================================================================================ Model name: ac_mandel_1 Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 48.59% Accuracy (normalised for class sizes): 48.59% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 62 9 8 5 9 13 3 5 8 6 12 B 2 24 1 3 7 3 9 6 3 4 0 C 0 3 29 5 5 2 1 8 1 4 2 D 0 11 18 66 9 0 0 8 4 9 0 E 1 13 8 0 38 1 2 8 0 5 1 F 6 0 1 0 0 34 4 2 14 1 11 G 0 6 1 0 2 5 48 5 7 4 3 H 2 4 6 1 6 6 4 31 6 9 1 I 4 7 0 0 3 10 11 6 32 5 3 J 1 5 12 4 4 1 1 4 2 35 1 K 6 2 0 0 1 9 1 1 7 2 50 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 73.81% 10.71% 9.52% 5.95% 10.71% 15.48% 3.57% 5.95% 9.52% 7.14% 14.29% B 2.38% 28.57% 1.19% 3.57% 8.33% 3.57% 10.71% 7.14% 3.57% 4.76% 0.00% C 0.00% 3.57% 34.52% 5.95% 5.95% 2.38% 1.19% 9.52% 1.19% 4.76% 2.38% D 0.00% 13.10% 21.43% 78.57% 10.71% 0.00% 0.00% 9.52% 4.76% 10.71% 0.00% E 1.19% 15.48% 9.52% 0.00% 45.24% 1.19% 2.38% 9.52% 0.00% 5.95% 1.19% F 7.14% 0.00% 1.19% 0.00% 0.00% 40.48% 4.76% 2.38% 16.67% 1.19% 13.10% G 0.00% 7.14% 1.19% 0.00% 2.38% 5.95% 57.14% 5.95% 8.33% 4.76% 3.57% H 2.38% 4.76% 7.14% 1.19% 7.14% 7.14% 4.76% 36.90% 7.14% 10.71% 1.19% I 4.76% 8.33% 0.00% 0.00% 3.57% 11.90% 13.10% 7.14% 38.10% 5.95% 3.57% J 1.19% 5.95% 14.29% 4.76% 4.76% 1.19% 1.19% 4.76% 2.38% 41.67% 1.19% K 7.14% 2.38% 0.00% 0.00% 1.19% 10.71% 1.19% 1.19% 8.33% 2.38% 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 2 Accuracy: 47.73% Accuracy (normalised for class sizes): 47.73% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 56 9 7 4 8 8 10 8 11 3 10 B 1 30 6 4 5 1 6 5 11 7 2 C 2 0 27 7 5 2 1 9 1 9 0 D 0 7 10 61 9 0 1 7 1 13 0 E 3 13 12 3 37 1 2 4 5 7 0 F 8 1 0 0 2 40 3 3 8 0 19 G 1 10 1 0 5 1 46 3 6 5 1 H 4 3 10 3 7 3 5 37 3 5 2 I 1 7 5 0 2 9 6 5 32 5 5 J 1 4 5 2 3 0 1 3 1 30 0 K 7 0 1 0 1 19 3 0 5 0 45 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 66.67% 10.71% 8.33% 4.76% 9.52% 9.52% 11.90% 9.52% 13.10% 3.57% 11.90% B 1.19% 35.71% 7.14% 4.76% 5.95% 1.19% 7.14% 5.95% 13.10% 8.33% 2.38% C 2.38% 0.00% 32.14% 8.33% 5.95% 2.38% 1.19% 10.71% 1.19% 10.71% 0.00% D 0.00% 8.33% 11.90% 72.62% 10.71% 0.00% 1.19% 8.33% 1.19% 15.48% 0.00% E 3.57% 15.48% 14.29% 3.57% 44.05% 1.19% 2.38% 4.76% 5.95% 8.33% 0.00% F 9.52% 1.19% 0.00% 0.00% 2.38% 47.62% 3.57% 3.57% 9.52% 0.00% 22.62% G 1.19% 11.90% 1.19% 0.00% 5.95% 1.19% 54.76% 3.57% 7.14% 5.95% 1.19% H 4.76% 3.57% 11.90% 3.57% 8.33% 3.57% 5.95% 44.05% 3.57% 5.95% 2.38% I 1.19% 8.33% 5.95% 0.00% 2.38% 10.71% 7.14% 5.95% 38.10% 5.95% 5.95% J 1.19% 4.76% 5.95% 2.38% 3.57% 0.00% 1.19% 3.57% 1.19% 35.71% 0.00% K 8.33% 0.00% 1.19% 0.00% 1.19% 22.62% 3.57% 0.00% 5.95% 0.00% 53.57% 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: 47.19% Accuracy (normalised for class sizes): 47.19% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 52 10 3 3 4 8 3 7 7 8 12 B 1 28 6 4 13 0 3 8 9 7 3 C 1 3 27 3 4 2 2 3 2 2 1 D 0 9 14 63 6 0 0 5 2 9 1 E 4 11 7 4 36 2 4 10 2 7 0 F 5 1 3 1 3 40 1 1 14 1 9 G 2 5 1 0 6 1 53 4 16 3 3 H 5 5 11 2 3 1 7 36 5 9 2 I 5 7 5 2 5 9 7 1 21 5 5 J 1 5 3 2 3 1 2 8 2 32 0 K 8 0 4 0 1 20 2 1 4 1 48 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 61.90% 11.90% 3.57% 3.57% 4.76% 9.52% 3.57% 8.33% 8.33% 9.52% 14.29% B 1.19% 33.33% 7.14% 4.76% 15.48% 0.00% 3.57% 9.52% 10.71% 8.33% 3.57% C 1.19% 3.57% 32.14% 3.57% 4.76% 2.38% 2.38% 3.57% 2.38% 2.38% 1.19% D 0.00% 10.71% 16.67% 75.00% 7.14% 0.00% 0.00% 5.95% 2.38% 10.71% 1.19% E 4.76% 13.10% 8.33% 4.76% 42.86% 2.38% 4.76% 11.90% 2.38% 8.33% 0.00% F 5.95% 1.19% 3.57% 1.19% 3.57% 47.62% 1.19% 1.19% 16.67% 1.19% 10.71% G 2.38% 5.95% 1.19% 0.00% 7.14% 1.19% 63.10% 4.76% 19.05% 3.57% 3.57% H 5.95% 5.95% 13.10% 2.38% 3.57% 1.19% 8.33% 42.86% 5.95% 10.71% 2.38% I 5.95% 8.33% 5.95% 2.38% 5.95% 10.71% 8.33% 1.19% 25.00% 5.95% 5.95% J 1.19% 5.95% 3.57% 2.38% 3.57% 1.19% 2.38% 9.52% 2.38% 38.10% 0.00% K 9.52% 0.00% 4.76% 0.00% 1.19% 23.81% 2.38% 1.19% 4.76% 1.19% 57.14% 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_1 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_mandel_1: 47.84% Standard Deviation: 0.33 Overall Accuracy (normalised for class sizes) ac_mandel_1: 47.84% Standard Deviation: 0.33 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 170 28 18 12 21 29 16 20 26 17 34 B 4 82 13 11 25 4 18 19 23 18 5 C 3 6 83 15 14 6 4 20 4 15 3 D 0 27 42 190 24 0 1 20 7 31 1 E 8 37 27 7 111 4 8 22 7 19 1 F 19 2 4 1 5 114 8 6 36 2 39 G 3 21 3 0 13 7 147 12 29 12 7 H 11 12 27 6 16 10 16 104 14 23 5 I 10 21 10 2 10 28 24 12 85 15 13 J 3 14 20 8 10 2 4 15 5 97 1 K 21 2 5 0 3 48 6 2 16 3 143 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 67.46% 11.11% 7.14% 4.76% 8.33% 11.51% 6.35% 7.94% 10.32% 6.75% 13.49% B 1.59% 32.54% 5.16% 4.37% 9.92% 1.59% 7.14% 7.54% 9.13% 7.14% 1.98% C 1.19% 2.38% 32.94% 5.95% 5.56% 2.38% 1.59% 7.94% 1.59% 5.95% 1.19% D 0.00% 10.71% 16.67% 75.40% 9.52% 0.00% 0.40% 7.94% 2.78% 12.30% 0.40% E 3.17% 14.68% 10.71% 2.78% 44.05% 1.59% 3.17% 8.73% 2.78% 7.54% 0.40% F 7.54% 0.79% 1.59% 0.40% 1.98% 45.24% 3.17% 2.38% 14.29% 0.79% 15.48% G 1.19% 8.33% 1.19% 0.00% 5.16% 2.78% 58.33% 4.76% 11.51% 4.76% 2.78% H 4.37% 4.76% 10.71% 2.38% 6.35% 3.97% 6.35% 41.27% 5.56% 9.13% 1.98% I 3.97% 8.33% 3.97% 0.79% 3.97% 11.11% 9.52% 4.76% 33.73% 5.95% 5.16% J 1.19% 5.56% 7.94% 3.17% 3.97% 0.79% 1.59% 5.95% 1.98% 38.49% 0.40% K 8.33% 0.79% 1.98% 0.00% 1.19% 19.05% 2.38% 0.79% 6.35% 1.19% 56.75% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------