================================================================================ Model name: ag_tzan Number of iterations = 3 -------------------------------------------------------------------------------- Iteration 1 Accuracy: 65.07% Accuracy (normalised for class sizes): 65.08% Hierachical Accuracy: 74.09% Hierachical Accuracy (normalised for class sizes): 74.10% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 139 3 13 2 2 6 0 0 2 31 B 2 157 0 4 2 32 0 1 1 1 C 41 5 99 2 0 4 1 0 0 35 D 16 14 1 149 5 9 5 7 52 11 E 0 0 0 6 173 10 12 27 11 0 F 3 46 0 21 2 165 3 1 8 0 G 0 2 0 3 6 2 170 3 34 0 H 0 3 0 1 22 1 0 189 3 0 I 7 1 0 46 16 4 42 4 122 0 J 26 2 121 0 5 0 1 0 0 155 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 59.40% 1.29% 5.56% 0.85% 0.86% 2.58% 0.00% 0.00% 0.86% 13.30% B 0.85% 67.38% 0.00% 1.71% 0.86% 13.73% 0.00% 0.43% 0.43% 0.43% C 17.52% 2.15% 42.31% 0.85% 0.00% 1.72% 0.43% 0.00% 0.00% 15.02% D 6.84% 6.01% 0.43% 63.68% 2.15% 3.86% 2.14% 3.02% 22.32% 4.72% E 0.00% 0.00% 0.00% 2.56% 74.25% 4.29% 5.13% 11.64% 4.72% 0.00% F 1.28% 19.74% 0.00% 8.97% 0.86% 70.82% 1.28% 0.43% 3.43% 0.00% G 0.00% 0.86% 0.00% 1.28% 2.58% 0.86% 72.65% 1.29% 14.59% 0.00% H 0.00% 1.29% 0.00% 0.43% 9.44% 0.43% 0.00% 81.47% 1.29% 0.00% I 2.99% 0.43% 0.00% 19.66% 6.87% 1.72% 17.95% 1.72% 52.36% 0.00% J 11.11% 0.86% 51.71% 0.00% 2.15% 0.00% 0.43% 0.00% 0.00% 66.52% 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 0.00 180.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 166.00 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 0.00 173.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 181.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 191.00 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 189.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 139.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 188.00 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 0.77 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.71 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 0.74 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.82 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.81 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.60 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.81 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 2 Accuracy: 65.85% Accuracy (normalised for class sizes): 65.85% Hierachical Accuracy: 75.06% Hierachical Accuracy (normalised for class sizes): 75.04% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 157 2 29 2 4 4 1 0 5 15 B 0 174 0 20 1 45 0 0 6 0 C 29 2 174 1 0 2 0 0 0 104 D 4 16 1 157 8 9 7 6 49 0 E 0 0 0 0 148 3 17 10 8 0 F 0 33 1 11 2 154 3 2 7 2 G 0 0 0 3 19 0 159 2 63 0 H 0 1 0 5 25 0 2 212 0 0 I 3 4 0 29 22 12 42 2 87 0 J 41 1 29 5 4 4 1 0 7 115 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 67.09% 0.86% 12.39% 0.86% 1.72% 1.72% 0.43% 0.00% 2.16% 6.36% B 0.00% 74.68% 0.00% 8.58% 0.43% 19.31% 0.00% 0.00% 2.59% 0.00% C 12.39% 0.86% 74.36% 0.43% 0.00% 0.86% 0.00% 0.00% 0.00% 44.07% D 1.71% 6.87% 0.43% 67.38% 3.43% 3.86% 3.02% 2.56% 21.12% 0.00% E 0.00% 0.00% 0.00% 0.00% 63.52% 1.29% 7.33% 4.27% 3.45% 0.00% F 0.00% 14.16% 0.43% 4.72% 0.86% 66.09% 1.29% 0.85% 3.02% 0.85% G 0.00% 0.00% 0.00% 1.29% 8.15% 0.00% 68.53% 0.85% 27.16% 0.00% H 0.00% 0.43% 0.00% 2.15% 10.73% 0.00% 0.86% 90.60% 0.00% 0.00% I 1.28% 1.72% 0.00% 12.45% 9.44% 5.15% 18.10% 0.85% 37.50% 0.00% J 17.52% 0.43% 12.39% 2.15% 1.72% 1.72% 0.43% 0.00% 3.02% 48.73% 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 192.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 190.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 203.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 157.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 148.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 176.50 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 0.00 212.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 118.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 174.50 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 0.82 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.87 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.67 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 0.64 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 0.76 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 0.91 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.51 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.74 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Iteration 3 Accuracy: 65.11% Accuracy (normalised for class sizes): 65.13% Hierachical Accuracy: 73.30% Hierachical Accuracy (normalised for class sizes): 73.33% Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 176 1 34 4 0 13 1 0 0 51 B 0 165 0 9 1 26 1 2 1 2 C 