================================================================================ Model name: ag_guaus Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 61.72% Accuracy (normalised for class sizes): 61.74% Hierachical Accuracy: 71.28% Hierachical Accuracy (normalised for class sizes): 71.29% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 141 1 21 2 1 4 0 0 1 34 B 10 175 2 8 2 25 0 1 7 5 C 33 0 93 0 0 4 0 0 1 46 D 3 8 4 138 10 11 8 8 57 2 E 1 3 0 9 167 14 8 26 9 0 F 8 34 3 20 3 157 4 5 11 3 G 1 1 0 5 8 0 140 5 39 0 H 1 3 0 3 24 4 1 183 3 0 I 6 7 0 49 14 10 73 4 105 2 J 30 1 111 0 4 4 0 0 0 141 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 60.26% 0.43% 8.97% 0.85% 0.43% 1.72% 0.00% 0.00% 0.43% 14.59% B 4.27% 75.11% 0.85% 3.42% 0.86% 10.73% 0.00% 0.43% 3.00% 2.15% C 14.10% 0.00% 39.74% 0.00% 0.00% 1.72% 0.00% 0.00% 0.43% 19.74% D 1.28% 3.43% 1.71% 58.97% 4.29% 4.72% 3.42% 3.45% 24.46% 0.86% E 0.43% 1.29% 0.00% 3.85% 71.67% 6.01% 3.42% 11.21% 3.86% 0.00% F 3.42% 14.59% 1.28% 8.55% 1.29% 67.38% 1.71% 2.16% 4.72% 1.29% G 0.43% 0.43% 0.00% 2.14% 3.43% 0.00% 59.83% 2.16% 16.74% 0.00% H 0.43% 1.29% 0.00% 1.28% 10.30% 1.72% 0.43% 78.88% 1.29% 0.00% I 2.56% 3.00% 0.00% 20.94% 6.01% 4.29% 31.20% 1.72% 45.06% 0.86% J 12.82% 0.43% 47.44% 0.00% 1.72% 1.72% 0.00% 0.00% 0.00% 60.52% Matrix Key: A : BAROQUE B : BLUES C : CLASSICAL D : COUNTRY E : EDANCE F : JAZZ G : METAL H : RAPHIPHOP I : ROCKROLL J : ROMANTIC Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 172.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 192.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 159.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 138.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 167.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 169.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 176.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 183.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 124.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 181.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.74 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.68 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.59 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.72 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.73 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.75 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.79 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.53 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 63.45% Accuracy (normalised for class sizes): 63.44% Hierachical Accuracy: 71.92% Hierachical Accuracy (normalised for class sizes): 71.89% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 160 0 49 1 2 2 0 0 0 17 B 4 161 0 15 5 34 0 3 7 0 C 28 1 148 0 1 1 1 0 0 86 D 3 14 0 142 11 10 9 5 71 0 E 1 2 1 11 138 1 18 27 10 1 F 3 32 4 27 7 172 3 2 12 4 G 0 0 0 7 17 0 163 0 49 0 H 0 3 0 2 31 0 4 195 6 0 I 1 6 0 27 18 10 34 2 75 1 J 34 14 32 1 3 3 0 0 2 127 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 68.38% 0.00% 20.94% 0.43% 0.86% 0.86% 0.00% 0.00% 0.00% 7.20% B 1.71% 69.10% 0.00% 6.44% 2.15% 14.59% 0.00% 1.28% 3.02% 0.00% C 11.97% 0.43% 63.25% 0.00% 0.43% 0.43% 0.43% 0.00% 0.00% 36.44% D 1.28% 6.01% 0.00% 60.94% 4.72% 4.29% 3.88% 2.14% 30.60% 0.00% E 0.43% 0.86% 0.43% 4.72% 59.23% 0.43% 7.76% 11.54% 4.31% 0.42% F 1.28% 13.73% 1.71% 11.59% 3.00% 73.82% 1.29% 0.85% 5.17% 1.69% G 0.00% 0.00% 0.00% 3.00% 7.30% 0.00% 70.26% 0.00% 21.12% 0.00% H 0.00% 1.29% 0.00% 0.86% 13.30% 0.00% 1.72% 83.33% 2.59% 0.00% I 0.43% 2.58% 0.00% 11.59% 7.73% 4.29% 14.66% 0.85% 32.33% 0.42% J 14.53% 6.01% 13.68% 0.43% 1.29% 1.29% 0.00% 0.00% 0.86% 53.81% Matrix Key: A : BAROQUE B : BLUES C : CLASSICAL D : COUNTRY E : EDANCE F : JAZZ G : METAL H : RAPHIPHOP I : ROCKROLL J : ROMANTIC Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 191.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 177.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 188.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 142.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 138.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 189.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 180.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 195.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 99.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 178.