Difference between revisions of "2009:Audio Tag Classification (MajorMinor) Set Results"
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====Team ID==== | ====Team ID==== | ||
− | '''BP1''' = [[Juan Jos├⌐ Burred, Geoffroy Peeters]]<br /> | + | '''BP1''' = [[2009:Juan Jos├⌐ Burred, Geoffroy Peeters]]<br /> |
− | '''BP2''' = [[Juan Jos├⌐ Burred, Geoffroy Peeters]]<br /> | + | '''BP2''' = [[2009:Juan Jos├⌐ Burred, Geoffroy Peeters]]<br /> |
− | '''CC1''' = [[Chuan Cao, Ming Li]]<br /> | + | '''CC1''' = [[2009:Chuan Cao, Ming Li]]<br /> |
− | '''CC2''' = [[Chuan Cao, Ming Li]]<br /> | + | '''CC2''' = [[2009:Chuan Cao, Ming Li]]<br /> |
− | '''CC3''' = [[Chuan Cao, Ming Li]]<br /> | + | '''CC3''' = [[2009:Chuan Cao, Ming Li]]<br /> |
− | '''CC4''' = [[Chuan Cao, Ming Li]]<br /> | + | '''CC4''' = [[2009:Chuan Cao, Ming Li]]<br /> |
− | '''GP''' = [[Geoffroy Peeters]]<br /> | + | '''GP''' = [[2009:Geoffroy Peeters]]<br /> |
− | '''GT1''' = [[George Tzanetakis]]<br /> | + | '''GT1''' = [[2009:George Tzanetakis]]<br /> |
− | '''GT2''' = [[George Tzanetakis]]<br /> | + | '''GT2''' = [[2009:George Tzanetakis]]<br /> |
− | '''LWW1''' = [[Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]]<br /> | + | '''LWW1''' = [[2009:Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]]<br /> |
− | '''LWW2''' = [[Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]]<br /> | + | '''LWW2''' = [[2009:Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]]<br /> |
− | '''HBC''' = [[Matthew D.Hoffman, David M. Blei, Perry R.Cook]]<br /> | + | '''HBC''' = [[2009:Matthew D.Hoffman, David M. Blei, Perry R.Cook]]<br /> |
==Overall Summary Results (Binary)== | ==Overall Summary Results (Binary)== | ||
− | <csv p=3>tag/MajorMiner/summary_binary.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/summary_binary.csv</csv> |
Line 24: | Line 24: | ||
===Summary Binary Relevance F-Measure (Average Across All Folds)=== | ===Summary Binary Relevance F-Measure (Average Across All Folds)=== | ||
− | <csv p=3>tag/MajorMiner/binary_avg_Fmeasure.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_avg_Fmeasure.csv</csv> |
===Summary Binary Accuracy (Average Across All Folds)=== | ===Summary Binary Accuracy (Average Across All Folds)=== | ||
− | <csv p=3>tag/MajorMiner/binary_avg_Accuracy.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_avg_Accuracy.csv</csv> |
===Summary Positive Example Accuracy (Average Across All Folds)=== | ===Summary Positive Example Accuracy (Average Across All Folds)=== | ||
− | <csv p=3>tag/MajorMiner/binary_avg_positive_example_Accuracy.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_avg_positive_example_Accuracy.csv</csv> |
===Summary Negative Example Accuracy (Average Across All Folds)=== | ===Summary Negative Example Accuracy (Average Across All Folds)=== | ||
− | <csv p=3>tag/MajorMiner/binary_avg_negative_example_Accuracy.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_avg_negative_example_Accuracy.csv</csv> |
==Overall Summary Results (Affinity)== | ==Overall Summary Results (Affinity)== | ||
− | <csv p=3>tag/MajorMiner/summary_affinity.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/summary_affinity.csv</csv> |
===Summary AUC-ROC Tag (Average Across All Folds)=== | ===Summary AUC-ROC Tag (Average Across All Folds)=== | ||
− | <csv p=3>tag/MajorMiner/affinity_tag_AUC_ROC.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/affinity_tag_AUC_ROC.csv</csv> |
==Select Friedman's Test Results== | ==Select Friedman's Test Results== | ||
Line 50: | Line 50: | ||
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each '''tag''' in the test, averaged over all folds. | The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each '''tag''' in the test, averaged over all folds. | ||
− | <csv p=3>tag/MajorMiner/binary_FMeasure.friedman.tukeyKramerHSD.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_FMeasure.friedman.tukeyKramerHSD.csv</csv> |
− | https://music-ir.org/mirex/2009 | + | https://music-ir.org/mirex/results/2009/tag/MajorMiner/small.binary_FMeasure.friedman.tukeyKramerHSD.png |
===Per Track F-measure (Binary) Friedman Test=== | ===Per Track F-measure (Binary) Friedman Test=== | ||
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each '''track''' in the test, averaged over all folds. | The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each '''track''' in the test, averaged over all folds. | ||
− | <csv p=3>tag/MajorMiner/binary_FMeasure_per_track.friedman.tukeyKramerHSD.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/binary_FMeasure_per_track.friedman.tukeyKramerHSD.csv</csv> |
− | https://music-ir.org/mirex/2009 | + | https://music-ir.org/mirex/results/2009/tag/MajorMiner/small.binary_FMeasure_per_track.friedman.tukeyKramerHSD.png |
===Per Track AUC-ROC (Affinity) Friedman Test=== | ===Per Track AUC-ROC (Affinity) Friedman Test=== | ||
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the Area Under the ROC curve (AUC-ROC) for each '''track/clip''' in the test, averaged over all folds. | The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the Area Under the ROC curve (AUC-ROC) for each '''track/clip''' in the test, averaged over all folds. | ||
− | <csv p=3>tag/MajorMiner/affinity.AUC_ROC_TRACK.friedman.tukeyKramerHSD.csv</csv> | + | <csv p=3>2009/tag/MajorMiner/affinity.AUC_ROC_TRACK.friedman.tukeyKramerHSD.csv</csv> |
− | https://music-ir.org/mirex/2009 | + | https://music-ir.org/mirex/results/2009/tag/MajorMiner/small.affinity.AUC_ROC_TRACK.friedman.tukeyKramerHSD.png |
==Assorted Results Files for Download== | ==Assorted Results Files for Download== | ||
===General Results=== | ===General Results=== | ||
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity_tag_fold_AUC_ROC.csv affinity_tag_fold_AUC_ROC.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity_clip_AUC_ROC.csv affinity_clip_AUC_ROC.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_Accuracy.csv binary_per_fold_Accuracy.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_Fmeasure.csv binary_per_fold_Fmeasure.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_negative_example_Accuracy.csv binary_per_fold_negative_example_Accuracy.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_per_track_Accuracy.csv binary_per_fold_per_track_Accuracy.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_per_track_Fmeasure.csv binary_per_fold_per_track_Fmeasure.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_per_track_negative_example_Accuracy.csv binary_per_fold_per_track_negative_example_Accuracy.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_per_track_positive_example_Accuracy.csv binary_per_fold_per_track_positive_example_Accuracy.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_per_fold_positive_example_Accuracy.csv binary_per_fold_positive_example_Accuracy.csv]<br /> |
