 0.79% 38.10% 7.94% 3.17% 7.94% 0.79% 4.76% 7.54% 5.56% 7.94% 1.59% C 2.38% 3.57% 38.49% 5.16% 6.75% 1.98% 0.40% 6.75% 2.78% 4.37% 0.79% D 0.00% 6.75% 10.71% 79.37% 5.56% 0.00% 0.00% 4.76% 2.38% 8.73% 0.40% E 1.19% 15.48% 8.33% 3.17% 43.65% 1.59% 4.37% 4.76% 4.37% 6.75% 0.79% F 7.14% 1.19% 1.98% 0.40% 0.79% 51.98% 3.17% 2.78% 12.30% 2.38% 11.11% G 1.59% 5.16% 1.98% 0.40% 4.76% 3.57% 63.89% 4.37% 12.30% 4.76% 1.98% H 2.38% 3.57% 8.73% 0.79% 7.94% 1.98% 6.75% 49.21% 6.35% 7.54% 1.59% I 3.17% 7.54% 4.76% 1.19% 5.16% 7.94% 8.33% 5.56% 33.33% 5.16% 3.97% J 0.79% 3.97% 7.14% 3.17% 4.76% 0.40% 3.17% 5.16% 2.78% 40.08% 0.00% K 9.13% 1.98% 0.40% 0.00% 1.59% 16.27% 1.59% 1.19% 4.37% 1.19% 62.70% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------