================================================================================ Model name: ac_tzan Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 46.65% Accuracy (normalised for class sizes): 46.65% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 47 0 6 0 2 14 1 2 6 0 9 B 4 41 6 8 6 2 12 10 5 6 0 C 0 5 20 2 6 2 0 12 2 12 1 D 0 7 21 65 18 1 1 7 6 14 1 E 6 20 10 2 41 6 8 9 2 6 2 F 5 0 3 0 0 29 1 3 16 1 11 G 1 3 2 0 1 2 48 2 9 6 1 H 5 2 4 0 4 4 1 32 2 11 1 I 1 3 2 0 3 9 10 5 27 2 3 J 1 0 10 7 1 1 1 1 3 26 0 K 14 3 0 0 2 14 1 1 6 0 55 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 55.95% 0.00% 7.14% 0.00% 2.38% 16.67% 1.19% 2.38% 7.14% 0.00% 10.71% B 4.76% 48.81% 7.14% 9.52% 7.14% 2.38% 14.29% 11.90% 5.95% 7.14% 0.00% C 0.00% 5.95% 23.81% 2.38% 7.14% 2.38% 0.00% 14.29% 2.38% 14.29% 1.19% D 0.00% 8.33% 25.00% 77.38% 21.43% 1.19% 1.19% 8.33% 7.14% 16.67% 1.19% E 7.14% 23.81% 11.90% 2.38% 48.81% 7.14% 9.52% 10.71% 2.38% 7.14% 2.38% F 5.95% 0.00% 3.57% 0.00% 0.00% 34.52% 1.19% 3.57% 19.05% 1.19% 13.10% G 1.19% 3.57% 2.38% 0.00% 1.19% 2.38% 57.14% 2.38% 10.71% 7.14% 1.19% H 5.95% 2.38% 4.76% 0.00% 4.76% 4.76% 1.19% 38.10% 2.38% 13.10% 1.19% I 1.19% 3.57% 2.38% 0.00% 3.57% 10.71% 11.90% 5.95% 32.14% 2.38% 3.57% J 1.19% 0.00% 11.90% 8.33% 1.19% 1.19% 1.19% 1.19% 3.57% 30.95% 0.00% K 16.67% 3.57% 0.00% 0.00% 2.38% 16.67% 1.19% 1.19% 7.14% 0.00% 65.48% 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: 42.42% Accuracy (normalised for class sizes): 42.42% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 49 1 5 1 2 13 4 3 10 2 9 B 1 27 8 5 12 1 10 5 11 8 4 C 2 2 20 3 1 1 0 3 1 9 1 D 0 10 15 69 14 0 0 8 3 29 0 E 2 16 17 3 32 6 5 13 5 5 1 F 8 2 1 0 3 30 2 4 8 0 11 G 1 12 1 1 5 2 46 1 14 4 3 H 6 6 8 0 7 4 6 38 6 6 2 I 5 8 3 0 3 13 9 4 20 4 9 J 0 0 5 2 0 1 0 3 1 17 0 K 10 0 1 0 5 13 2 2 5 0 44 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 58.33% 1.19% 5.95% 1.19% 2.38% 15.48% 4.76% 3.57% 11.90% 2.38% 10.71% B 1.19% 32.14% 9.52% 5.95% 14.29% 1.19% 11.90% 5.95% 13.10% 9.52% 4.76% C 2.38% 2.38% 23.81% 3.57% 1.19% 1.19% 0.00% 3.57% 1.19% 10.71% 1.19% D 0.00% 11.90% 17.86% 82.14% 16.67% 0.00% 0.00% 9.52% 3.57% 34.52% 0.00% E 2.38% 19.05% 20.24% 3.57% 38.10% 7.14% 5.95% 15.48% 5.95% 5.95% 1.19% F 9.52% 2.38% 1.19% 0.00% 3.57% 35.71% 2.38% 4.76% 9.52% 0.00% 13.10% G 1.19% 14.29% 1.19% 1.19% 5.95% 2.38% 54.76% 1.19% 16.67% 4.76% 3.57% H 7.14% 7.14% 9.52% 0.00% 8.33% 4.76% 7.14% 45.24% 7.14% 7.14% 2.38% I 5.95% 9.52% 3.57% 0.00% 3.57% 15.48% 10.71% 4.76% 23.81% 4.76% 10.71% J 0.00% 0.00% 5.95% 2.38% 0.00% 1.19% 0.00% 3.57% 1.19% 20.24% 0.00% K 11.90% 0.00% 1.19% 0.00% 5.95% 15.48% 2.38% 2.38% 5.95% 0.00% 52.38% 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: 44.70% Accuracy (normalised for