===Friedman's Tests Results=== | ===Friedman's Tests Results=== | ||
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt3.friedman.tukeyKramerHSD.csv affinity.PrecisionAt3.friedman.tukeyKramerHSD.csv ]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt3.friedman.tukeyKramerHSD.png affinity.PrecisionAt3.friedman.tukeyKramerHSD.png]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt6.friedman.tukeyKramerHSD.csv affinity.PrecisionAt6.friedman.tukeyKramerHSD.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt6.friedman.tukeyKramerHSD.png affinity.PrecisionAt6.friedman.tukeyKramerHSD.png]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt9.friedman.tukeyKramerHSD.csv affinity.PrecisionAt9.friedman.tukeyKramerHSD.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt9.friedman.tukeyKramerHSD.png affinity.PrecisionAt9.friedman.tukeyKramerHSD.png ]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt12.friedman.tukeyKramerHSD.csv affinity.PrecisionAt12.friedman.tukeyKramerHSD.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt12.friedman.tukeyKramerHSD.png affinity.PrecisionAt12.friedman.tukeyKramerHSD.png]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt15.friedman.tukeyKramerHSD.csv affinity.PrecisionAt15.friedman.tukeyKramerHSD.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/affinity.PrecisionAt15.friedman.tukeyKramerHSD.png affinity.PrecisionAt15.friedman.tukeyKramerHSD.png]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_Accuracy.friedman.tukeyKramerHSD.csv binary_Accuracy.friedman.tukeyKramerHSD.csv]<br /> |
− | [https://music-ir.org/mirex/2009 | + | [https://music-ir.org/mirex/results/2009/tag/MajorMiner/binary_Accuracy.friedman.tukeyKramerHSD.png binary_Accuracy.friedman.tukeyKramerHSD.png]<br /> |
===Results By Algorithm=== | ===Results By Algorithm=== | ||
(.tgz format) <br /> | (.tgz format) <br /> | ||
− | '''BP1''' = [https://www.music-ir.org/mirex/2009 | + | '''BP1''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/BP1.tgz Juan Jos├⌐ Burred, Geoffroy Peeters]<br /> |
− | '''BP2''' = [https://www.music-ir.org/mirex/2009 | + | '''BP2''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/BP2.tgz Juan Jos├⌐ Burred, Geoffroy Peeters]<br /> |
− | '''CC1''' = [https://www.music-ir.org/mirex/2009 | + | '''CC1''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/CC1.tgz Chuan Cao, Ming Li]<br /> |
− | '''CC2''' = [https://www.music-ir.org/mirex/2009 | + | '''CC2''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/CC2.tgz Chuan Cao, Ming Li]<br /> |
− | '''CC3''' = [https://www.music-ir.org/mirex/2009 | + | '''CC3''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/CC3.tgz Chuan Cao, Ming Li]<br /> |
− | '''CC4''' = [https://www.music-ir.org/mirex/2009 | + | '''CC4''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/CC4.tgz Chuan Cao, Ming Li]<br /> |
− | '''GP''' = [https://www.music-ir.org/mirex/2009 | + | '''GP''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/GP.tgz Geoffroy Peeters]<br /> |
− | '''GT1''' = [https://www.music-ir.org/mirex/2009 | + | '''GT1''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/GT1.tgz George Tzanetakis]<br /> |
− | '''GT2''' = [https://www.music-ir.org/mirex/2009 | + | '''GT2''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/GT2.tgz George Tzanetakis]<br /> |
− | '''LWW1''' = [https://www.music-ir.org/mirex/2009 | + | '''LWW1''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/LWW1.tgz Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]<br /> |
− | '''LWW2''' = [https://www.music-ir.org/mirex/2009 | + | '''LWW2''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/LWW2.tgz Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang]<br /> |
− | '''HBC''' = [https://www.music-ir.org/mirex/2009 | + | '''HBC''' = [https://www.music-ir.org/mirex/results/2009/tag/MajorMiner/HBC.tgz Matthew D.Hoffman, David M. Blei, Perry R.Cook]<br /> |
Latest revision as of 22:42, 13 May 2010
Contents
Introduction
General Legend
Team ID
BP1 = 2009:Juan José Burred, Geoffroy Peeters
BP2 = 2009:Juan José Burred, Geoffroy Peeters
CC1 = 2009:Chuan Cao, Ming Li
CC2 = 2009:Chuan Cao, Ming Li
CC3 = 2009:Chuan Cao, Ming Li
CC4 = 2009:Chuan Cao, Ming Li
GP = 2009:Geoffroy Peeters
GT1 = 2009:George Tzanetakis
GT2 = 2009:George Tzanetakis
LWW1 = 2009:Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang
LWW2 = 2009:Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang
HBC = 2009:Matthew D.Hoffman, David M. Blei, Perry R.Cook
Overall Summary Results (Binary)
Measure | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GP | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Average Tag F-measure | 0.277 | 0.290 | 0.209 | 0.241 | 0.170 | 0.263 | 0.012 | 0.290 | 0.293 | 0.044 | 0.289 | 0.311 |
Average Tag Accuracy | 0.868 | 0.859 | 0.912 | 0.905 | 0.913 | 0.890 | 0.891 | 0.850 | 0.850 | 0.914 | 0.900 | 0.903 |
Average Positive Tag Accuracy | 0.368 | 0.394 | 0.204 | 0.256 | 0.146 | 0.304 | 0.019 | 0.440 | 0.446 | 0.035 | 0.295 | 0.317 |
Average Negative Tag Accuracy | 0.865 | 0.861 | 0.944 | 0.922 | 0.963 | 0.902 | 0.978 | 0.849 | 0.849 | 0.989 | 0.938 | 0.940 |
Summary Binary Relevance F-Measure (Average Across All Folds)
Tag | Positive Examples | Negative Examples | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GP | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80s | 117.000 | 2098.000 | 0.075 | 0.148 | 0.013 | 0.073 | 0.033 | 0.213 | 0.012 | 0.177 | 0.182 | 0.000 | 0.153 | 0.161 |
horns | 40.000 | 2175.000 | 0.022 | 0.133 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.033 | 0.050 | 0.000 | 0.096 | 0.075 |
voice | 148.000 | 2067.000 | 0.031 | 0.101 | 0.012 | 0.013 | 0.012 | 0.084 | 0.121 | 0.113 | 0.131 | 0.000 | 0.081 | 0.075 |
trumpet | 39.000 | 2176.000 | 0.315 | 0.222 | 0.000 | 0.061 | 0.000 | 0.061 | 0.000 | 0.239 | 0.256 | 0.000 | 0.183 | 0.282 |
rap | 157.000 | 2058.000 | 0.642 | 0.615 | 0.712 | 0.710 | 0.624 | 0.632 | 0.000 | 0.552 | 0.561 | 0.000 | 0.589 | 0.600 |
strings | 55.000 | 2160.000 | 0.198 | 0.184 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.158 | 0.109 | 0.000 | 0.089 | 0.089 |
pop | 479.000 | 1736.000 | 0.429 | 0.446 | 0.407 | 0.500 | 0.234 | 0.468 | 0.000 | 0.459 | 0.459 | 0.004 | 0.449 | 0.464 |
rock | 664.000 | 1551.000 | 0.684 | 0.630 | 0.669 | 0.655 | 0.621 | 0.649 | 0.023 | 0.618 | 0.618 | 0.633 | 0.694 | 0.698 |
house | 65.000 | 2150.000 | 0.124 | 0.212 | 0.028 | 0.098 | 0.000 | 0.315 | 0.038 | 0.297 | 0.277 | 0.000 | 0.247 | 0.263 |
punk | 51.000 | 2164.000 | 0.314 | 0.321 | 0.000 | 0.087 | 0.000 | 0.219 | 0.000 | 0.183 | 0.196 | 0.000 | 0.213 | 0.332 |
ambient | 60.000 | 2155.000 | 0.248 | 0.142 | 0.133 | 0.078 | 0.054 | 0.123 | 0.000 | 0.189 | 0.244 | 0.098 | 0.241 | 0.253 |
rb | 38.000 | 2177.000 | 0.054 | 0.171 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.158 | 0.193 | 0.000 | 0.052 | 0.083 |
