================================================================================ Model name: ac_lidy Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 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 64 3 7 0 1 18 0 2 5 4 12 B 0 25 7 3 3 1 2 6 5 10 0 C 1 4 24 3 2 3 0 7 4 3 3 D 0 12 19 67 10 0 1 4 4 7 1 E 4 16 4 1 47 4 11 11 1 7 4 F 0 2 2 0 3 37 2 3 7 3 17 G 2 2 3 0 0 0 42 5 8 5 1 H 0 5 9 3 3 3 3 35 6 11 1 I 7 9 3 0 6 10 16 5 34 9 4 J 1 4 3 7 8 0 5 6 5 25 0 K 5 2 3 0 1 8 2 0 5 0 41 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 76.19% 3.57% 8.33% 0.00% 1.19% 21.43% 0.00% 2.38% 5.95% 4.76% 14.29% B 0.00% 29.76% 8.33% 3.57% 3.57% 1.19% 2.38% 7.14% 5.95% 11.90% 0.00% C 1.19% 4.76% 28.57% 3.57% 2.38% 3.57% 0.00% 8.33% 4.76% 3.57% 3.57% D 0.00% 14.29% 22.62% 79.76% 11.90% 0.00% 1.19% 4.76% 4.76% 8.33% 1.19% E 4.76% 19.05% 4.76% 1.19% 55.95% 4.76% 13.10% 13.10% 1.19% 8.33% 4.76% F 0.00% 2.38% 2.38% 0.00% 3.57% 44.05% 2.38% 3.57% 8.33% 3.57% 20.24% G 2.38% 2.38% 3.57% 0.00% 0.00% 0.00% 50.00% 5.95% 9.52% 5.95% 1.19% H 0.00% 5.95% 10.71% 3.57% 3.57% 3.57% 3.57% 41.67% 7.14% 13.10% 1.19% I 8.33% 10.71% 3.57% 0.00% 7.14% 11.90% 19.05% 5.95% 40.48% 10.71% 4.76% J 1.19% 4.76% 3.57% 8.33% 9.52% 0.00% 5.95% 7.14% 5.95% 29.76% 0.00% K 5.95% 2.38% 3.57% 0.00% 1.19% 9.52% 2.38% 0.00% 5.95% 0.00% 48.81% 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: 47.40% Accuracy (normalised for class sizes): 47.40% Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 61 2 2 2 2 4 2 2 9 4 14 B 2 35 8 6 15 1 5 4 11 12 1 C 1 3 27 6 1 0 0 6 1 6 5 D 0 5 11 63 7 0 1 6 1 13 0 E 2 15 17 2 31 4 5 12 3 5 2 F 6 2 3 0 6 52 7 7 11 1 11 G 4 7 1 0 4 0 41 1 12 8 1 H 2 4 5 1 9 4 2 37 5 9 2 I 2 5 1 1 1 5 17 3 23 2 4 J 1 1 7 3 5 2 2 6 2 24 0 K 3 5 2 0 3 12 2 0 6 0 44 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 72.62% 2.38% 2.38% 2.38% 2.38% 4.76% 2.38% 2.38% 10.71% 4.76% 16.67% B 2.38% 41.67% 9.52% 7.14% 17.86% 1.19% 5.95% 4.76% 13.10% 14.29% 1.19% C 1.19% 3.57% 32.14% 7.14% 1.19% 0.00% 0.00% 7.14% 1.19% 7.14% 5.95% D 0.00% 5.95% 13.10% 75.00% 8.33% 0.00% 1.19% 7.14% 1.19% 15.48% 0.00% E 2.38% 17.86% 20.24% 2.38% 36.90% 4.76% 5.95% 14.29% 3.57% 5.95% 2.38% F 7.14% 2.38% 3.57% 0.00% 7.14% 61.90% 8.33% 8.33% 13.10% 1.19% 13.10% G 4.76% 8.33% 1.19% 0.00% 4.76% 0.00% 48.81% 1.19% 14.29% 9.52% 1.19% H 2.38% 4.76% 5.95% 1.19% 10.71% 4.76% 2.38% 44.05% 5.95% 10.71% 2.38% I 2.38% 5.95% 1.19% 1.19% 1.19% 5.95% 20.24% 3.57% 27.38% 2.38% 4.76% J 1.19% 1.19% 8.33% 3.57% 5.95% 2.38% 2.38% 7.14% 2.38% 28.57% 0.00% K 3.57% 5.95% 2.38% 0.00% 3.57% 14.29% 2.38% 0.00% 7.14% 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: 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 2 0 0 2 5 0 1 4 1 10 B 1 29 8 6 13 2 3 6 9 10 3 C 4 6 24 3 3 1 1 8 