================================================================================ Model name: ac_imirsel_knn 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 66 0 0 0 0 12 2 9 9 5 9 B 1 28 7 5 5 4 4 7 2 3 5 C 2 16 44 9 11 6 4 9 4 12 0 D 0 5 7 67 8 1 1 7 4 10 0 E 6 10 6 0 33 3 2 5 3 2 3 F 3 3 5 0 5 31 0 2 15 2 4 G 1 5 4 0 8 8 53 3 11 6 9 H 2 11 7 1 9 8 11 36 10 15 5 I 1 3 2 0 2 8 7 2 21 4 2 J 0 2 2 1 1 1 0 2 1 25 2 K 2 1 0 1 2 2 0 2 4 0 45 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 78.57% 0.00% 0.00% 0.00% 0.00% 14.29% 2.38% 10.71% 10.71% 5.95% 10.71% B 1.19% 33.33% 8.33% 5.95% 5.95% 4.76% 4.76% 8.33% 2.38% 3.57% 5.95% C 2.38% 19.05% 52.38% 10.71% 13.10% 7.14% 4.76% 10.71% 4.76% 14.29% 0.00% D 0.00% 5.95% 8.33% 79.76% 9.52% 1.19% 1.19% 8.33% 4.76% 11.90% 0.00% E 7.14% 11.90% 7.14% 0.00% 39.29% 3.57% 2.38% 5.95% 3.57% 2.38% 3.57% F 3.57% 3.57% 5.95% 0.00% 5.95% 36.90% 0.00% 2.38% 17.86% 2.38% 4.76% G 1.19% 5.95% 4.76% 0.00% 9.52% 9.52% 63.10% 3.57% 13.10% 7.14% 10.71% H 2.38% 13.10% 8.33% 1.19% 10.71% 9.52% 13.10% 42.86% 11.90% 17.86% 5.95% I 1.19% 3.57% 2.38% 0.00% 2.38% 9.52% 8.33% 2.38% 25.00% 4.76% 2.38% J 0.00% 2.38% 2.38% 1.19% 1.19% 1.19% 0.00% 2.38% 1.19% 29.76% 2.38% K 2.38% 1.19% 0.00% 1.19% 2.38% 2.38% 0.00% 2.38% 4.76% 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 2 Accuracy: 49.68% Accuracy (normalised for class sizes): 49.68% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 59 0 4 0 1 5 1 4 10 1 14 B 0 28 1 3 2 1 2 1 5 1 3 C 3 3 29 8 4 1 0 7 0 7 1 D 1 7 7 62 3 0 0 3 3 14 1 E 1 19 12 4 39 5 3 7 9 7 2 F 4 4 4 0 5 52 6 6 7 2 15 G 1 3 3 1 5 3 47 3 14 2 1 H 11 11 17 1 12 6 10 45 13 10 1 I 3 7 1 1 4 6 12 4 20 6 1 J 1 2 5 4 7 0 1 4 0 33 0 K 0 0 1 0 2 5 2 0 3 1 45 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 70.24% 0.00% 4.76% 0.00% 1.19% 5.95% 1.19% 4.76% 11.90% 1.19% 16.67% B 0.00% 33.33% 1.19% 3.57% 2.38% 1.19% 2.38% 1.19% 5.95% 1.19% 3.57% C 3.57% 3.57% 34.52% 9.52% 4.76% 1.19% 0.00% 8.33% 0.00% 8.33% 1.19% D 1.19% 8.33% 8.33% 73.81% 3.57% 0.00% 0.00% 3.57% 3.57% 16.67% 1.19% E 1.19% 22.62% 14.29% 4.76% 46.43% 5.95% 3.57% 8.33% 10.71% 8.33% 2.38% F 4.76% 4.76% 4.76% 0.00% 5.95% 61.90% 7.14% 7.14% 8.33% 2.38% 17.86% G 1.19% 3.57% 3.57% 1.19% 5.95% 3.57% 55.95% 3.57% 16.67% 2.38% 1.19% H 13.10% 13.10% 20.24% 1.19% 14.29% 7.14% 11.90% 53.57% 15.48% 11.90% 1.19% I 3.57% 8.33% 1.19% 1.19% 4.76% 7.14% 14.29% 4.76% 23.81% 7.14% 1.19% J 1.19% 2.38% 5.95% 4.76% 8.33% 0.00% 1.19% 4.76% 0.00% 39.29% 0.00% K 0.00% 0.00% 1.19% 0.00% 2.38% 5.95% 2.38% 0.00% 3.57% 1.19% 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: 46.86% Accuracy (normalised for class sizes): 46.86% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 