techno | 248.000 | 1967.000 | 0.483 | 0.471 | 0.512 | 0.606 | 0.399 | 0.566 | 0.000 | 0.481 | 0.487 | 0.007 | 0.516 | 0.514 |
distortion | 60.000 | 2155.000 | 0.082 | 0.142 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.200 | 0.222 | 0.000 | 0.216 | 0.204 |
funk | 37.000 | 2178.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.036 | 0.054 | 0.000 | 0.139 | 0.108 |
solo | 53.000 | 2162.000 | 0.095 | 0.133 | 0.000 | 0.035 | 0.000 | 0.037 | 0.000 | 0.138 | 0.164 | 0.000 | 0.096 | 0.137 |
metal | 35.000 | 2180.000 | 0.133 | 0.188 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.229 | 0.190 | 0.000 | 0.306 | 0.284 |
saxophone | 68.000 | 2147.000 | 0.541 | 0.424 | 0.574 | 0.673 | 0.452 | 0.633 | 0.005 | 0.353 | 0.333 | 0.000 | 0.456 | 0.484 |
acoustic | 38.000 | 2177.000 | 0.107 | 0.297 | 0.100 | 0.048 | 0.000 | 0.126 | 0.000 | 0.123 | 0.088 | 0.000 | 0.101 | 0.130 |
synth | 480.000 | 1735.000 | 0.457 | 0.464 | 0.450 | 0.469 | 0.344 | 0.451 | 0.003 | 0.478 | 0.472 | 0.038 | 0.436 | 0.443 |
drum | 927.000 | 1288.000 | 0.607 | 0.587 | 0.552 | 0.591 | 0.481 | 0.599 | 0.000 | 0.601 | 0.589 | 0.347 | 0.521 | 0.532 |
slow | 159.000 | 2056.000 | 0.252 | 0.313 | 0.113 | 0.214 | 0.147 | 0.271 | 0.000 | 0.327 | 0.327 | 0.000 | 0.313 | 0.378 |
keyboard | 42.000 | 2173.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.127 | 0.000 | 0.049 | 0.099 |
beat | 137.000 | 2078.000 | 0.250 | 0.257 | 0.035 | 0.134 | 0.017 | 0.172 | 0.019 | 0.287 | 0.287 | 0.000 | 0.241 | 0.243 |
piano | 185.000 | 2030.000 | 0.381 | 0.339 | 0.331 | 0.387 | 0.280 | 0.376 | 0.000 | 0.407 | 0.371 | 0.000 | 0.359 | 0.429 |
vocal | 270.000 | 1945.000 | 0.243 | 0.235 | 0.077 | 0.186 | 0.051 | 0.249 | 0.000 | 0.257 | 0.267 | 0.007 | 0.200 | 0.215 |
british | 82.000 | 2133.000 | 0.048 | 0.094 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.098 | 0.122 | 0.000 | 0.073 | 0.099 |
jazz | 138.000 | 2077.000 | 0.538 | 0.491 | 0.641 | 0.667 | 0.580 | 0.555 | 0.000 | 0.478 | 0.473 | 0.000 | 0.577 | 0.569 |
male | 738.000 | 1477.000 | 0.614 | 0.573 | 0.621 | 0.634 | 0.528 | 0.599 | 0.000 | 0.591 | 0.598 | 0.082 | 0.575 | 0.590 |
quiet | 43.000 | 2172.000 | 0.251 | 0.177 | 0.148 | 0.044 | 0.083 | 0.165 | 0.044 | 0.248 | 0.264 | 0.000 | 0.210 | 0.207 |
electronica | 166.000 | 2049.000 | 0.268 | 0.276 | 0.082 | 0.249 | 0.056 | 0.270 | 0.030 | 0.317 | 0.309 | 0.000 | 0.307 | 0.319 |
electronic | 485.000 | 1730.000 | 0.571 | 0.552 | 0.609 | 0.612 | 0.527 | 0.587 | 0.000 | 0.522 | 0.528 | 0.159 | 0.577 | 0.601 |
noise | 42.000 | 2173.000 | 0.167 | 0.290 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.143 | 0.127 | 0.000 | 0.170 | 0.269 |
country | 74.000 | 2141.000 | 0.263 | 0.228 | 0.000 | 0.058 | 0.000 | 0.112 | 0.000 | 0.180 | 0.216 | 0.000 | 0.120 | 0.165 |
soft | 62.000 | 2153.000 | 0.044 | 0.156 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.183 | 0.161 | 0.000 | 0.174 | 0.225 |
loud | 37.000 | 2178.000 | 0.121 | 0.141 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.198 | 0.198 | 0.000 | 0.212 | 0.189 |
organ | 35.000 | 2180.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.076 | 0.000 | 0.054 | 0.032 |
female | 345.000 | 1870.000 | 0.451 | 0.412 | 0.513 | 0.530 | 0.324 | 0.384 | 0.029 | 0.385 | 0.402 | 0.016 | 0.437 | 0.457 |
hiphop | 152.000 | 2063.000 | 0.571 | 0.572 | 0.646 | 0.664 | 0.539 | 0.617 | 0.000 | 0.513 | 0.522 | 0.000 | 0.477 | 0.575 |
bass | 420.000 | 1795.000 | 0.323 | 0.287 | 0.139 | 0.264 | 0.095 | 0.283 | 0.111 | 0.302 | 0.310 | 0.000 | 0.271 | 0.290 |
instrumental | 102.000 | 2113.000 | 0.000 | 0.066 | 0.019 | 0.000 | 0.000 | 0.054 | 0.022 | 0.092 | 0.111 | 0.000 | 0.099 | 0.099 |
guitar | 849.000 | 1366.000 | 0.672 | 0.642 | 0.656 | 0.660 | 0.618 | 0.657 | 0.000 | 0.643 | 0.634 | 0.555 | 0.664 | 0.676 |
fast | 109.000 | 2106.000 | 0.171 | 0.151 | 0.047 | 0.151 | 0.068 | 0.303 | 0.020 | 0.183 | 0.165 | 0.000 | 0.243 | 0.283 |
drummachine | 89.000 | 2126.000 | 0.090 | 0.144 | 0.019 | 0.052 | 0.000 | 0.181 | 0.000 | 0.187 | 0.217 | 0.000 | 0.152 | 0.168 |
dance | 324.000 | 1891.000 | 0.524 | 0.488 | 0.565 | 0.629 | 0.502 | 0.604 | 0.000 | 0.508 | 0.512 | 0.050 | 0.575 | 0.594 |
Summary Binary Accuracy (Average Across All Folds)
Tag | Positive Examples | Negative Examples | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GP | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80s | 117.000 | 2098.000 | 0.912 | 0.873 | 0.945 | 0.946 | 0.946 | 0.927 | 0.913 | 0.870 | 0.870 | 0.947 | 0.910 | 0.911 |
horns | 40.000 | 2175.000 | 0.971 | 0.971 | 0.982 | 0.982 | 0.982 | 0.982 | 0.915 | 0.947 | 0.948 | 0.982 | 0.967 | 0.967 |
voice | 148.000 | 2067.000 | 0.920 | 0.846 | 0.929 | 0.928 | 0.932 | 0.896 | 0.652 | 0.822 | 0.825 | 0.933 | 0.877 | 0.876 |
trumpet | 39.000 | 2176.000 | 0.981 | 0.969 | 0.982 | 0.982 | 0.982 | 0.982 | 0.978 | 0.960 | 0.961 | 0.982 | 0.971 | 0.974 |
rap | 157.000 | 2058.000 | 0.941 | 0.935 | 0.965 | 0.961 | 0.957 | 0.942 | 0.929 | 0.905 | 0.907 | 0.928 | 0.942 | 0.943 |
strings | 55.000 | 2160.000 | 0.960 | 0.952 | 0.972 | 0.975 | 0.972 | 0.971 | 0.975 | 0.937 | 0.934 | 0.975 | 0.955 | 0.955 |
pop | 479.000 | 1736.000 | 0.480 | 0.615 | 0.759 | 0.713 | 0.747 | 0.667 | 0.784 | 0.648 | 0.648 | 0.784 | 0.761 | 0.769 |
rock | 664.000 | 1551.000 | 0.744 | 0.679 | 0.764 | 0.717 | 0.779 | 0.715 | 0.698 | 0.655 | 0.655 | 0.804 | 0.816 | 0.819 |
house | 65.000 | 2150.000 | 0.962 | 0.951 | 0.971 | 0.969 | 0.971 | 0.961 | 0.877 | 0.938 | 0.936 | 0.971 | 0.956 | 0.957 |
punk | 51.000 | 2164.000 | 0.964 | 0.963 | 0.977 | 0.978 | 0.977 | 0.979 | 0.977 | 0.943 | 0.945 | 0.977 | 0.964 | 0.969 |
ambient | 60.000 | 2155.000 | 0.969 | 0.952 | 0.968 | 0.973 | 0.966 | 0.961 | 0.973 | 0.934 | 0.938 | 0.974 | 0.959 | 0.960 |
rb | 38.000 | 2177.000 | 0.973 | 0.967 | 0.983 | 0.982 | 0.982 | 0.981 | 0.983 | 0.957 | 0.958 | 0.983 | 0.967 | 0.968 |
techno | 248.000 | 1967.000 | 0.851 | 0.837 | 0.911 | 0.911 | 0.902 | 0.890 | 0.889 | 0.824 | 0.826 | 0.889 | 0.892 | 0.892 |
distortion | 60.000 | 2155.000 | 0.970 | 0.941 | 0.973 | 0.973 | 0.973 | 0.970 | 0.973 | 0.935 | 0.937 | 0.972 | 0.957 | 0.957 |
funk | 37.000 | 2178.000 | 0.982 | 0.974 | 0.983 | 0.983 | 0.983 | 0.981 | 0.960 | 0.952 | 0.953 | 0.983 | 0.971 | 0.970 |
solo | 53.000 | 2162.000 | 0.959 | 0.953 | 0.976 | 0.975 | 0.976 | 0.975 | 0.976 | 0.938 | 0.940 | 0.976 | 0.956 | 0.959 |
metal | 35.000 | 2180.000 | 0.975 | 0.970 | 0.984 | 0.984 | 0.984 | 0.984 | 0.981 | 0.964 | 0.962 | 0.984 | 0.978 | 0.978 |
saxophone | 68.000 | 2147.000 | 0.967 | 0.956 | 0.980 | 0.983 | 0.978 | 0.980 | 0.864 | 0.941 | 0.939 | 0.969 | 0.966 | 0.968 |
acoustic | 38.000 | 2177.000 | 0.976 | 0.970 | 0.983 | 0.982 | 0.982 | 0.982 | 0.933 | 0.955 | 0.953 | 0.983 | 0.968 | 0.970 |
synth | 480.000 | 1735.000 | 0.614 | 0.643 | 0.749 | 0.716 | 0.751 | 0.684 | 0.781 | 0.658 | 0.655 | 0.784 | 0.756 | 0.760 |
