================================================================================ Model name: ac_lee Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 21.00% Accuracy (normalised for class sizes): 21.00% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 34 6 6 11 7 17 8 3 9 3 15 B 3 13 10 8 10 4 4 7 6 9 1 C 2 8 8 11 4 3 3 9 3 5 4 D 2 3 9 17 16 1 1 5 3 5 2 E 0 6 4 1 11 3 3 1 4 4 8 F 10 7 3 3 1 14 2 5 3 9 10 G 8 1 11 5 4 6 21 8 7 10 3 H 5 18 14 10 13 3 22 16 9 12 7 I 9 12 12 3 4 23 11 19 29 18 8 J 1 4 1 9 7 1 3 6 7 7 2 K 10 6 6 6 7 9 6 5 4 2 24 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 40.48% 7.14% 7.14% 13.10% 8.33% 20.24% 9.52% 3.57% 10.71% 3.57% 17.86% B 3.57% 15.48% 11.90% 9.52% 11.90% 4.76% 4.76% 8.33% 7.14% 10.71% 1.19% C 2.38% 9.52% 9.52% 13.10% 4.76% 3.57% 3.57% 10.71% 3.57% 5.95% 4.76% D 2.38% 3.57% 10.71% 20.24% 19.05% 1.19% 1.19% 5.95% 3.57% 5.95% 2.38% E 0.00% 7.14% 4.76% 1.19% 13.10% 3.57% 3.57% 1.19% 4.76% 4.76% 9.52% F 11.90% 8.33% 3.57% 3.57% 1.19% 16.67% 2.38% 5.95% 3.57% 10.71% 11.90% G 9.52% 1.19% 13.10% 5.95% 4.76% 7.14% 25.00% 9.52% 8.33% 11.90% 3.57% H 5.95% 21.43% 16.67% 11.90% 15.48% 3.57% 26.19% 19.05% 10.71% 14.29% 8.33% I 10.71% 14.29% 14.29% 3.57% 4.76% 27.38% 13.10% 22.62% 34.52% 21.43% 9.52% J 1.19% 4.76% 1.19% 10.71% 8.33% 1.19% 3.57% 7.14% 8.33% 8.33% 2.38% K 11.90% 7.14% 7.14% 7.14% 8.33% 10.71% 7.14% 5.95% 4.76% 2.38% 28.57% 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 2 Accuracy: 17.64% Accuracy (normalised for class sizes): 17.64% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 29 12 15 17 15 14 11 5 15 11 13 B 5 7 7 9 6 3 5 6 9 9 10 C 1 4 10 10 4 4 6 4 5 13 4 D 3 10 6 11 3 1 5 4 3 6 3 E 3 5 10 6 11 0 1 10 1 6 5 F 12 3 5 7 5 17 9 8 3 4 11 G 5 5 5 1 6 1 10 5 1 3 2 H 6 14 10 5 13 3 8 15 6 4 8 I 8 6 8 4 4 18 17 14 24 12 5 J 3 4 5 3 2 5 3 6 3 6 0 K 9 14 3 11 15 18 9 7 14 10 23 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 34.52% 14.29% 17.86% 20.24% 17.86% 16.67% 13.10% 5.95% 17.86% 13.10% 15.48% B 5.95% 8.33% 8.33% 10.71% 7.14% 3.57% 5.95% 7.14% 10.71% 10.71% 11.90% C 1.19% 4.76% 11.90% 11.90% 4.76% 4.76% 7.14% 4.76% 5.95% 15.48% 4.76% D 3.57% 11.90% 7.14% 13.10% 3.57% 1.19% 5.95% 4.76% 3.57% 7.14% 3.57% E 3.57% 5.95% 11.90% 7.14% 13.10% 0.00% 1.19% 11.90% 1.19% 7.14% 5.95% F 14.29% 3.57% 5.95% 8.33% 5.95% 20.24% 10.71% 9.52% 3.57% 4.76% 13.10% G 5.95% 5.95% 5.95% 1.19% 7.14% 1.19% 11.90% 5.95% 1.19% 3.57% 2.38% H 7.14% 16.67% 11.90% 5.95% 15.48% 3.57% 9.52% 17.86% 7.14% 4.76% 9.52% I 9.52% 7.14% 9.52% 4.76% 4.76% 21.43% 20.24% 16.67% 28.57% 14.29% 5.95% J 3.57% 4.76% 5.95% 3.57% 2.38% 5.95% 3.57% 7.14% 3.57% 7.14% 0.00% K 10.71% 16.67% 3.57% 13.10% 17.86% 21.43% 10.71% 8.33% 16.67% 11.90% 27.38% 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: 19.70% Accuracy (normalised for class sizes): 19.70% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 17 3 5 7 8 9 4 1 4 7 13 B 7 14 6 13 3 1 2 2 4 8 2 C 1 4 2 8 3 2 1 6 4 5 5 D 8 7 6 23 9 1 7 4 5 5 4 E 1 1 4 2 7 0 1 3 2 3 3 F 11 6 6 10 12 24 10 14 7 19 14 G 7 12 12 5 6 11 25 20 18 13 0 H 8 11 12 4 12 7 6 13 2 5 6 I 5 10 9 2 2 15 13 7 24 8 3 J 2 2 7 5 4 3 7 5 5 6 7 K 17 14 15 5 18 11 8 9 9 5 27 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 20.24% 3.57% 5.95% 8.33% 9.52% 10.71% 4.76% 1.19% 4.76% 8.33% 15.48% B 8.33% 16.67% 7.14% 15.48% 3.57% 1.19% 2.38% 2.38% 4.76% 9.52% 2.38% C 1.19% 4.76% 2.38% 9.52% 3.57% 2.38% 1.19% 7.14% 4.76% 5.95% 5.95% D 9.52% 8.33% 7.14% 27.38% 10.71% 1.19% 8.33% 4.76% 5.95% 5.95% 4.76% E 1.19% 1.19% 4.76% 2.38% 8.33% 0.00% 1.19% 3.57% 2.38% 3.57% 3.57% F 13.10% 7.14% 7.14% 11.90% 14.29% 28.57% 11.90% 16.67% 8.33% 22.62% 16.67% G 8.33% 14.29% 14.29% 5.95% 7.14% 13.10% 29.76% 23.81% 21.43% 15.48% 0.00% H 9.52% 13.10% 14.29% 4.76% 14.29% 8.33% 7.14% 15.48% 2.38% 5.95% 7.14% I 5.95% 11.90% 10.71% 2.38% 2.38% 17.86% 15.48% 8.33% 28.57% 9.52% 3.57% J 2.38% 2.38% 8.33% 5.95% 4.76% 3.57% 8.33% 5.95% 5.95% 7.14% 8.33% K 20.24% 16.67% 17.86% 5.95% 21.43% 13.10% 9.52% 10.71% 10.71% 5.95% 32.14% 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_lee -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_lee: 19.44% Standard Deviation: 0.80 Overall Accuracy (normalised for class sizes) ac_lee: 19.44% Standard Deviation: 0.80 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 80 21 26 35 30 40 23 9 28 21 41 B 15 34 23 30 19 8 11 15 19 26 13 C 4 16 20 29 11 9 10 19 12 23 13 D 13 20 21 51 28 3 13 13 11 16 9 E 4 12 18 9 29 3 5 14 7 13 16 F 33 16 14 20 18 55 21 27 13 32 35 G 20 18 28 11 16 18 56 33 26 26 5 H 19 43 36 19 38 13 36 44 17 21 21 I 22 28 29 9 10 56 41 40 77 38 16 J 6 10 13 17 13 9 13 17 15 19 9 K 36 34 24 22 40 38 23 21 27 17 74 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 31.75% 8.33% 10.32% 13.89% 11.90% 15.87% 9.13% 3.57% 11.11% 8.33% 16.27% B 5.95% 13.49% 9.13% 11.90% 7.54% 3.17% 4.37% 5.95% 7.54% 10.32% 5.16% C 1.59% 6.35% 7.94% 11.51% 4.37% 3.57% 3.97% 7.54% 4.76% 9.13% 5.16% D 5.16% 7.94% 8.33% 20.24% 11.11% 1.19% 5.16% 5.16% 4.37% 6.35% 3.57% E 1.59% 4.76% 7.14% 3.57% 11.51% 1.19% 1.98% 5.56% 2.78% 5.16% 6.35% F 13.10% 6.35% 5.56% 7.94% 7.14% 21.83% 8.33% 10.71% 5.16% 12.70% 13.89% G 7.94% 7.14% 11.11% 4.37% 6.35% 7.14% 22.22% 13.10% 10.32% 10.32% 1.98% H 7.54% 17.06% 14.29% 7.54% 15.08% 5.16% 14.29% 17.46% 6.75% 8.33% 8.33% I 8.73% 11.11% 11.51% 3.57% 3.97% 22.22% 16.27% 15.87% 30.56% 15.08% 6.35% J 2.38% 3.97% 5.16% 6.75% 5.16% 3.57% 5.16% 6.75% 5.95% 7.54% 3.57% K 14.29% 13.49% 9.52% 8.73% 15.87% 15.08% 9.13% 8.33% 10.71% 6.75% 29.37% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------