62 1 3 0 1 17 3 2 8 5 16 B 3 29 3 4 8 1 6 4 5 5 3 C 1 11 37 8 12 2 0 7 3 13 0 D 0 4 13 63 5 1 1 3 2 6 0 E 0 5 3 1 23 3 3 8 6 8 3 F 7 2 1 0 5 38 3 3 8 3 8 G 2 11 1 0 11 3 47 3 11 2 8 H 4 8 12 5 12 13 13 44 15 7 4 I 2 6 6 0 3 5 5 1 21 4 2 J 2 5 4 3 4 0 3 7 3 31 2 K 1 2 1 0 0 1 0 2 2 0 38 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 73.81% 1.19% 3.57% 0.00% 1.19% 20.24% 3.57% 2.38% 9.52% 5.95% 19.05% B 3.57% 34.52% 3.57% 4.76% 9.52% 1.19% 7.14% 4.76% 5.95% 5.95% 3.57% C 1.19% 13.10% 44.05% 9.52% 14.29% 2.38% 0.00% 8.33% 3.57% 15.48% 0.00% D 0.00% 4.76% 15.48% 75.00% 5.95% 1.19% 1.19% 3.57% 2.38% 7.14% 0.00% E 0.00% 5.95% 3.57% 1.19% 27.38% 3.57% 3.57% 9.52% 7.14% 9.52% 3.57% F 8.33% 2.38% 1.19% 0.00% 5.95% 45.24% 3.57% 3.57% 9.52% 3.57% 9.52% G 2.38% 13.10% 1.19% 0.00% 13.10% 3.57% 55.95% 3.57% 13.10% 2.38% 9.52% H 4.76% 9.52% 14.29% 5.95% 14.29% 15.48% 15.48% 52.38% 17.86% 8.33% 4.76% I 2.38% 7.14% 7.14% 0.00% 3.57% 5.95% 5.95% 1.19% 25.00% 4.76% 2.38% J 2.38% 5.95% 4.76% 3.57% 4.76% 0.00% 3.57% 8.33% 3.57% 36.90% 2.38% K 1.19% 2.38% 1.19% 0.00% 0.00% 1.19% 0.00% 2.38% 2.38% 0.00% 45.24% 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_imirsel_knn -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_imirsel_knn: 48.38% Standard Deviation: 0.67 Overall Accuracy (normalised for class sizes) ac_imirsel_knn: 48.38% Standard Deviation: 0.67 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 187 1 7 0 2 34 6 15 27 11 39 B 4 85 11 12 15 6 12 12 12 9 11 C 6 30 110 25 27 9 4 23 7 32 1 D 1 16 27 192 16 2 2 13 9 30 1 E 7 34 21 5 95 11 8 20 18 17 8 F 14 9 10 0 15 121 9 11 30 7 27 G 4 19 8 1 24 14 147 9 36 10 18 H 17 30 36 7 33 27 34 125 38 32 10 I 6 16 9 1 9 19 24 7 62 14 5 J 3 9 11 8 12 1 4 13 4 89 4 K 3 3 2 1 4 8 2 4 9 1 128 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 74.21% 0.40% 2.78% 0.00% 0.79% 13.49% 2.38% 5.95% 10.71% 4.37% 15.48% B 1.59% 33.73% 4.37% 4.76% 5.95% 2.38% 4.76% 4.76% 4.76% 3.57% 4.37% C 2.38% 11.90% 43.65% 9.92% 10.71% 3.57% 1.59% 9.13% 2.78% 12.70% 0.40% D 0.40% 6.35% 10.71% 76.19% 6.35% 0.79% 0.79% 5.16% 3.57% 11.90% 0.40% E 2.78% 13.49% 8.33% 1.98% 37.70% 4.37% 3.17% 7.94% 7.14% 6.75% 3.17% F 5.56% 3.57% 3.97% 0.00% 5.95% 48.02% 3.57% 4.37% 11.90% 2.78% 10.71% G 1.59% 7.54% 3.17% 0.40% 9.52% 5.56% 58.33% 3.57% 14.29% 3.97% 7.14% H 6.75% 11.90% 14.29% 2.78% 13.10% 10.71% 13.49% 49.60% 15.08% 12.70% 3.97% I 2.38% 6.35% 3.57% 0.40% 3.57% 7.54% 9.52% 2.78% 24.60% 5.56% 1.98% J 1.19% 3.57% 4.37% 3.17% 4.76% 0.40% 1.59% 5.16% 1.59% 35.32% 1.59% K 1.19% 1.19% 0.79% 0.40% 1.59% 3.17% 0.79% 1.59% 3.57% 0.40% 50.79% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------