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.76 0.00 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 0.00 D 0.00 0.00 0.00 0.61 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.59 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.81 0.00 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 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.83 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.43 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.76 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 63.48% Accuracy (normalised for class sizes): 63.48% Hierachical Accuracy: 72.42% Hierachical Accuracy (normalised for class sizes): 72.44% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 149 3 35 0 0 4 0 0 1 55 B 0 161 0 5 1 26 2 3 3 2 C 47 0 161 0 0 3 0 0 0 40 D 0 16 0 149 8 26 7 3 36 2 E 0 6 0 3 151 10 17 28 10 2 F 2 38 3 18 7 141 2 0 10 7 G 0 3 0 4 26 4 163 3 77 0 H 0 1 0 6 29 5 6 195 8 0 I 1 5 0 48 9 13 33 2 89 1 J 33 1 33 0 3 2 4 0 1 122 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 64.22% 1.28% 15.09% 0.00% 0.00% 1.71% 0.00% 0.00% 0.43% 23.81% B 0.00% 68.80% 0.00% 2.15% 0.43% 11.11% 0.85% 1.28% 1.28% 0.87% C 20.26% 0.00% 69.40% 0.00% 0.00% 1.28% 0.00% 0.00% 0.00% 17.32% D 0.00% 6.84% 0.00% 63.95% 3.42% 11.11% 2.99% 1.28% 15.32% 0.87% E 0.00% 2.56% 0.00% 1.29% 64.53% 4.27% 7.26% 11.97% 4.26% 0.87% F 0.86% 16.24% 1.29% 7.73% 2.99% 60.26% 0.85% 0.00% 4.26% 3.03% G 0.00% 1.28% 0.00% 1.72% 11.11% 1.71% 69.66% 1.28% 32.77% 0.00% H 0.00% 0.43% 0.00% 2.58% 12.39% 2.14% 2.56% 83.33% 3.40% 0.00% I 0.43% 2.14% 0.00% 20.60% 3.85% 5.56% 14.10% 0.85% 37.87% 0.43% J 14.22% 0.43% 14.22% 0.00% 1.28% 0.85% 1.71% 0.00% 0.43% 52.81% Matrix Key: A : BAROQUE B : BLUES C : CLASSICAL D : COUNTRY E : EDANCE F : JAZZ G : METAL H : RAPHIPHOP I : ROCKROLL J : ROMANTIC Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 189.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 180.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 195.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 149.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 151.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 154.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 179.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 195.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 127.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 169.50 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.81 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.77 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.84 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.64 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.65 0.00 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 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.77 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.83 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.54 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.73 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for ag_guaus -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ag_guaus: 62.89% Standard Deviation: 0.47 Overall Accuracy (normalised for class sizes) ag_guaus: 62.89% Standard Deviation: 0.47 Hierachical Accuracy: 71.87% Standard Deviation: 0.27 Hierachical Accuracy (normalised for class sizes): 0.7187142857142856% Standard Deviation: 0.27 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 450 4 105 3 3 10 0 0 2 106 B 14 497 2 28 8 85 2 7 17 7 C 108 1 402 0 1 8 1 0 1 172 D 6 38 4 429 29 47 24 16 164 4 E 2 11 1 23 456 25 43 81 29 3 F 13 104 10 65 17 470 9 7 33 14 G 1 4 0 16 51 4 466 8 165 0 H 1 7 0 11 84 9 11 573 17 0 I 8 18 0 124 41 33 140 8 269 4 J 97 16 176 1 10 9 4 0 3 390 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 64.29% 0.57% 15.00% 0.43% 0.43% 1.43% 0.00% 0.00% 0.29% 15.14% B 2.00% 71.00% 0.29% 4.00% 1.14% 12.14% 0.29% 1.00% 2.43% 1.00% C 15.43% 0.14% 57.43% 0.00% 0.14% 1.14% 0.14% 0.00% 0.14% 24.57% D 0.86% 5.43% 0.57% 61.29% 4.14% 6.71% 3.43% 2.29% 23.43% 0.57% E 0.29% 1.57% 0.14% 3.29% 65.14% 3.57% 6.14% 11.57% 4.14% 0.43% F 1.86% 14.86% 1.43% 9.29% 2.43% 67.14% 1.29% 1.00% 4.71% 2.00% G 0.14% 0.57% 0.00% 2.29% 7.29% 0.57% 66.57% 1.14% 23.57% 0.00% H 0.14% 1.00% 0.00% 1.57% 12.00% 1.29% 1.57% 81.86% 2.43% 0.00% I 1.14% 2.57% 0.00% 17.71% 5.86% 4.71% 20.00% 1.14% 38.43% 0.57% J 13.86% 2.29% 25.14% 0.14% 1.43% 1.29% 0.57% 0.00% 0.43% 55.71% Matrix Key: A : BAROQUE B : BLUES C : CLASSICAL D : COUNTRY E : EDANCE F : JAZZ G : METAL H : RAPHIPHOP I : ROCKROLL J : ROMANTIC Discounted Confusion Matrix: Truth A B C D E F G H I J Classification A 552.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 549.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 542.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 429.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 456.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 512.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 536.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 573.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 351.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 529.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.79 0.00 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 0.00 C 0.00 0.00 0.78 0.00 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 0.00 E 0.00 0.00 0.00 0.00 0.65 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.73 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.77 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.82 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.76 --------------------------------------------------------------------------------