drum | 927.000 | 1288.000 | 0.474 | 0.468 | 0.509 | 0.493 | 0.569 | 0.526 | 0.582 | 0.497 | 0.483 | 0.578 | 0.599 | 0.608 |
slow | 159.000 | 2056.000 | 0.875 | 0.863 | 0.914 | 0.917 | 0.921 | 0.884 | 0.928 | 0.855 | 0.855 | 0.928 | 0.901 | 0.911 |
keyboard | 42.000 | 2173.000 | 0.979 | 0.971 | 0.981 | 0.981 | 0.981 | 0.980 | 0.981 | 0.949 | 0.950 | 0.981 | 0.964 | 0.966 |
beat | 137.000 | 2078.000 | 0.903 | 0.862 | 0.934 | 0.924 | 0.934 | 0.893 | 0.920 | 0.867 | 0.867 | 0.938 | 0.906 | 0.906 |
piano | 185.000 | 2030.000 | 0.871 | 0.837 | 0.910 | 0.912 | 0.909 | 0.881 | 0.916 | 0.851 | 0.842 | 0.915 | 0.891 | 0.905 |
vocal | 270.000 | 1945.000 | 0.632 | 0.693 | 0.858 | 0.830 | 0.866 | 0.783 | 0.874 | 0.728 | 0.732 | 0.877 | 0.805 | 0.809 |
british | 82.000 | 2133.000 | 0.948 | 0.924 | 0.962 | 0.962 | 0.962 | 0.958 | 0.963 | 0.899 | 0.902 | 0.963 | 0.930 | 0.932 |
jazz | 138.000 | 2077.000 | 0.930 | 0.928 | 0.960 | 0.965 | 0.955 | 0.940 | 0.937 | 0.903 | 0.902 | 0.937 | 0.947 | 0.946 |
male | 738.000 | 1477.000 | 0.616 | 0.574 | 0.706 | 0.670 | 0.694 | 0.632 | 0.665 | 0.592 | 0.599 | 0.657 | 0.716 | 0.725 |
quiet | 43.000 | 2172.000 | 0.973 | 0.964 | 0.979 | 0.981 | 0.980 | 0.982 | 0.971 | 0.956 | 0.957 | 0.980 | 0.969 | 0.969 |
electronica | 166.000 | 2049.000 | 0.867 | 0.857 | 0.921 | 0.910 | 0.923 | 0.885 | 0.886 | 0.846 | 0.844 | 0.926 | 0.896 | 0.898 |
electronic | 485.000 | 1730.000 | 0.739 | 0.727 | 0.812 | 0.803 | 0.805 | 0.776 | 0.782 | 0.683 | 0.687 | 0.792 | 0.816 | 0.826 |
noise | 42.000 | 2173.000 | 0.973 | 0.963 | 0.981 | 0.981 | 0.979 | 0.978 | 0.969 | 0.951 | 0.950 | 0.981 | 0.969 | 0.973 |
country | 74.000 | 2141.000 | 0.950 | 0.938 | 0.966 | 0.967 | 0.967 | 0.955 | 0.967 | 0.918 | 0.921 | 0.966 | 0.941 | 0.944 |
soft | 62.000 | 2153.000 | 0.963 | 0.946 | 0.969 | 0.972 | 0.971 | 0.966 | 0.972 | 0.931 | 0.929 | 0.972 | 0.953 | 0.957 |
loud | 37.000 | 2178.000 | 0.977 | 0.970 | 0.983 | 0.983 | 0.983 | 0.983 | 0.983 | 0.960 | 0.960 | 0.983 | 0.973 | 0.973 |
organ | 35.000 | 2180.000 | 0.983 | 0.970 | 0.984 | 0.984 | 0.984 | 0.984 | 0.976 | 0.956 | 0.956 | 0.984 | 0.970 | 0.969 |
female | 345.000 | 1870.000 | 0.750 | 0.731 | 0.866 | 0.858 | 0.837 | 0.750 | 0.834 | 0.711 | 0.719 | 0.846 | 0.825 | 0.832 |
hiphop | 152.000 | 2063.000 | 0.930 | 0.928 | 0.958 | 0.956 | 0.951 | 0.940 | 0.931 | 0.900 | 0.902 | 0.930 | 0.928 | 0.942 |
bass | 420.000 | 1795.000 | 0.369 | 0.529 | 0.765 | 0.690 | 0.779 | 0.629 | 0.782 | 0.602 | 0.607 | 0.809 | 0.724 | 0.731 |
instrumental | 102.000 | 2113.000 | 0.946 | 0.898 | 0.950 | 0.953 | 0.951 | 0.937 | 0.903 | 0.874 | 0.877 | 0.954 | 0.916 | 0.917 |
guitar | 849.000 | 1366.000 | 0.650 | 0.615 | 0.648 | 0.632 | 0.679 | 0.642 | 0.617 | 0.587 | 0.577 | 0.704 | 0.743 | 0.751 |
fast | 109.000 | 2106.000 | 0.921 | 0.891 | 0.951 | 0.950 | 0.952 | 0.931 | 0.922 | 0.879 | 0.876 | 0.951 | 0.926 | 0.930 |
drummachine | 89.000 | 2126.000 | 0.951 | 0.918 | 0.960 | 0.957 | 0.957 | 0.943 | 0.960 | 0.902 | 0.905 | 0.960 | 0.933 | 0.934 |
dance | 324.000 | 1891.000 | 0.809 | 0.795 | 0.884 | 0.885 | 0.884 | 0.865 | 0.854 | 0.782 | 0.784 | 0.857 | 0.876 | 0.882 |
Summary Positive Example Accuracy (Average Across All Folds)
Tag | Positive Examples | Negative Examples | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GP | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80s | 117.000 | 2098.000 | 0.090 | 0.226 | 0.007 | 0.042 | 0.020 | 0.204 | 0.021 | 0.259 | 0.273 | 0.000 | 0.157 | 0.169 |
horns | 40.000 | 2175.000 | 0.028 | 0.125 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.050 | 0.078 | 0.000 | 0.087 | 0.078 |
voice | 148.000 | 2067.000 | 0.025 | 0.136 | 0.007 | 0.008 | 0.007 | 0.077 | 0.361 | 0.167 | 0.192 | 0.000 | 0.081 | 0.072 |
trumpet | 39.000 | 2176.000 | 0.259 | 0.261 | 0.000 | 0.037 | 0.000 | 0.037 | 0.000 | 0.386 | 0.406 | 0.000 | 0.196 | 0.298 |
rap | 157.000 | 2058.000 | 0.756 | 0.759 | 0.627 | 0.686 | 0.510 | 0.727 | 0.000 | 0.836 | 0.851 | 0.000 | 0.617 | 0.628 |
strings | 55.000 | 2160.000 | 0.207 | 0.225 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.244 | 0.172 | 0.000 | 0.088 | 0.090 |
pop | 479.000 | 1736.000 | 0.879 | 0.720 | 0.383 | 0.666 | 0.179 | 0.679 | 0.000 | 0.690 | 0.691 | 0.002 | 0.452 | 0.465 |
rock | 664.000 | 1551.000 | 0.917 | 0.909 | 0.790 | 0.892 | 0.603 | 0.875 | 0.013 | 0.928 | 0.928 | 0.564 | 0.693 | 0.698 |
house | 65.000 | 2150.000 | 0.090 | 0.234 | 0.014 | 0.059 | 0.000 | 0.306 | 0.091 | 0.447 | 0.416 | 0.000 | 0.244 | 0.262 |
punk | 51.000 | 2164.000 | 0.358 | 0.398 | 0.000 | 0.047 | 0.000 | 0.130 | 0.000 | 0.274 | 0.305 | 0.000 | 0.211 | 0.352 |
ambient | 60.000 | 2155.000 | 0.200 | 0.156 | 0.094 | 0.044 | 0.041 | 0.122 | 0.000 | 0.280 | 0.362 | 0.057 | 0.259 | 0.268 |
rb | 38.000 | 2177.000 | 0.059 | 0.206 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.262 | 0.308 | 0.000 | 0.061 | 0.111 |
techno | 248.000 | 1967.000 | 0.643 | 0.665 | 0.429 | 0.617 | 0.299 | 0.659 | 0.000 | 0.720 | 0.730 | 0.004 | 0.529 | 0.525 |
distortion | 60.000 | 2155.000 | 0.063 | 0.204 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.331 | 0.366 | 0.000 | 0.238 | 0.217 |
funk | 37.000 | 2178.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.058 | 0.102 | 0.000 | 0.150 | 0.113 |
solo | 53.000 | 2162.000 | 0.102 | 0.154 | 0.000 | 0.022 | 0.000 | 0.022 | 0.000 | 0.202 | 0.237 | 0.000 | 0.102 | 0.141 |
metal | 35.000 | 2180.000 | 0.158 | 0.202 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.360 | 0.307 | 0.000 | 0.313 | 0.277 |
saxophone | 68.000 | 2147.000 | 0.637 | 0.537 | 0.433 | 0.544 | 0.313 | 0.567 | 0.037 | 0.533 | 0.496 | 0.000 | 0.469 | 0.498 |
acoustic | 38.000 | 2177.000 | 0.126 | 0.336 | 0.056 | 0.026 | 0.000 | 0.074 | 0.000 | 0.180 | 0.144 | 0.000 | 0.096 | 0.118 |
synth | 480.000 | 1735.000 | 0.758 | 0.714 | 0.479 | 0.583 | 0.304 | 0.605 | 0.002 | 0.719 | 0.711 | 0.020 | 0.439 | 0.444 |
drum | 927.000 | 1288.000 | 0.969 | 0.903 | 0.725 | 0.876 | 0.478 | 0.847 | 0.000 | 0.904 | 0.886 | 0.268 | 0.522 | 0.532 |
slow | 159.000 | 2056.000 | 0.297 | 0.435 | 0.077 | 0.159 | 0.094 | 0.301 | 0.000 | 0.496 | 0.495 | 0.000 | 0.314 | 0.378 |
keyboard | 42.000 | 2173.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.156 | 0.176 | 0.000 | 0.050 | 0.104 |
beat | 137.000 | 2078.000 | 0.275 | 0.394 | 0.019 | 0.103 | 0.010 | 0.182 | 0.020 | 0.449 | 0.449 | 0.000 | 0.247 | 0.250 |
piano | 185.000 | 2030.000 | 0.463 | 0.498 | 0.264 | 0.328 | 0.208 | 0.426 | 0.000 | 0.612 | 0.556 | 0.000 | 0.362 | 0.430 |
vocal | 270.000 | 1945.000 | 0.501 | 0.386 | 0.048 | 0.159 | 0.030 | 0.296 | 0.000 | 0.386 | 0.397 | 0.004 | 0.200 | 0.215 |
british | 82.000 | 2133.000 | 0.043 | 0.108 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.169 | 0.196 | 0.000 | 0.082 | 0.116 |