2 8 0 D 0 10 14 67 3 0 2 6 2 10 0 E 5 11 8 1 42 5 2 14 5 9 2 F 8 1 2 0 1 46 2 3 9 2 8 G 4 10 6 1 7 4 61 7 27 13 6 H 1 3 9 0 5 1 8 27 5 8 1 I 1 4 5 0 1 6 3 4 18 0 4 J 2 7 5 6 4 1 2 6 0 21 1 K 11 1 3 0 3 13 0 2 3 2 49 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 55.95% 2.38% 0.00% 0.00% 2.38% 5.95% 0.00% 1.19% 4.76% 1.19% 11.90% B 1.19% 34.52% 9.52% 7.14% 15.48% 2.38% 3.57% 7.14% 10.71% 11.90% 3.57% C 4.76% 7.14% 28.57% 3.57% 3.57% 1.19% 1.19% 9.52% 2.38% 9.52% 0.00% D 0.00% 11.90% 16.67% 79.76% 3.57% 0.00% 2.38% 7.14% 2.38% 11.90% 0.00% E 5.95% 13.10% 9.52% 1.19% 50.00% 5.95% 2.38% 16.67% 5.95% 10.71% 2.38% F 9.52% 1.19% 2.38% 0.00% 1.19% 54.76% 2.38% 3.57% 10.71% 2.38% 9.52% G 4.76% 11.90% 7.14% 1.19% 8.33% 4.76% 72.62% 8.33% 32.14% 15.48% 7.14% H 1.19% 3.57% 10.71% 0.00% 5.95% 1.19% 9.52% 32.14% 5.95% 9.52% 1.19% I 1.19% 4.76% 5.95% 0.00% 1.19% 7.14% 3.57% 4.76% 21.43% 0.00% 4.76% J 2.38% 8.33% 5.95% 7.14% 4.76% 1.19% 2.38% 7.14% 0.00% 25.00% 1.19% K 13.10% 1.19% 3.57% 0.00% 3.57% 15.48% 0.00% 2.38% 3.57% 2.38% 58.33% 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_lidy -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ac_lidy: 47.26% Standard Deviation: 0.26 Overall Accuracy (normalised for class sizes) ac_lidy: 47.26% Standard Deviation: 0.26 Raw Confusion Matrix: Truth A B C D E F G H I J K Classification A 172 7 9 2 5 27 2 5 18 9 36 B 3 89 23 15 31 4 10 16 25 32 4 C 6 13 75 12 6 4 1 21 7 17 8 D 0 27 44 197 20 0 4 16 7 30 1 E 11 42 29 4 120 13 18 37 9 21 8 F 14 5 7 0 10 135 11 13 27 6 36 G 10 19 10 1 11 4 144 13 47 26 8 H 3 12 23 4 17 8 13 99 16 28 4 I 10 18 9 1 8 21 36 12 75 11 12 J 4 12 15 16 17 3 9 18 7 70 1 K 19 8 8 0 7 33 4 2 14 2 134 Confusion Matrix percentage: Truth A B C D E F G H I J K Classification A 68.25% 2.78% 3.57% 0.79% 1.98% 10.71% 0.79% 1.98% 7.14% 3.57% 14.29% B 1.19% 35.32% 9.13% 5.95% 12.30% 1.59% 3.97% 6.35% 9.92% 12.70% 1.59% C 2.38% 5.16% 29.76% 4.76% 2.38% 1.59% 0.40% 8.33% 2.78% 6.75% 3.17% D 0.00% 10.71% 17.46% 78.17% 7.94% 0.00% 1.59% 6.35% 2.78% 11.90% 0.40% E 4.37% 16.67% 11.51% 1.59% 47.62% 5.16% 7.14% 14.68% 3.57% 8.33% 3.17% F 5.56% 1.98% 2.78% 0.00% 3.97% 53.57% 4.37% 5.16% 10.71% 2.38% 14.29% G 3.97% 7.54% 3.97% 0.40% 4.37% 1.59% 57.14% 5.16% 18.65% 10.32% 3.17% H 1.19% 4.76% 9.13% 1.59% 6.75% 3.17% 5.16% 39.29% 6.35% 11.11% 1.59% I 3.97% 7.14% 3.57% 0.40% 3.17% 8.33% 14.29% 4.76% 29.76% 4.37% 4.76% J 1.59% 4.76% 5.95% 6.35% 6.75% 1.19% 3.57% 7.14% 2.78% 27.78% 0.40% K 7.54% 3.17% 3.17% 0.00% 2.78% 13.10% 1.59% 0.79% 5.56% 0.79% 53.17% Matrix Key: A : bach B : beethoven C : brahms D : chopin E : dvorak F : handel G : haydn H : mendelssohnn I : mozart J : schubert K : vivaldi --------------------------------------------------------------------------------