Difference between revisions of "2008:Audio Artist Identification Results"
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==Introduction== | ==Introduction== | ||
− | These are the results for the 2008 running of the Audio Artist Identification task. For background information about this task set please refer to the [[Audio Artist Identification]] page. | + | These are the results for the 2008 running of the Audio Artist Identification task. For background information about this task set please refer to the [[2008:Audio Artist Identification]] page. |
===General Legend=== | ===General Legend=== |
Revision as of 13:22, 13 May 2010
Contents
Introduction
These are the results for the 2008 running of the Audio Artist Identification task. For background information about this task set please refer to the 2008:Audio Artist Identification page.
General Legend
Team ID
GP2 = G. Peeters
GT1 (mono) = G. Tzanetakis
GT2 (stereo) = G. Tzanetakis
GT3 (multicore) = G. Tzanetakis
LRPPI1 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 1
LRPPI2 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 2
LRPPI3 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 3
LRPPI4 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 4
ME1 = M. I. Mandel, D. P. W. Ellis 1
ME2 = M. I. Mandel, D. P. W. Ellis 2
ME3 = M. I. Mandel, D. P. W. Ellis 3
Overall Summary Results
MIREX 2008 Audio Artist Classification Summary Results - Raw Classification Accuracy Averaged Over Three Train/Test Folds
file /nema-raid/www/mirex/results/artist/audioartist.avg.results.csv not found
Accuracy Across Folds
file /nema-raid/www/mirex/results/artist/audioartist.results.fold.csv not found
Accuracy Across Categories
file /nema-raid/www/mirex/results/artist/audioartist.results.class.csv not found
MIREX 2008 Audio Artist Classification Evaluation Logs and Confusion Matrices
MIREX 2008 Audio Artist Classification Run Times
file /nema-raid/www/mirex/results/artist.runtime.csv not found
CSV Files Without Rounding
audioartist_results_fold.csv
audioartist_results_class.csv
Results By Algorithm
(.tar.gz)
GP2 = G. Peeters
GT1 = G. Tzanetakis
GT2 = G. Tzanetakis
GT3 = G. Tzanetakis
LRPPI1 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 1
LRPPI2 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 2
LRPPI3 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 3
LRPPI4 = T. Lidy, A. Rauber, A. Pertusa, P. Peonce de Leon, J. M. I├▒esta 4
ME1 = I. M. Mandel, D. P. W. Ellis 1
ME2 = I. M. Mandel, D. P. W. Ellis 2
ME3 = I. M. Mandel, D. P. W. Ellis 3
Friedman's Test for Significant Differences
Classes vs. Systems
The Friedman test was run in MATLAB against the average accuracy for each class.
Friedman's Anova Table
file /nema-raid/www/mirex/results/artist/perClassAccuracy.friedman.csv not found
Tukey-Kramer HSD Multi-Comparison
The Tukey-Kramer HSD multi-comparison data below was generated using the following MATLAB instruction. Command: [c, m, h, gnames] = multicompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05);
file /nema-raid/www/mirex/results/artist/perClassAccuracy.friedman.detail.csv not found
File:Artist.perClassAccuracy.friedman.tukeyKramerHSD.png
Folds vs. Systems
The Friedman test was run in MATLAB against the accuracy for each fold.
Friedman's Anova Table
file /nema-raid/www/mirex/results/artist/perFoldAccuracy.friedman.csv not found
Tukey-Kramer HSD Multi-Comparison
The Tukey-Kramer HSD multi-comparison data below was generated using the following MATLAB instruction. Command: [c, m, h, gnames] = multicompare(stats, 'ctype', 'tukey-kramer', 'estimate', 'friedman', 'alpha', 0.05);
file /nema-raid/www/mirex/results/artist/perFoldAccuracy.friedman.detail.csv not found