jazz | 138.000 | 2077.000 | 0.676 | 0.564 | 0.586 | 0.573 | 0.502 | 0.614 | 0.000 | 0.718 | 0.707 | 0.000 | 0.592 | 0.582 |
male | 738.000 | 1477.000 | 0.921 | 0.861 | 0.730 | 0.862 | 0.518 | 0.830 | 0.000 | 0.889 | 0.900 | 0.047 | 0.581 | 0.598 |
quiet | 43.000 | 2172.000 | 0.238 | 0.219 | 0.094 | 0.024 | 0.048 | 0.094 | 0.024 | 0.377 | 0.403 | 0.000 | 0.211 | 0.208 |
electronica | 166.000 | 2049.000 | 0.336 | 0.371 | 0.052 | 0.203 | 0.031 | 0.288 | 0.035 | 0.489 | 0.478 | 0.000 | 0.324 | 0.342 |
electronic | 485.000 | 1730.000 | 0.804 | 0.781 | 0.679 | 0.720 | 0.503 | 0.741 | 0.000 | 0.788 | 0.796 | 0.091 | 0.583 | 0.608 |
noise | 42.000 | 2173.000 | 0.144 | 0.387 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.226 | 0.207 | 0.000 | 0.179 | 0.275 |
country | 74.000 | 2141.000 | 0.287 | 0.296 | 0.000 | 0.032 | 0.000 | 0.089 | 0.000 | 0.262 | 0.330 | 0.000 | 0.128 | 0.180 |
soft | 62.000 | 2153.000 | 0.050 | 0.176 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.271 | 0.239 | 0.000 | 0.177 | 0.226 |
loud | 37.000 | 2178.000 | 0.105 | 0.164 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.293 | 0.293 | 0.000 | 0.218 | 0.180 |
organ | 35.000 | 2180.000 | 0.000 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.113 | 0.105 | 0.000 | 0.053 | 0.037 |
female | 345.000 | 1870.000 | 0.684 | 0.632 | 0.474 | 0.537 | 0.264 | 0.523 | 0.021 | 0.600 | 0.630 | 0.008 | 0.454 | 0.474 |
hiphop | 152.000 | 2063.000 | 0.702 | 0.719 | 0.563 | 0.650 | 0.422 | 0.728 | 0.000 | 0.778 | 0.793 | 0.000 | 0.504 | 0.597 |
bass | 420.000 | 1795.000 | 0.797 | 0.500 | 0.100 | 0.296 | 0.061 | 0.390 | 0.082 | 0.453 | 0.470 | 0.000 | 0.273 | 0.291 |
instrumental | 102.000 | 2113.000 | 0.000 | 0.077 | 0.010 | 0.000 | 0.000 | 0.039 | 0.039 | 0.137 | 0.167 | 0.000 | 0.100 | 0.098 |
guitar | 849.000 | 1366.000 | 0.935 | 0.901 | 0.872 | 0.930 | 0.678 | 0.897 | 0.000 | 0.965 | 0.952 | 0.482 | 0.666 | 0.677 |
fast | 109.000 | 2106.000 | 0.184 | 0.200 | 0.025 | 0.095 | 0.037 | 0.307 | 0.021 | 0.272 | 0.258 | 0.000 | 0.245 | 0.289 |
drummachine | 89.000 | 2126.000 | 0.067 | 0.173 | 0.010 | 0.029 | 0.000 | 0.161 | 0.000 | 0.290 | 0.336 | 0.000 | 0.148 | 0.172 |
dance | 324.000 | 1891.000 | 0.723 | 0.672 | 0.524 | 0.671 | 0.402 | 0.711 | 0.000 | 0.762 | 0.766 | 0.026 | 0.579 | 0.595 |
Summary Negative Example Accuracy (Average Across All Folds)
Tag | Positive Examples | Negative Examples | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GP | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80s | 117.000 | 2098.000 | 0.960 | 0.911 | 0.998 | 0.997 | 0.998 | 0.969 | 0.964 | 0.904 | 0.904 | 1.000 | 0.953 | 0.953 |
horns | 40.000 | 2175.000 | 0.988 | 0.987 | 1.000 | 1.000 | 1.000 | 1.000 | 0.931 | 0.964 | 0.964 | 1.000 | 0.983 | 0.983 |
voice | 148.000 | 2067.000 | 0.984 | 0.898 | 0.996 | 0.995 | 0.999 | 0.955 | 0.673 | 0.869 | 0.871 | 1.000 | 0.934 | 0.934 |
trumpet | 39.000 | 2176.000 | 0.995 | 0.982 | 1.000 | 1.000 | 1.000 | 0.999 | 0.995 | 0.971 | 0.971 | 1.000 | 0.985 | 0.987 |
rap | 157.000 | 2058.000 | 0.956 | 0.949 | 0.991 | 0.983 | 0.992 | 0.958 | 1.000 | 0.911 | 0.912 | 0.999 | 0.969 | 0.969 |
strings | 55.000 | 2160.000 | 0.979 | 0.971 | 0.997 | 1.000 | 0.997 | 0.995 | 1.000 | 0.955 | 0.953 | 1.000 | 0.977 | 0.977 |
pop | 479.000 | 1736.000 | 0.362 | 0.586 | 0.864 | 0.727 | 0.905 | 0.664 | 1.000 | 0.637 | 0.637 | 0.999 | 0.847 | 0.853 |
rock | 664.000 | 1551.000 | 0.671 | 0.581 | 0.753 | 0.642 | 0.855 | 0.647 | 0.991 | 0.538 | 0.538 | 0.907 | 0.869 | 0.871 |
house | 65.000 | 2150.000 | 0.988 | 0.973 | 1.000 | 0.996 | 1.000 | 0.980 | 0.901 | 0.953 | 0.952 | 1.000 | 0.977 | 0.978 |
punk | 51.000 | 2164.000 | 0.978 | 0.977 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 0.959 | 0.960 | 1.000 | 0.982 | 0.984 |
ambient | 60.000 | 2155.000 | 0.990 | 0.974 | 0.992 | 0.999 | 0.991 | 0.985 | 1.000 | 0.952 | 0.954 | 1.000 | 0.979 | 0.979 |
rb | 38.000 | 2177.000 | 0.989 | 0.980 | 1.000 | 1.000 | 1.000 | 0.998 | 1.000 | 0.969 | 0.970 | 1.000 | 0.984 | 0.984 |
techno | 248.000 | 1967.000 | 0.875 | 0.858 | 0.971 | 0.948 | 0.979 | 0.919 | 1.000 | 0.838 | 0.839 | 1.000 | 0.939 | 0.939 |
distortion | 60.000 | 2155.000 | 0.996 | 0.963 | 1.000 | 1.000 | 1.000 | 0.997 | 1.000 | 0.953 | 0.954 | 0.999 | 0.977 | 0.978 |
funk | 37.000 | 2178.000 | 0.999 | 0.990 | 1.000 | 1.000 | 1.000 | 0.997 | 0.976 | 0.967 | 0.967 | 1.000 | 0.985 | 0.985 |
solo | 53.000 | 2162.000 | 0.980 | 0.973 | 1.000 | 0.999 | 1.000 | 0.999 | 1.000 | 0.956 | 0.957 | 1.000 | 0.977 | 0.979 |
metal | 35.000 | 2180.000 | 0.988 | 0.982 | 1.000 | 1.000 | 1.000 | 1.000 | 0.997 | 0.973 | 0.972 | 1.000 | 0.989 | 0.989 |
saxophone | 68.000 | 2147.000 | 0.977 | 0.969 | 0.998 | 0.997 | 0.999 | 0.993 | 0.891 | 0.954 | 0.953 | 1.000 | 0.982 | 0.984 |
acoustic | 38.000 | 2177.000 | 0.991 | 0.982 | 1.000 | 0.999 | 1.000 | 0.997 | 0.949 | 0.968 | 0.967 | 1.000 | 0.984 | 0.985 |
synth | 480.000 | 1735.000 | 0.572 | 0.623 | 0.823 | 0.752 | 0.875 | 0.705 | 0.995 | 0.644 | 0.641 | 0.995 | 0.844 | 0.847 |
drum | 927.000 | 1288.000 | 0.119 | 0.156 | 0.354 | 0.219 | 0.634 | 0.296 | 1.000 | 0.206 | 0.194 | 0.802 | 0.654 | 0.663 |
slow | 159.000 | 2056.000 | 0.919 | 0.896 | 0.979 | 0.975 | 0.985 | 0.929 | 1.000 | 0.883 | 0.883 | 0.999 | 0.946 | 0.952 |
keyboard | 42.000 | 2173.000 | 0.998 | 0.989 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 0.964 | 0.965 | 1.000 | 0.981 | 0.983 |
beat | 137.000 | 2078.000 | 0.944 | 0.894 | 0.994 | 0.977 | 0.994 | 0.939 | 0.979 | 0.896 | 0.896 | 0.999 | 0.950 | 0.950 |
piano | 185.000 | 2030.000 | 0.909 | 0.868 | 0.968 | 0.965 | 0.973 | 0.923 | 1.000 | 0.873 | 0.868 | 0.998 | 0.939 | 0.948 |
vocal | 270.000 | 1945.000 | 0.648 | 0.736 | 0.971 | 0.923 | 0.983 | 0.850 | 0.995 | 0.776 | 0.778 | 0.999 | 0.889 | 0.891 |
british | 82.000 | 2133.000 | 0.984 | 0.956 | 1.000 | 1.000 | 1.000 | 0.995 | 1.000 | 0.929 | 0.930 | 1.000 | 0.964 | 0.965 |
jazz | 138.000 | 2077.000 | 0.946 | 0.952 | 0.985 | 0.991 | 0.986 | 0.962 | 1.000 | 0.916 | 0.915 | 1.000 | 0.972 | 0.972 |
male | 738.000 | 1477.000 | 0.463 | 0.432 | 0.696 | 0.574 | 0.781 | 0.534 | 1.000 | 0.445 | 0.450 | 0.967 | 0.789 | 0.796 |
quiet | 43.000 | 2172.000 | 0.988 | 0.979 | 0.997 | 1.000 | 0.999 | 0.999 | 0.990 | 0.968 | 0.968 | 1.000 | 0.984 | 0.984 |
electronica | 166.000 | 2049.000 | 0.910 | 0.895 | 0.992 | 0.966 | 0.994 | 0.932 | 0.953 | 0.876 | 0.875 | 1.000 | 0.943 | 0.945 |
electronic | 485.000 | 1730.000 | 0.721 | 0.713 | 0.850 | 0.827 | 0.889 | 0.786 | 1.000 | 0.658 | 0.660 | 0.989 | 0.882 | 0.889 |
noise | 42.000 | 2173.000 | 0.989 | 0.975 | 1.000 | 1.000 | 0.998 | 0.995 | 0.987 | 0.965 | 0.965 | 1.000 | 0.984 | 0.986 |
country | 74.000 | 2141.000 | 0.973 | 0.961 | 1.000 | 0.999 | 1.000 | 0.985 | 1.000 | 0.940 | 0.942 | 1.000 | 0.969 | 0.971 |
soft | 62.000 | 2153.000 | 0.989 | 0.968 | 0.997 | 0.999 | 0.999 | 0.994 | 1.000 | 0.950 | 0.949 | 1.000 | 0.976 | 0.978 |
