================================================================================ Model name: SG_serafini_armando_9_nb Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 74.07% Accuracy (normalised for class sizes): 74.07% Hierachical Accuracy: 83.33% Hierachical Accuracy (normalised for class sizes): 83.33% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 9 0 0 0 0 0 0 1 0 B 0 5 0 2 1 0 0 0 0 C 0 0 8 1 1 0 1 0 0 D 0 0 0 3 0 0 0 0 0 E 0 3 1 2 6 0 0 0 0 F 0 0 0 0 0 7 0 3 0 G 0 0 0 1 0 0 8 0 0 H 0 0 0 0 0 2 0 5 0 I 0 1 0 0 1 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% 0.00% 0.00% 11.11% 0.00% B 0.00% 55.56% 0.00% 22.22% 11.11% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 88.89% 11.11% 11.11% 0.00% 11.11% 0.00% 0.00% D 0.00% 0.00% 0.00% 33.33% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 33.33% 11.11% 22.22% 66.67% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 0.00% 0.00% 0.00% 77.78% 0.00% 33.33% 0.00% G 0.00% 0.00% 0.00% 11.11% 0.00% 0.00% 88.89% 0.00% 0.00% H 0.00% 0.00% 0.00% 0.00% 0.00% 22.22% 0.00% 55.56% 0.00% I 0.00% 11.11% 0.00% 0.00% 11.11% 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 7.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 8.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 4.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 7.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 8.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 8.50 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 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 0.78 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.89 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.44 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.89 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.94 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 1.00 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 70.83% Accuracy (normalised for class sizes): 70.83% Hierachical Accuracy: 80.56% Hierachical Accuracy (normalised for class sizes): 80.56% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 5 0 0 0 0 2 0 1 0 B 0 4 0 0 0 0 0 0 0 C 0 0 6 2 0 0 0 1 0 D 0 4 0 6 0 0 0 0 0 E 0 0 2 0 7 0 0 0 2 F 1 0 0 0 0 3 0 0 0 G 0 0 0 0 0 0 8 0 0 H 2 0 0 0 0 3 0 6 0 I 0 0 0 0 1 0 0 0 6 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 62.50% 0.00% 0.00% 0.00% 0.00% 25.00% 0.00% 12.50% 0.00% B 0.00% 50.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 75.00% 25.00% 0.00% 0.00% 0.00% 12.50% 0.00% D 0.00% 50.00% 0.00% 75.00% 0.00% 0.00% 0.00% 0.00% 0.00% E 0.00% 0.00% 25.00% 0.00% 87.50% 0.00% 0.00% 0.00% 25.00% F 12.50% 0.00% 0.00% 0.00% 0.00% 37.50% 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 25.00% 0.00% 0.00% 0.00% 0.00% 37.50% 0.00% 75.00% 0.00% I 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 75.00% 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 4.00 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 7.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 7.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 5.50 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 7.00 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 0.50 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 0.88 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.94 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.69 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 0.81 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.88 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 70.83% Accuracy (normalised for class sizes): 70.83% Hierachical Accuracy: 80.56% Hierachical Accuracy (normalised for class sizes): 80.56% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 8 0 0 0 0 1 0 0 0 B 0 2 0 0 3 2 0 0 0 C 0 0 6 0 0 0 0 1 0 D 0 0 1 7 0 0 0 1 0 E 0 4 1 1 4 0 0 0 2 F 0 0 0 0 1 4 0 0 0 G 0 0 0 0 0 0 8 0 0 H 0 0 0 0 0 1 0 6 0 I 0 2 0 0 0 0 0 0 6 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% 12.50% 0.00% 0.00% 0.00% B 0.00% 25.00% 0.00% 0.00% 37.50% 25.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 75.00% 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% D 0.00% 0.00% 12.50% 87.50% 0.00% 0.00% 0.00% 12.50% 0.00% E 0.00% 50.00% 12.50% 12.50% 50.00% 0.00% 0.00% 0.00% 25.00% F 0.00% 0.00% 0.00% 0.00% 12.50% 50.00% 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 0.00% 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% 75.00% 0.00% I 0.00% 25.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 75.00% 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 8.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 5.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 6.50 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 7.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 5.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 5.00 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 7.00 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 0.62 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.81 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.88 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.69 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.62 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 0.88 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for SG_serafini_armando_9_nb -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy SG_serafini_armando_9_nb: 72.00% Standard Deviation: 0.88 Overall Accuracy (normalised for class sizes) SG_serafini_armando_9_nb: 72.00% Standard Deviation: 0.88 Hierachical Accuracy: 81.56% Standard Deviation: 0.76 Hierachical Accuracy (normalised for class sizes): 0.8155555555555556% Standard Deviation: 0.76 Raw Confusion Matrix: Truth A B C D E F G H I Classification A 22 0 0 0 0 3 0 2 0 B 0 11 0 2 4 2 0 0 0 C 0 0 20 3 1 0 1 2 0 D 0 4 1 16 0 0 0 1 0 E 0 7 4 3 17 0 0 0 4 F 1 0 0 0 1 14 0 3 0 G 0 0 0 1 0 0 24 0 0 H 2 0 0 0 0 6 0 17 0 I 0 3 0 0 2 0 0 0 21 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 88.00% 0.00% 0.00% 0.00% 0.00% 12.00% 0.00% 8.00% 0.00% B 0.00% 44.00% 0.00% 8.00% 16.00% 8.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 80.00% 12.00% 4.00% 0.00% 4.00% 8.00% 0.00% D 0.00% 16.00% 4.00% 64.00% 0.00% 0.00% 0.00% 4.00% 0.00% E 0.00% 28.00% 16.00% 12.00% 68.00% 0.00% 0.00% 0.00% 16.00% F 4.00% 0.00% 0.00% 0.00% 4.00% 56.00% 0.00% 12.00% 0.00% G 0.00% 0.00% 0.00% 4.00% 0.00% 0.00% 96.00% 0.00% 0.00% H 8.00% 0.00% 0.00% 0.00% 0.00% 24.00% 0.00% 68.00% 0.00% I 0.00% 12.00% 0.00% 0.00% 8.00% 0.00% 0.00% 0.00% 84.00% 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 23.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 16.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 20.50 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 18.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 20.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 18.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 24.50 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 23.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.94 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.64 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.82 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.72 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.80 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.74 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.98 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 0.92 --------------------------------------------------------------------------------