================================================================================ Model name: SG_ponce_rerun_9class Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 33.33% Accuracy (normalised for class sizes): 33.33% Hierachical Accuracy: 48.15% Hierachical Accuracy (normalised for class sizes): 48.15% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 2 1 0 0 0 1 1 2 0 B 1 3 1 0 2 1 0 0 2 C 0 0 0 0 0 1 0 0 0 D 0 0 0 3 1 0 0 0 0 E 2 0 0 0 2 2 0 2 2 F 2 1 0 2 3 2 0 0 0 G 1 1 5 2 0 1 8 1 1 H 1 0 1 1 0 1 0 3 0 I 0 3 2 1 1 0 0 1 4 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 22.22% 11.11% 0.00% 0.00% 0.00% 11.11% 11.11% 22.22% 0.00% B 11.11% 33.33% 11.11% 0.00% 22.22% 11.11% 0.00% 0.00% 22.22% C 0.00% 0.00% 0.00% 0.00% 0.00% 11.11% 0.00% 0.00% 0.00% D 0.00% 0.00% 0.00% 33.33% 11.11% 0.00% 0.00% 0.00% 0.00% E 22.22% 0.00% 0.00% 0.00% 22.22% 22.22% 0.00% 22.22% 22.22% F 22.22% 11.11% 0.00% 22.22% 33.33% 22.22% 0.00% 0.00% 0.00% G 11.11% 11.11% 55.56% 22.22% 0.00% 11.11% 88.89% 11.11% 11.11% H 11.11% 0.00% 11.11% 11.11% 0.00% 11.11% 0.00% 33.33% 0.00% I 0.00% 33.33% 22.22% 11.11% 11.11% 0.00% 0.00% 11.11% 44.44% 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 3.50 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 2.50 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 3.50 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 3.00 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 4.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.39 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 0.28 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 0.39 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.33 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 0.44 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.67 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 37.50% Accuracy (normalised for class sizes): 37.50% Hierachical Accuracy: 50.69% Hierachical Accuracy (normalised for class sizes): 50.69% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 0 0 0 0 0 0 0 1 0 B 1 2 0 0 2 0 0 0 1 C 0 1 1 0 0 0 0 0 0 D 1 2 1 6 2 2 1 1 2 E 1 1 0 1 3 1 0 2 0 F 1 0 0 0 0 0 0 0 0 G 2 0 4 1 1 2 7 0 1 H 2 0 0 0 0 2 0 4 0 I 0 2 2 0 0 1 0 0 4 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 12.50% 0.00% B 12.50% 25.00% 0.00% 0.00% 25.00% 0.00% 0.00% 0.00% 12.50% C 0.00% 12.50% 12.50% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% D 12.50% 25.00% 12.50% 75.00% 25.00% 25.00% 12.50% 12.50% 25.00% E 12.50% 12.50% 0.00% 12.50% 37.50% 12.50% 0.00% 25.00% 0.00% F 12.50% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% G 25.00% 0.00% 50.00% 12.50% 12.50% 25.00% 87.50% 0.00% 12.50% H 25.00% 0.00% 0.00% 0.00% 0.00% 25.00% 0.00% 50.00% 0.00% I 0.00% 25.00% 25.00% 0.00% 0.00% 12.50% 0.00% 0.00% 50.00% 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 1.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 3.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 3.50 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 1.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 7.50 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.19 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.44 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.44 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 0.12 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 0.56 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.56 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 43.06% Accuracy (normalised for class sizes): 43.06% Hierachical Accuracy: 53.47% Hierachical Accuracy (normalised for class sizes): 53.47% Raw Confusion Matrix: Truth A B C D E F G H I Classification A 3 0 0 0 1 3 1 0 0 B 1 5 1 0 1 0 0 0 0 C 0 0 4 0 1 0 2 1 1 D 0 0 0 2 0 1 2 3 0 E 1 1 0 0 2 1 0 0 0 F 2 2 1 2 3 3 1 0 0 G 0 0 0 3 0 0 2 0 0 H 1 0 0 1 0 0 0 4 1 I 0 0 2 0 0 0 0 0 6 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 37.50% 0.00% 0.00% 0.00% 12.50% 37.50% 12.50% 0.00% 0.00% B 12.50% 62.50% 12.50% 0.00% 12.50% 0.00% 0.00% 0.00% 0.00% C 0.00% 0.00% 50.00% 0.00% 12.50% 0.00% 25.00% 12.50% 12.50% D 0.00% 0.00% 0.00% 25.00% 0.00% 12.50% 25.00% 37.50% 0.00% E 12.50% 12.50% 0.00% 0.00% 25.00% 12.50% 0.00% 0.00% 0.00% F 25.00% 25.00% 12.50% 25.00% 37.50% 37.50% 12.50% 0.00% 0.00% G 0.00% 0.00% 0.00% 37.50% 0.00% 0.00% 25.00% 0.00% 0.00% H 12.50% 0.00% 0.00% 12.50% 0.00% 0.00% 0.00% 50.00% 12.50% I 0.00% 0.00% 25.00% 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 4.50 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 4.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 3.50 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 2.50 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 4.00 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 6.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.56 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 0.50 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 0.31 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 0.50 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.75 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for SG_ponce_rerun_9class -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy SG_ponce_rerun_9class: 37.78% Standard Deviation: 2.30 Overall Accuracy (normalised for class sizes) SG_ponce_rerun_9class: 37.78% Standard Deviation: 2.30 Hierachical Accuracy: 50.67% Standard Deviation: 1.26 Hierachical Accuracy (normalised for class sizes): 0.5066666666666667% Standard Deviation: 1.26 Raw Confusion Matrix: Truth A B C D E F G H I Classification A 5 1 0 0 1 4 2 3 0 B 3 10 2 0 5 1 0 0 3 C 0 1 5 0 1 1 2 1 1 D 1 2 1 11 3 3 3 4 2 E 4 2 0 1 7 4 0 4 2 F 5 3 1 4 6 5 1 0 0 G 3 1 9 6 1 3 17 1 2 H 4 0 1 2 0 3 0 11 1 I 0 5 6 1 1 1 0 1 14 Confusion Matrix percentage: Truth A B C D E F G H I Classification A 20.00% 4.00% 0.00% 0.00% 4.00% 16.00% 8.00% 12.00% 0.00% B 12.00% 40.00% 8.00% 0.00% 20.00% 4.00% 0.00% 0.00% 12.00% C 0.00% 4.00% 20.00% 0.00% 4.00% 4.00% 8.00% 4.00% 4.00% D 4.00% 8.00% 4.00% 44.00% 12.00% 12.00% 12.00% 16.00% 8.00% E 16.00% 8.00% 0.00% 4.00% 28.00% 16.00% 0.00% 16.00% 8.00% F 20.00% 12.00% 4.00% 16.00% 24.00% 20.00% 4.00% 0.00% 0.00% G 12.00% 4.00% 36.00% 24.00% 4.00% 12.00% 68.00% 4.00% 8.00% H 16.00% 0.00% 4.00% 8.00% 0.00% 12.00% 0.00% 44.00% 4.00% I 0.00% 20.00% 24.00% 4.00% 4.00% 4.00% 0.00% 4.00% 56.00% 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 9.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 13.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 10.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 14.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 10.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 8.50 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 19.50 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 12.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 16.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I Classification A 0.38 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.54 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.40 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.56 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.40 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.34 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.50 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.66 --------------------------------------------------------------------------------