loud | 37.000 | 2178.000 | 0.992 | 0.983 | 1.000 | 1.000 | 1.000 | 0.999 | 1.000 | 0.971 | 0.971 | 1.000 | 0.986 | 0.986 |
organ | 35.000 | 2180.000 | 0.998 | 0.984 | 1.000 | 1.000 | 1.000 | 1.000 | 0.992 | 0.969 | 0.970 | 1.000 | 0.985 | 0.984 |
female | 345.000 | 1870.000 | 0.767 | 0.754 | 0.943 | 0.920 | 0.946 | 0.797 | 0.985 | 0.737 | 0.742 | 1.000 | 0.897 | 0.901 |
hiphop | 152.000 | 2063.000 | 0.947 | 0.945 | 0.988 | 0.979 | 0.990 | 0.956 | 1.000 | 0.910 | 0.911 | 0.999 | 0.961 | 0.969 |
bass | 420.000 | 1795.000 | 0.268 | 0.538 | 0.920 | 0.783 | 0.946 | 0.686 | 0.943 | 0.637 | 0.640 | 0.998 | 0.829 | 0.834 |
instrumental | 102.000 | 2113.000 | 0.991 | 0.938 | 0.996 | 1.000 | 0.997 | 0.981 | 0.945 | 0.910 | 0.911 | 1.000 | 0.956 | 0.957 |
guitar | 849.000 | 1366.000 | 0.472 | 0.437 | 0.509 | 0.447 | 0.681 | 0.483 | 1.000 | 0.353 | 0.345 | 0.841 | 0.791 | 0.798 |
fast | 109.000 | 2106.000 | 0.959 | 0.926 | 0.999 | 0.994 | 0.999 | 0.963 | 0.969 | 0.910 | 0.909 | 1.000 | 0.961 | 0.963 |
drummachine | 89.000 | 2126.000 | 0.987 | 0.949 | 0.999 | 0.995 | 0.997 | 0.975 | 1.000 | 0.927 | 0.929 | 1.000 | 0.965 | 0.965 |
dance | 324.000 | 1891.000 | 0.823 | 0.816 | 0.944 | 0.920 | 0.965 | 0.890 | 1.000 | 0.787 | 0.787 | 0.999 | 0.927 | 0.931 |
Overall Summary Results (Affinity)
Measure | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|
Average AUC-ROC Tag | 0.742 | 0.761 | 0.762 | 0.791 | 0.721 | 0.749 | 0.784 | 0.786 | 0.736 | 0.782 | 0.807 |
Average AUC-ROC Clip | 0.871 | 0.861 | 0.882 | 0.882 | 0.854 | 0.854 | 0.872 | 0.876 | 0.851 | 0.751 | 0.774 |
Precision at 3 | 0.534 | 0.476 | 0.539 | 0.539 | 0.511 | 0.511 | 0.507 | 0.511 | 0.454 | 0.298 | 0.324 |
Precision at 6 | 0.411 | 0.381 | 0.419 | 0.419 | 0.399 | 0.399 | 0.399 | 0.403 | 0.370 | 0.259 | 0.273 |
Precision at 9 | 0.325 | 0.313 | 0.332 | 0.331 | 0.316 | 0.316 | 0.321 | 0.323 | 0.306 | 0.225 | 0.239 |
Precision at 12 | 0.269 | 0.264 | 0.274 | 0.274 | 0.261 | 0.261 | 0.267 | 0.271 | 0.259 | 0.201 | 0.212 |
Precision at 15 | 0.226 | 0.227 | 0.233 | 0.233 | 0.221 | 0.221 | 0.229 | 0.232 | 0.224 | 0.182 | 0.189 |
Summary AUC-ROC Tag (Average Across All Folds)
Tag | BP1 | BP2 | CC1 | CC2 | CC3 | CC4 | GT1 | GT2 | HBC | LWW1 | LWW2 |
---|---|---|---|---|---|---|---|---|---|---|---|
80s | 0.679 | 0.674 | 0.707 | 0.766 | 0.706 | 0.738 | 0.702 | 0.711 | 0.673 | 0.713 | 0.757 |
horns | 0.680 | 0.700 | 0.620 | 0.638 | 0.607 | 0.550 | 0.666 | 0.644 | 0.554 | 0.694 | 0.748 |
voice | 0.580 | 0.563 | 0.550 | 0.592 | 0.566 | 0.612 | 0.625 | 0.622 | 0.560 | 0.522 | 0.560 |
trumpet | 0.713 | 0.748 | 0.714 | 0.775 | 0.704 | 0.669 | 0.763 | 0.731 | 0.619 | 0.792 | 0.778 |
rap | 0.913 | 0.921 | 0.941 | 0.945 | 0.915 | 0.920 | 0.934 | 0.940 | 0.835 | 0.938 | 0.937 |
strings | 0.816 | 0.836 | 0.833 | 0.850 | 0.730 | 0.769 | 0.797 | 0.802 | 0.790 | 0.804 | 0.843 |
pop | 0.736 | 0.709 | 0.734 | 0.775 | 0.691 | 0.732 | 0.715 | 0.724 | 0.705 | 0.759 | 0.778 |
rock | 0.891 | 0.846 | 0.850 | 0.877 | 0.826 | 0.855 | 0.857 | 0.862 | 0.849 | 0.870 | 0.890 |
house | 0.745 | 0.784 | 0.804 | 0.829 | 0.786 | 0.783 | 0.854 | 0.860 | 0.852 | 0.870 | 0.859 |
punk | 0.880 | 0.840 | 0.838 | 0.895 | 0.752 | 0.846 | 0.843 | 0.864 | 0.823 | 0.849 | 0.904 |
ambient | 0.702 | 0.803 | 0.806 | 0.798 | 0.753 | 0.751 | 0.793 | 0.800 | 0.667 | 0.746 | 0.809 |
rb | 0.703 | 0.775 | 0.761 | 0.789 | 0.620 | 0.680 | 0.832 | 0.843 | 0.781 | 0.748 | 0.816 |
techno | 0.825 | 0.850 | 0.900 | 0.908 | 0.877 | 0.879 | 0.859 | 0.863 | 0.821 | 0.894 | 0.877 |
distortion | 0.793 | 0.755 | 0.689 | 0.779 | 0.678 | 0.753 | 0.833 | 0.833 | 0.810 | 0.821 | 0.819 |
funk | 0.567 | 0.752 | 0.700 | 0.703 | 0.705 | 0.674 | 0.749 | 0.723 | 0.727 | 0.745 | 0.788 |
solo | 0.779 | 0.751 | 0.697 | 0.812 | 0.556 | 0.689 | 0.771 | 0.789 | 0.653 | 0.729 | 0.765 |
metal | 0.808 | 0.903 | 0.837 | 0.913 | 0.720 | 0.829 | 0.880 | 0.884 | 0.873 | 0.904 | 0.941 |
saxophone | 0.892 | 0.867 | 0.917 | 0.920 | 0.885 | 0.902 | 0.870 | 0.876 | 0.748 | 0.891 | 0.899 |
acoustic | 0.626 | 0.862 | 0.829 | 0.885 | 0.704 | 0.797 | 0.854 | 0.855 | 0.820 | 0.818 | 0.884 |
synth | 0.725 | 0.711 | 0.718 | 0.717 | 0.684 | 0.683 | 0.739 | 0.733 | 0.713 | 0.733 | 0.747 |
drum | 0.640 | 0.576 | 0.534 | 0.596 | 0.578 | 0.617 | 0.613 | 0.600 | 0.606 | 0.637 | 0.653 |
slow | 0.729 | 0.778 | 0.776 | 0.785 | 0.746 | 0.762 | 0.806 | 0.797 | 0.794 | 0.814 | 0.847 |
keyboard | 0.552 | 0.588 | 0.581 | 0.541 | 0.521 | 0.502 | 0.733 | 0.706 | 0.620 | 0.636 | 0.660 |
beat | 0.744 | 0.788 | 0.770 | 0.773 | 0.739 | 0.716 | 0.815 | 0.816 | 0.830 | 0.809 | 0.828 |
piano | 0.783 | 0.771 | 0.813 | 0.824 | 0.773 | 0.777 | 0.818 | 0.817 | 0.789 | 0.814 | 0.836 |
vocal | 0.613 | 0.611 | 0.630 | 0.668 | 0.608 | 0.644 | 0.652 | 0.652 | 0.647 | 0.622 | 0.656 |
british | 0.729 | 0.712 | 0.596 | 0.680 | 0.541 | 0.624 | 0.714 | 0.750 | 0.697 | 0.669 | 0.691 |
jazz | 0.869 | 0.850 | 0.927 | 0.934 | 0.892 | 0.898 | 0.895 | 0.895 | 0.772 | 0.909 | 0.909 |
male | 0.787 | 0.718 | 0.782 | 0.814 | 0.729 | 0.763 | 0.752 | 0.764 | 0.645 | 0.766 | 0.778 |
quiet | 0.850 | 0.893 | 0.830 | 0.833 | 0.793 | 0.795 | 0.904 | 0.890 | 0.841 | 0.851 | 0.888 |
electronica | 0.741 | 0.771 | 0.816 | 0.822 | 0.767 | 0.755 | 0.792 | 0.785 | 0.756 | 0.804 | 0.835 |
electronic | 0.840 | 0.816 | 0.848 | 0.855 | 0.823 | 0.840 | 0.799 | 0.802 | 0.748 | 0.831 | 0.838 |
noise | 0.756 | 0.820 | 0.844 | 0.902 | 0.809 | 0.860 | 0.800 | 0.829 | 0.765 | 0.807 | 0.867 |
country | 0.804 | 0.869 | 0.772 | 0.827 | 0.727 | 0.774 | 0.781 | 0.817 | 0.745 | 0.796 | 0.823 |
soft | 0.713 | 0.778 | 0.747 | 0.752 | 0.684 | 0.743 | 0.848 | 0.845 | 0.829 | 0.840 | 0.846 |
loud | 0.811 | 0.816 | 0.807 | 0.884 | 0.765 | 0.856 | 0.916 | 0.905 | 0.882 | 0.890 | 0.917 |
organ | 0.548 | 0.647 | 0.613 | 0.614 | 0.550 | 0.599 | 0.648 | 0.634 | 0.566 | 0.616 | 0.648 |
female | 0.801 | 0.762 | 0.822 | 0.829 | 0.709 | 0.724 | 0.739 | 0.748 | 0.665 | 0.773 | 0.792 |
hiphop | 0.900 | 0.913 | 0.930 | 0.932 | 0.910 | 0.914 | 0.916 | 0.924 | 0.848 | 0.918 | 0.934 |
bass | 0.568 | 0.539 | 0.532 | 0.568 | 0.549 | 0.565 | 0.579 | 0.586 | 0.575 | 0.612 | 0.618 |
instrumental | 0.609 | 0.600 | 0.719 | 0.722 | 0.672 | 0.675 | 0.647 | 0.676 | 0.507 | 0.695 | 0.730 |
guitar | 0.833 | 0.748 | 0.741 | 0.803 | 0.743 | 0.786 | 0.791 | 0.798 | 0.765 | 0.811 | 0.838 |
fast | 0.680 | 0.717 | 0.780 | 0.806 | 0.767 | 0.806 | 0.738 | 0.749 | 0.761 | 0.817 | 0.829 |
drummachine | 0.582 | 0.694 | 0.729 | 0.749 | 0.720 | 0.704 | 0.789 | 0.775 | 0.774 | 0.744 | 0.783 |
dance | 0.847 | 0.837 | 0.891 | 0.898 | 0.872 | 0.878 | 0.853 | 0.856 | 0.841 | 0.879 | 0.886 |
Select Friedman's Test Results
Tag F-measure (Binary) Friedman Test
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each tag in the test, averaged over all folds.