30 2 151 0 0 1 1 0 0 29 D 0 20 0 147 11 16 8 3 40 1 E 0 1 0 2 131 15 13 23 19 0 F 0 40 0 7 2 129 1 1 5 1 G 0 0 0 7 31 6 187 1 82 0 H 0 0 0 5 39 1 4 203 2 0 I 0 4 0 46 16 25 17 1 85 2 J 26 1 47 6 3 2 1 0 1 145 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 75.86% 0.43% 14.66% 1.72% 0.00% 5.56% 0.43% 0.00% 0.00% 22.08% B 0.00% 70.51% 0.00% 3.86% 0.43% 11.11% 0.43% 0.85% 0.43% 0.87% C 12.93% 0.85% 65.09% 0.00% 0.00% 0.43% 0.43% 0.00% 0.00% 12.55% D 0.00% 8.55% 0.00% 63.09% 4.70% 6.84% 3.42% 1.28% 17.02% 0.43% E 0.00% 0.43% 0.00% 0.86% 55.98% 6.41% 5.56% 9.83% 8.09% 0.00% F 0.00% 17.09% 0.00% 3.00% 0.85% 55.13% 0.43% 0.43% 2.13% 0.43% G 0.00% 0.00% 0.00% 3.00% 13.25% 2.56% 79.91% 0.43% 34.89% 0.00% H 0.00% 0.00% 0.00% 2.15% 16.67% 0.43% 1.71% 86.75% 0.85% 0.00% I 0.00% 1.71% 0.00% 19.74% 6.84% 10.68% 7.26% 0.43% 36.17% 0.87% J 11.21% 0.43% 20.26% 2.58% 1.28% 0.85% 0.43% 0.00% 0.43% 62.77% 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 204.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 185.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 191.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 147.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 131.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 142.00 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 195.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 203.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 126.00 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 185.00 Discounted Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 0.88 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 0.79 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.83 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.63 0.00 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 0.00 F 0.00 0.00 0.00 0.00 0.00 0.61 0.00 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 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.87 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 0.80 -------------------------------------------------------------------------------- ================================================================================ Overall Evaluation for ag_tzan -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Overall Accuracy ag_tzan: 65.34% Standard Deviation: 0.21 Overall Accuracy (normalised for class sizes) ag_tzan: 65.34% Standard Deviation: 0.20 Hierachical Accuracy: 74.15% Standard Deviation: 0.42 Hierachical Accuracy (normalised for class sizes): 0.7415% Standard Deviation: 0.40 Raw Confusion Matrix: Truth A B C D E F G H I J Classification A 472 6 76 8 6 23 2 0 7 97 B 2 496 0 33 4 103 1 3 8 3 C 100 9 424 3 0 7 2 0 0 168 D 20 50 2 453 24 34 20 16 141 12 E 0 1 0 8 452 28 42 60 38 0 F 3 119 1 39 6 448 7 4 20 3 G 0 2 0 13 56 8 516 6 179 0 H 0 4 0 11 86 2 6 604 5 0 I 10 9 0 121 54 41 101 7 294 2 J 93 4 197 11 12 6 3 0 8 415 Confusion Matrix percentage: Truth A B C D E F G H I J Classification A 67.43% 0.86% 10.86% 1.14% 0.86% 3.29% 0.29% 0.00% 1.00% 13.86% B 0.29% 70.86% 0.00% 4.71% 0.57% 14.71% 0.14% 0.43% 1.14% 0.43% C 14.29% 1.29% 60.57% 0.43% 0.00% 1.00% 0.29% 0.00% 0.00% 24.00% D 2.86% 7.14% 0.29% 64.71% 3.43% 4.86% 2.86% 2.29% 20.14% 1.71% E 0.00% 0.14% 0.00% 1.14% 64.57% 4.00% 6.00% 8.57% 5.43% 0.00% F 0.43% 17.00% 0.14% 5.57% 0.86% 64.00% 1.00% 0.57% 2.86% 0.43% G 0.00% 0.29% 0.00% 1.86% 8.00% 1.14% 73.71% 0.86% 25.57% 0.00% H 0.00% 0.57% 0.00% 1.57% 12.29% 0.29% 0.86% 86.29% 0.71% 0.00% I 1.43% 1.29% 0.00% 17.29% 7.71% 5.86% 14.43% 1.00% 42.00% 0.29% J 13.29% 0.57% 28.14% 1.57% 1.71% 0.86% 0.43% 0.00% 1.14% 59.29% 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 568.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 B 0.00 555.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 560.50 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 453.00 0.00 0.00 0.00 0.00 0.00 0.00 E 0.00 0.00 0.00 0.00 452.00 0.00 0.00 0.00 0.00 0.00 F 0.00 0.00 0.00 0.00 0.00 499.50 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 566.50 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 604.00 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 383.50 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 547.50 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 0.79 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 C 0.00 0.00 0.80 0.00 0.00 0.00 0.00 0.00 0.00 0.00 D 0.00 0.00 0.00 0.65 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 0.71 0.00 0.00 0.00 0.00 G 0.00 0.00 0.00 0.00 0.00 0.00 0.81 0.00 0.00 0.00 H 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.86 0.00 0.00 I 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.55 0.00 J 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 --------------------------------------------------------------------------------