================================================================================ Model name: SG_li_ming Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 69.14% Accuracy (normalised for class sizes): 69.14% Hierachical Accuracy: 80.25% Hierachical Accuracy (normalised for class sizes): 80.25% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 5 0 1 0 0 1 0 1 0 B 0 7 0 0 2 0 0 0 0 C 1 0 8 0 0 0 0 1 0 D 0 0 0 7 1 0 0 0 0 E 0 1 0 0 4 0 0 0 2 F 3 0 0 0 0 7 0 3 0 G 0 0 0 2 0 0 9 2 0 H 0 0 0 0 0 0 0 2 0 I 0 1 0 0 2 1 0 0 7 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 55.56% 0.00% 11.11% 0.00% 0.00% 11.11% 0.00% 11.11% 0.00% B 0.00% 77.78% 0.00% 0.00% 22.22% 0.00% 0.00% 0.00% 0.00% C 11.11% 0.00% 88.89% 0.00% 0.00% 0.00% 0.00% 11.11% 0.00% D 0.00% 0.00% 0.00% 77.78% 11.11% 0.00% 0.00% 0.00% 0.00% E 0.00% 11.11% 0.00% 0.00% 44.44% 0.00% 0.00% 0.00% 22.22% F 33.33% 0.00% 0.00% 0.00% 0.00% 77.78% 0.00% 33.33% 0.00% G 0.00% 0.00% 0.00% 22.22% 0.00% 0.00% 100.00% 22.22% 0.00% H 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 22.22% 0.00% I 0.00% 11.11% 0.00% 0.00% 22.22% 11.11% 0.00% 0.00% 77.78% 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 8.00 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 8.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 6.00 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 9.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.00 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 0.72 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.89 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 0.89 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.67 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 1.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.44 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.89 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 77.78% Accuracy (normalised for class sizes): 77.78% 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 7 0 0 1 0 0 0 1 0 B 0 6 0 0 1 0 0 0 0 C 0 0 6 0 0 0 0 0 0 D 0 0 0 7 0 0 2 0 0 E 0 1 1 0 4 0 0 0 0 F 0 0 1 0 2 7 0 0 0 G 0 0 0 0 0 0 6 0 0 H 1 0 0 0 1 1 0 6 1 I 0 1 0 0 0 0 0 1 7 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 87.50% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 12.50% 0.00% B 0.00% 75.00% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 75.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 87.50% 0.00% 0.00% 25.00% 0.00% 0.00% E 0.00% 12.50% 12.50% 0.00% 50.00% 0.00% 0.00% 0.00% 0.00% F 0.00% 0.00% 12.50% 0.00% 25.00% 87.50% 0.00% 0.00% 0.00% G 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 75.00% 0.00% 0.00% H 12.50% 0.00% 0.00% 0.00% 12.50% 12.50% 0.00% 75.00% 12.50% I 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% 0.00% 12.50% 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 7.50 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 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 4.50 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 7.00 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 0.94 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 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 0.56 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.94 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.88 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: 69.44% Accuracy (normalised for class sizes): 69.44% Hierachical Accuracy: 77.08% Hierachical Accuracy (normalised for class sizes): 77.08% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 5 0 0 0 0 2 3 0 0 B 0 6 0 0 2 0 0 0 0 C 0 0 6 0 0 0 0 1 0 D 0 0 0 8 1 0 0 0 0 E 0 1 1 0 5 1 0 0 0 F 1 0 0 0 0 3 0 0 0 G 0 0 1 0 0 0 5 0 0 H 1 0 0 0 0 2 0 5 1 I 1 1 0 0 0 0 0 2 7 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% 37.50% 0.00% 0.00% B 0.00% 75.00% 0.00% 0.00% 25.00% 0.00% 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% 0.00% 100.00% 12.50% 0.00% 0.00% 0.00% 0.00% E 0.00% 12.50% 12.50% 0.00% 62.50% 12.50% 0.00% 0.00% 0.00% F 12.50% 0.00% 0.00% 0.00% 0.00% 37.50% 0.00% 0.00% 0.00% G 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 62.50% 0.00% 0.00% H 12.50% 0.00% 0.00% 0.00% 0.00% 25.00% 0.00% 62.50% 12.50% I 12.50% 12.50% 0.00% 0.00% 0.00% 0.00% 0.00% 25.00% 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 6.00 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 6.50 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 8.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 6.00 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 5.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 5.00 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 0.75 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 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 1.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.75 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 0.62 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 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_li_ming -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy SG_li_ming: 72.00% Standard Deviation: 2.31 Overall Accuracy (normalised for class sizes) SG_li_ming: 72.00% Standard Deviation: 2.31 Hierachical Accuracy: 80.22% Standard Deviation: 1.47 Hierachical Accuracy (normalised for class sizes): 0.8022222222222222% Standard Deviation: 1.47 Raw Confusion Matrix: Truth A B C D E F G H I Classification A 17 0 1 1 0 3 3 2 0 B 0 19 0 0 5 0 0 0 0 C 1 0 20 0 0 0 0 2 0 D 0 0 0 22 2 0 2 0 0 E 0 3 2 0 13 1 0 0 2 F 4 0 1 0 2 17 0 3 0 G 0 0 1 2 0 0 20 2 0 H 2 0 0 0 1 3 0 13 2 I 1 3 0 0 2 1 0 3 21 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 68.00% 0.00% 4.00% 4.00% 0.00% 12.00% 12.00% 8.00% 0.00% B 0.00% 76.00% 0.00% 0.00% 20.00% 0.00% 0.00% 0.00% 0.00% C 4.00% 0.00% 80.00% 0.00% 0.00% 0.00% 0.00% 8.00% 0.00% D 0.00% 0.00% 0.00% 88.00% 8.00% 0.00% 8.00% 0.00% 0.00% E 0.00% 12.00% 8.00% 0.00% 52.00% 4.00% 0.00% 0.00% 8.00% F 16.00% 0.00% 4.00% 0.00% 8.00% 68.00% 0.00% 12.00% 0.00% G 0.00% 0.00% 4.00% 8.00% 0.00% 0.00% 80.00% 8.00% 0.00% H 8.00% 0.00% 0.00% 0.00% 4.00% 12.00% 0.00% 52.00% 8.00% I 4.00% 12.00% 0.00% 0.00% 8.00% 4.00% 0.00% 12.00% 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 20.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 22.00 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 23.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 16.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 20.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 21.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 15.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 22.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.80 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.88 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 0.92 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.66 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.80 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.84 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.62 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.88 --------------------------------------------------------------------------------