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
LWW2 | GT2 | -1.754 | 0.689 | 3.131 | FALSE |
LWW2 | GT1 | -1.509 | 0.933 | 3.376 | FALSE |
LWW2 | BP2 | -0.709 | 1.733 | 4.176 | FALSE |
LWW2 | LWW1 | -1.109 | 1.333 | 3.776 | FALSE |
LWW2 | BP1 | -0.843 | 1.600 | 4.043 | FALSE |
LWW2 | CC4 | -0.265 | 2.178 | 4.620 | FALSE |
LWW2 | CC2 | 0.602 | 3.044 | 5.487 | TRUE |
LWW2 | CC1 | 1.835 | 4.278 | 6.720 | TRUE |
LWW2 | CC3 | 3.613 | 6.056 | 8.498 | TRUE |
LWW2 | HBC | 4.780 | 7.222 | 9.665 | TRUE |
LWW2 | GP | 4.357 | 6.800 | 9.242 | TRUE |
GT2 | GT1 | -2.198 | 0.244 | 2.687 | FALSE |
GT2 | BP2 | -1.398 | 1.044 | 3.487 | FALSE |
GT2 | LWW1 | -1.798 | 0.644 | 3.087 | FALSE |
GT2 | BP1 | -1.531 | 0.911 | 3.354 | FALSE |
GT2 | CC4 | -0.954 | 1.489 | 3.931 | FALSE |
GT2 | CC2 | -0.087 | 2.356 | 4.798 | FALSE |
GT2 | CC1 | 1.146 | 3.589 | 6.031 | TRUE |
GT2 | CC3 | 2.924 | 5.367 | 7.809 | TRUE |
GT2 | HBC | 4.091 | 6.533 | 8.976 | TRUE |
GT2 | GP | 3.669 | 6.111 | 8.554 | TRUE |
GT1 | BP2 | -1.643 | 0.800 | 3.243 | FALSE |
GT1 | LWW1 | -2.042 | 0.400 | 2.842 | FALSE |
GT1 | BP1 | -1.776 | 0.667 | 3.109 | FALSE |
GT1 | CC4 | -1.198 | 1.244 | 3.687 | FALSE |
GT1 | CC2 | -0.331 | 2.111 | 4.554 | FALSE |
GT1 | CC1 | 0.902 | 3.344 | 5.787 | TRUE |
GT1 | CC3 | 2.680 | 5.122 | 7.565 | TRUE |
GT1 | HBC | 3.846 | 6.289 | 8.731 | TRUE |
GT1 | GP | 3.424 | 5.867 | 8.309 | TRUE |
BP2 | LWW1 | -2.842 | -0.400 | 2.042 | FALSE |
BP2 | BP1 | -2.576 | -0.133 | 2.309 | FALSE |
BP2 | CC4 | -1.998 | 0.444 | 2.887 | FALSE |
BP2 | CC2 | -1.131 | 1.311 | 3.754 | FALSE |
BP2 | CC1 | 0.102 | 2.544 | 4.987 | TRUE |
BP2 | CC3 | 1.880 | 4.322 | 6.765 | TRUE |
BP2 | HBC | 3.046 | 5.489 | 7.931 | TRUE |
BP2 | GP | 2.624 | 5.067 | 7.509 | TRUE |
LWW1 | BP1 | -2.176 | 0.267 | 2.709 | FALSE |
LWW1 | CC4 | -1.598 | 0.844 | 3.287 | FALSE |
LWW1 | CC2 | -0.731 | 1.711 | 4.154 | FALSE |
LWW1 | CC1 | 0.502 | 2.944 | 5.387 | TRUE |
LWW1 | CC3 | 2.280 | 4.722 | 7.165 | TRUE |
LWW1 | HBC | 3.446 | 5.889 | 8.331 | TRUE |
LWW1 | GP | 3.024 | 5.467 | 7.909 | TRUE |
BP1 | CC4 | -1.865 | 0.578 | 3.020 | FALSE |
BP1 | CC2 | -0.998 | 1.444 | 3.887 | FALSE |
BP1 | CC1 | 0.235 | 2.678 | 5.120 | TRUE |
BP1 | CC3 | 2.013 | 4.456 | 6.898 | TRUE |
BP1 | HBC | 3.180 | 5.622 | 8.065 | TRUE |
BP1 | GP | 2.757 | 5.200 | 7.643 | TRUE |
CC4 | CC2 | -1.576 | 0.867 | 3.309 | FALSE |
CC4 | CC1 | -0.343 | 2.100 | 4.543 | FALSE |
CC4 | CC3 | 1.435 | 3.878 | 6.320 | TRUE |
CC4 | HBC | 2.602 | 5.044 | 7.487 | TRUE |
CC4 | GP | 2.180 | 4.622 | 7.065 | TRUE |
CC2 | CC1 | -1.209 | 1.233 | 3.676 | FALSE |
CC2 | CC3 | 0.569 | 3.011 | 5.454 | TRUE |
CC2 | HBC | 1.735 | 4.178 | 6.620 | TRUE |
CC2 | GP | 1.313 | 3.756 | 6.198 | TRUE |
CC1 | CC3 | -0.665 | 1.778 | 4.220 | FALSE |
CC1 | HBC | 0.502 | 2.944 | 5.387 | TRUE |
CC1 | GP | 0.080 | 2.522 | 4.965 | TRUE |
CC3 | HBC | -1.276 | 1.167 | 3.609 | FALSE |
CC3 | GP | -1.698 | 0.744 | 3.187 | FALSE |
HBC | GP | -2.865 | -0.422 | 2.020 | FALSE |
Per Track F-measure (Binary) Friedman Test
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the F-measure for each track in the test, averaged over all folds.