class sizes): 44.70% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 47 1 3 1 0 13 3 2 4 1 6 B 0 40 7 8 11 1 4 5 11 3 3 C 1 0 18 2 0 2 0 6 1 6 1 D 0 11 20 67 9 1 1 7 1 24 1 E 6 10 12 3 39 4 9 18 3 9 4 F 7 1 5 0 2 32 1 1 11 2 4 G 2 10 2 0 4 5 45 5 18 6 10 H 9 4 9 0 8 4 12 33 6 8 3 I 4 4 4 3 5 4 6 4 22 5 2 J 2 3 3 0 2 0 2 3 0 20 0 K 6 0 1 0 4 18 1 0 7 0 50 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 55.95% 1.19% 3.57% 1.19% 0.00% 15.48% 3.57% 2.38% 4.76% 1.19% 7.14% B 0.00% 47.62% 8.33% 9.52% 13.10% 1.19% 4.76% 5.95% 13.10% 3.57% 3.57% C 1.19% 0.00% 21.43% 2.38% 0.00% 2.38% 0.00% 7.14% 1.19% 7.14% 1.19% D 0.00% 13.10% 23.81% 79.76% 10.71% 1.19% 1.19% 8.33% 1.19% 28.57% 1.19% E 7.14% 11.90% 14.29% 3.57% 46.43% 4.76% 10.71% 21.43% 3.57% 10.71% 4.76% F 8.33% 1.19% 5.95% 0.00% 2.38% 38.10% 1.19% 1.19% 13.10% 2.38% 4.76% G 2.38% 11.90% 2.38% 0.00% 4.76% 5.95% 53.57% 5.95% 21.43% 7.14% 11.90% H 10.71% 4.76% 10.71% 0.00% 9.52% 4.76% 14.29% 39.29% 7.14% 9.52% 3.57% I 4.76% 4.76% 4.76% 3.57% 5.95% 4.76% 7.14% 4.76% 26.19% 5.95% 2.38% J 2.38% 3.57% 3.57% 0.00% 2.38% 0.00% 2.38% 3.57% 0.00% 23.81% 0.00% K 7.14% 0.00% 1.19% 0.00% 4.76% 21.43% 1.19% 0.00% 8.33% 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 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for ac_tzan -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_tzan: 44.59% Standard Deviation: 1.00 Overall Accuracy (normalised for class sizes) ac_tzan: 44.59% Standard Deviation: 1.00 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 143 2 14 2 4 40 8 7 20 3 24 B 5 108 21 21 29 4 26 20 27 17 7 C 3 7 58 7 7 5 0 21 4 27 3 D 0 28 56 201 41 2 2 22 10 67 2 E 14 46 39 8 112 16 22 40 10 20 7 F 20 3 9 0 5 91 4 8 35 3 26 G 4 25 5 1 10 9 139 8 41 16 14 H 20 12 21 0 19 12 19 103 14 25 6 I 10 15 9 3 11 26 25 13 69 11 14 J 3 3 18 9 3 2 3 7 4 63 0 K 30 3 2 0 11 45 4 3 18 0 149 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 56.75% 0.79% 5.56% 0.79% 1.59% 15.87% 3.17% 2.78% 7.94% 1.19% 9.52% B 1.98% 42.86% 8.33% 8.33% 11.51% 1.59% 10.32% 7.94% 10.71% 6.75% 2.78% C 1.19% 2.78% 23.02% 2.78% 2.78% 1.98% 0.00% 8.33% 1.59% 10.71% 1.19% D 0.00% 11.11% 22.22% 79.76% 16.27% 0.79% 0.79% 8.73% 3.97% 26.59% 0.79% E 5.56% 18.25% 15.48% 3.17% 44.44% 6.35% 8.73% 15.87% 3.97% 7.94% 2.78% F 7.94% 1.19% 3.57% 0.00% 1.98% 36.11% 1.59% 3.17% 13.89% 1.19% 10.32% G 1.59% 9.92% 1.98% 0.40% 3.97% 3.57% 55.16% 3.17% 16.27% 6.35% 5.56% H 7.94% 4.76% 8.33% 0.00% 7.54% 4.76% 7.54% 40.87% 5.56% 9.92% 2.38% I 3.97% 5.95% 3.57% 1.19% 4.37% 10.32% 9.92% 5.16% 27.38% 4.37% 5.56% J 1.19% 1.19% 7.14% 3.57% 1.19% 0.79% 1.19% 2.78% 1.59% 25.00% 0.00% K 11.90% 1.19% 0.79% 0.00% 4.37% 17.86% 1.59% 1.19% 7.14% 0.00% 59.13% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------