================================================================================ Model name: SG_serafini_armando_9_j48 Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 69.14% Accuracy (normalised for class sizes): 69.14% Hierachical Accuracy: 79.01% Hierachical Accuracy (normalised for class sizes): 79.01% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 9 0 0 0 0 1 0 1 0 B 0 6 1 0 2 0 0 0 0 C 0 0 6 1 2 0 2 0 0 D 0 0 0 5 1 0 0 0 0 E 0 3 1 2 4 0 0 0 0 F 0 0 0 1 0 6 0 4 0 G 0 0 0 0 0 0 7 0 0 H 0 0 1 0 0 2 0 4 0 I 0 0 0 0 0 0 0 0 9 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 100.00% 0.00% 0.00% 0.00% 0.00% 11.11% 0.00% 11.11% 0.00% B 0.00% 66.67% 11.11% 0.00% 22.22% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 66.67% 11.11% 22.22% 0.00% 22.22% 0.00% 0.00% D 0.00% 0.00% 0.00% 55.56% 11.11% 0.00% 0.00% 0.00% 0.00% E 0.00% 33.33% 11.11% 22.22% 44.44% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 11.11% 0.00% 66.67% 0.00% 44.44% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 77.78% 0.00% 0.00% H 0.00% 0.00% 11.11% 0.00% 0.00% 22.22% 0.00% 44.44% 0.00% I 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 9.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 7.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 6.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 5.50 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 5.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 7.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.83 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.67 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.61 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.56 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.83 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.89 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.72 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 62.50% Accuracy (normalised for class sizes): 62.50% Hierachical Accuracy: 74.31% Hierachical Accuracy (normalised for class sizes): 74.31% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 4 0 0 0 0 0 0 0 0 B 0 5 0 0 1 0 0 0 0 C 0 0 5 3 3 0 0 0 0 D 0 2 1 5 0 0 0 1 0 E 2 1 1 0 2 0 0 0 1 F 0 0 0 0 0 2 0 0 0 G 0 0 1 0 0 0 8 0 0 H 2 0 0 0 0 5 0 7 0 I 0 0 0 0 2 1 0 0 7 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 50.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% B 0.00% 62.50% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 62.50% 37.50% 37.50% 0.00% 0.00% 0.00% 0.00% D 0.00% 25.00% 12.50% 62.50% 0.00% 0.00% 0.00% 12.50% 0.00% E 25.00% 12.50% 12.50% 0.00% 25.00% 0.00% 0.00% 0.00% 12.50% F 0.00% 0.00% 0.00% 0.00% 0.00% 25.00% 0.00% 0.00% 0.00% G 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 25.00% 0.00% 0.00% 0.00% 0.00% 62.50% 0.00% 87.50% 0.00% I 0.00% 0.00% 0.00% 0.00% 25.00% 12.50% 0.00% 0.00% 87.50% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 5.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 5.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 6.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 6.50 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 3.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 4.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.69 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.75 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.81 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.44 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.56 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.88 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.94 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 63.89% Accuracy (normalised for class sizes): 63.89% Hierachical Accuracy: 76.39% Hierachical Accuracy (normalised for class sizes): 76.39% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 6 0 0 0 0 1 0 0 0 B 0 3 0 1 3 0 0 0 0 C 1 2 6 1 0 0 0 0 0 D 0 0 2 6 1 0 0 2 0 E 0 1 0 0 2 0 0 0 0 F 0 0 0 0 0 1 0 0 0 G 0 0 0 0 0 0 8 0 0 H 1 0 0 0 1 6 0 6 0 I 0 2 0 0 1 0 0 0 8 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 75.00% 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% B 0.00% 37.50% 0.00% 12.50% 37.50% 0.00% 0.00% 0.00% 0.00% C 12.50% 25.00% 75.00% 12.50% 0.00% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 25.00% 75.00% 12.50% 0.00% 0.00% 25.00% 0.00% E 0.00% 12.50% 0.00% 0.00% 25.00% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% H 12.50% 0.00% 0.00% 0.00% 12.50% 75.00% 0.00% 75.00% 0.00% I 0.00% 25.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 100.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 6.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 4.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 7.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 6.50 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 4.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 4.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.81 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.56 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.88 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.81 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.56 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.75 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for SG_serafini_armando_9_j48 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy SG_serafini_armando_9_j48: 65.33% Standard Deviation: 1.65 Overall Accuracy (normalised for class sizes) SG_serafini_armando_9_j48: 65.33% Standard Deviation: 1.65 Hierachical Accuracy: 76.67% Standard Deviation: 1.11 Hierachical Accuracy (normalised for class sizes): 0.7666666666666667% Standard Deviation: 1.11 Raw Confusion Matrix: Truth A B C D E F G H I Classification A 19 0 0 0 0 2 0 1 0 B 0 14 1 1 6 0 0 0 0 C 1 2 17 5 5 0 2 0 0 D 0 2 3 16 2 0 0 3 0 E 2 5 2 2 8 0 0 0 1 F 0 0 0 1 0 9 0 4 0 G 0 0 1 0 0 0 23 0 0 H 3 0 1 0 1 13 0 17 0 I 0 2 0 0 3 1 0 0 24 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 76.00% 0.00% 0.00% 0.00% 0.00% 8.00% 0.00% 4.00% 0.00% B 0.00% 56.00% 4.00% 4.00% 24.00% 0.00% 0.00% 0.00% 0.00% C 4.00% 8.00% 68.00% 20.00% 20.00% 0.00% 8.00% 0.00% 0.00% D 0.00% 8.00% 12.00% 64.00% 8.00% 0.00% 0.00% 12.00% 0.00% E 8.00% 20.00% 8.00% 8.00% 32.00% 0.00% 0.00% 0.00% 4.00% F 0.00% 0.00% 0.00% 4.00% 0.00% 36.00% 0.00% 16.00% 0.00% G 0.00% 0.00% 4.00% 0.00% 0.00% 0.00% 92.00% 0.00% 0.00% H 12.00% 0.00% 4.00% 0.00% 4.00% 52.00% 0.00% 68.00% 0.00% I 0.00% 8.00% 0.00% 0.00% 12.00% 4.00% 0.00% 0.00% 96.00% Matrix Key: A : baroque B : bebop C : contemporary_country D : hardcore_rap E : jazz_soul F : modern_classical G : punk H : romantic I : swing Discounted Confusion Matrix: Truth A B C D E F G H I Classification A 20.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 17.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 19.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 18.50 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 12.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 16.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 24.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 19.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 24.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.70 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.76 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.74 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.66 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.96 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.98 --------------------------------------------------------------------------------