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
CC2 | CC1 | 0.102 | 0.442 | 0.782 | TRUE |
CC2 | CC4 | 0.274 | 0.614 | 0.954 | TRUE |
CC2 | BP1 | 0.260 | 0.601 | 0.941 | TRUE |
CC2 | GT2 | 0.664 | 1.004 | 1.344 | TRUE |
CC2 | GT1 | 0.709 | 1.048 | 1.389 | TRUE |
CC2 | BP2 | 0.792 | 1.132 | 1.472 | TRUE |
CC2 | LWW2 | 1.020 | 1.360 | 1.700 | TRUE |
CC2 | LWW1 | 1.167 | 1.507 | 1.847 | TRUE |
CC2 | CC3 | 1.494 | 1.834 | 2.174 | TRUE |
CC2 | HBC | 4.402 | 4.742 | 5.082 | TRUE |
CC2 | GP | 5.684 | 6.024 | 6.364 | TRUE |
CC1 | CC4 | -0.168 | 0.172 | 0.512 | FALSE |
CC1 | BP1 | -0.181 | 0.159 | 0.499 | FALSE |
CC1 | GT2 | 0.222 | 0.562 | 0.903 | TRUE |
CC1 | GT1 | 0.267 | 0.607 | 0.947 | TRUE |
CC1 | BP2 | 0.350 | 0.690 | 1.030 | TRUE |
CC1 | LWW2 | 0.578 | 0.918 | 1.259 | TRUE |
CC1 | LWW1 | 0.725 | 1.065 | 1.405 | TRUE |
CC1 | CC3 | 1.052 | 1.392 | 1.732 | TRUE |
CC1 | HBC | 3.961 | 4.301 | 4.641 | TRUE |
CC1 | GP | 5.243 | 5.583 | 5.923 | TRUE |
CC4 | BP1 | -0.353 | -0.013 | 0.327 | FALSE |
CC4 | GT2 | 0.050 | 0.390 | 0.730 | TRUE |
CC4 | GT1 | 0.095 | 0.435 | 0.775 | TRUE |
CC4 | BP2 | 0.178 | 0.518 | 0.858 | TRUE |
CC4 | LWW2 | 0.406 | 0.746 | 1.086 | TRUE |
CC4 | LWW1 | 0.553 | 0.893 | 1.233 | TRUE |
CC4 | CC3 | 0.880 | 1.220 | 1.560 | TRUE |
CC4 | HBC | 3.789 | 4.129 | 4.469 | TRUE |
CC4 | GP | 5.071 | 5.411 | 5.751 | TRUE |
BP1 | GT2 | 0.064 | 0.404 | 0.744 | TRUE |
BP1 | GT1 | 0.108 | 0.448 | 0.788 | TRUE |
BP1 | BP2 | 0.191 | 0.531 | 0.872 | TRUE |
BP1 | LWW2 | 0.419 | 0.760 | 1.100 | TRUE |
BP1 | LWW1 | 0.567 | 0.906 | 1.247 | TRUE |
BP1 | CC3 | 0.893 | 1.233 | 1.573 | TRUE |
BP1 | HBC | 3.802 | 4.142 | 4.482 | TRUE |
BP1 | GP | 5.084 | 5.424 | 5.764 | TRUE |
GT2 | GT1 | -0.296 | 0.044 | 0.385 | FALSE |
GT2 | BP2 | -0.212 | 0.128 | 0.468 | FALSE |
GT2 | LWW2 | 0.016 | 0.356 | 0.696 | TRUE |
GT2 | LWW1 | 0.163 | 0.503 | 0.843 | TRUE |
GT2 | CC3 | 0.490 | 0.830 | 1.170 | TRUE |
GT2 | HBC | 3.398 | 3.738 | 4.079 | TRUE |
GT2 | GP | 4.680 | 5.020 | 5.360 | TRUE |
GT1 | BP2 | -0.257 | 0.083 | 0.423 | FALSE |
GT1 | LWW2 | -0.029 | 0.311 | 0.652 | FALSE |
GT1 | LWW1 | 0.118 | 0.459 | 0.798 | TRUE |
GT1 | CC3 | 0.445 | 0.785 | 1.125 | TRUE |
GT1 | HBC | 3.354 | 3.694 | 4.034 | TRUE |
GT1 | GP | 4.636 | 4.976 | 5.316 | TRUE |
BP2 | LWW2 | -0.112 | 0.228 | 0.568 | FALSE |
BP2 | LWW1 | 0.035 | 0.375 | 0.715 | TRUE |
BP2 | CC3 | 0.362 | 0.702 | 1.042 | TRUE |
BP2 | HBC | 3.271 | 3.611 | 3.951 | TRUE |
BP2 | GP | 4.553 | 4.893 | 5.233 | TRUE |
LWW2 | LWW1 | -0.193 | 0.147 | 0.487 | FALSE |
LWW2 | CC3 | 0.134 | 0.474 | 0.814 | TRUE |
LWW2 | HBC | 3.042 | 3.382 | 3.723 | TRUE |
LWW2 | GP | 4.324 | 4.664 | 5.004 | TRUE |
LWW1 | CC3 | -0.013 | 0.327 | 0.667 | FALSE |
LWW1 | HBC | 2.895 | 3.235 | 3.575 | TRUE |
LWW1 | GP | 4.177 | 4.517 | 4.857 | TRUE |
CC3 | HBC | 2.568 | 2.909 | 3.249 | TRUE |
CC3 | GP | 3.850 | 4.191 | 4.531 | TRUE |
HBC | GP | 0.942 | 1.282 | 1.622 | TRUE |
Per Track AUC-ROC (Affinity) Friedman Test
The following table and plot show the results of Friedman's ANOVA with Tukey-Kramer multiple comparisons computed over the Area Under the ROC curve (AUC-ROC) for each track/clip in the test, averaged over all folds.
TeamID | TeamID | Lowerbound | Mean | Upperbound | Significance |
---|---|---|---|---|---|
CC1 | CC2 | -0.311 | 0.003 | 0.317 | FALSE |
CC1 | GT2 | -0.214 | 0.100 | 0.414 | FALSE |
CC1 | GT1 | 0.224 | 0.539 | 0.853 | TRUE |
CC1 | BP1 | 0.133 | 0.448 | 0.762 | TRUE |
CC1 | BP2 | 0.726 | 1.040 | 1.355 | TRUE |
CC1 | CC4 | 0.725 | 1.040 | 1.354 | TRUE |
CC1 | CC3 | 0.729 | 1.044 | 1.358 | TRUE |
CC1 | HBC | 0.977 | 1.291 | 1.606 | TRUE |
CC1 | LWW2 | 2.630 | 2.945 | 3.259 | TRUE |
CC1 | LWW1 | 3.096 | 3.410 | 3.725 | TRUE |
CC2 | GT2 | -0.217 | 0.097 | 0.411 | FALSE |
CC2 | GT1 | 0.221 | 0.536 | 0.850 | TRUE |
CC2 | BP1 | 0.130 | 0.445 | 0.759 | TRUE |
CC2 | BP2 | 0.723 | 1.038 | 1.352 | TRUE |
CC2 | CC4 | 0.722 | 1.037 | 1.351 | TRUE |
CC2 | CC3 | 0.726 | 1.041 | 1.355 | TRUE |
CC2 | HBC | 0.974 | 1.288 | 1.603 | TRUE |
CC2 | LWW2 | 2.627 | 2.942 | 3.256 | TRUE |
CC2 | LWW1 | 3.093 | 3.407 | 3.722 | TRUE |
GT2 | GT1 | 0.124 | 0.439 | 0.753 | TRUE |
GT2 | BP1 | 0.033 | 0.348 | 0.662 | TRUE |
GT2 | BP2 | 0.626 | 0.940 | 1.255 | TRUE |
GT2 | CC4 | 0.625 | 0.940 | 1.254 | TRUE |
GT2 | CC3 | 0.629 | 0.944 | 1.258 | TRUE |
GT2 | HBC | 0.877 | 1.191 | 1.506 | TRUE |
GT2 | LWW2 | 2.530 | 2.845 | 3.159 | TRUE |
GT2 | LWW1 | 2.996 | 3.310 | 3.625 | TRUE |
GT1 | BP1 | -0.405 | -0.091 | 0.224 | FALSE |
GT1 | BP2 | 0.187 | 0.502 | 0.816 | TRUE |
GT1 | CC4 | 0.186 | 0.501 | 0.815 | TRUE |
GT1 | CC3 | 0.190 | 0.505 | 0.819 | TRUE |
GT1 | HBC | 0.438 | 0.753 | 1.067 | TRUE |
GT1 | LWW2 | 2.091 | 2.406 | 2.720 | TRUE |
GT1 | LWW1 | 2.557 | 2.871 | 3.186 | TRUE |
BP1 | BP2 | 0.278 | 0.593 | 0.907 | TRUE |
BP1 | CC4 | 0.277 | 0.592 | 0.906 | TRUE |
BP1 | CC3 | 0.281 | 0.596 | 0.910 | TRUE |
BP1 | HBC | 0.529 | 0.844 | 1.158 | TRUE |
BP1 | LWW2 | 2.182 | 2.497 | 2.811 | TRUE |
BP1 | LWW1 | 2.648 | 2.962 | 3.277 | TRUE |
BP2 | CC4 | -0.315 | -0.001 | 0.314 | FALSE |
BP2 | CC3 | -0.311 | 0.003 | 0.318 | FALSE |
BP2 | HBC | -0.064 | 0.251 | 0.566 | FALSE |
BP2 | LWW2 | 1.590 | 1.904 | 2.219 | TRUE |
BP2 | LWW1 | 2.055 | 2.370 | 2.684 | TRUE |
CC4 | CC3 | -0.310 | 0.004 | 0.319 | FALSE |
CC4 | HBC | -0.063 | 0.252 | 0.566 | FALSE |
CC4 | LWW2 | 1.591 | 1.905 | 2.219 | TRUE |
CC4 | LWW1 | 2.056 | 2.371 | 2.685 | TRUE |
CC3 | HBC | -0.067 | 0.248 | 0.562 | FALSE |
CC3 | LWW2 | 1.586 | 1.901 | 2.215 | TRUE |
CC3 | LWW1 | 2.052 | 2.367 | 2.681 | TRUE |
HBC | LWW2 | 1.339 | 1.653 | 1.968 | TRUE |
HBC | LWW1 | 1.804 | 2.119 | 2.433 | TRUE |
LWW2 | LWW1 | 0.151 | 0.466 | 0.780 | TRUE |
Assorted Results Files for Download
General Results
affinity_tag_fold_AUC_ROC.csv
affinity_clip_AUC_ROC.csv
binary_per_fold_Accuracy.csv
binary_per_fold_Fmeasure.csv
binary_per_fold_negative_example_Accuracy.csv
binary_per_fold_per_track_Accuracy.csv
binary_per_fold_per_track_Fmeasure.csv
binary_per_fold_per_track_negative_example_Accuracy.csv
binary_per_fold_per_track_positive_example_Accuracy.csv
binary_per_fold_positive_example_Accuracy.csv
Friedman's Tests Results
affinity.PrecisionAt3.friedman.tukeyKramerHSD.csv
affinity.PrecisionAt3.friedman.tukeyKramerHSD.png
affinity.PrecisionAt6.friedman.tukeyKramerHSD.csv
affinity.PrecisionAt6.friedman.tukeyKramerHSD.png
affinity.PrecisionAt9.friedman.tukeyKramerHSD.csv
affinity.PrecisionAt9.friedman.tukeyKramerHSD.png
affinity.PrecisionAt12.friedman.tukeyKramerHSD.csv
affinity.PrecisionAt12.friedman.tukeyKramerHSD.png
affinity.PrecisionAt15.friedman.tukeyKramerHSD.csv
affinity.PrecisionAt15.friedman.tukeyKramerHSD.png
binary_Accuracy.friedman.tukeyKramerHSD.csv
binary_Accuracy.friedman.tukeyKramerHSD.png
Results By Algorithm
(.tgz format)
BP1 = Juan José Burred, Geoffroy Peeters
BP2 = Juan José Burred, Geoffroy Peeters
CC1 = Chuan Cao, Ming Li
CC2 = Chuan Cao, Ming Li
CC3 = Chuan Cao, Ming Li
CC4 = Chuan Cao, Ming Li
GP = Geoffroy Peeters
GT1 = George Tzanetakis
GT2 = George Tzanetakis
LWW1 = Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang
LWW2 = Hung-Yi Lo, Ju-Chiang Wang, Hsin-Min Wang
HBC = Matthew D.Hoffman, David M. Blei, Perry R.Cook