2009:Audio Tag Classification (Mood Set) Results

General Legend

Team ID

BP1 = Juan José Burred, Geoffroy Peeters
BP2 = Juan José Burred, Geoffroy Peeters
CL1 = Chuan Cao,Ming Li
CL2 = Chuan Cao,Ming Li
CL3 = Chuan Cao,Ming Li
CL4 = 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
HCB = Matthew D.Hoffman,David M. Blei,Perry R.Cook

Overall Summary Results (Binary)

file /nema-raid/www/mirex/results/tag/Mood/summary_binary.csv not found

Summary Binary Relevance F-Measure (Average Across All Folds)

file /nema-raid/www/mirex/results/tag/Mood/binary_avg_Fmeasure.csv not found

Summary Binary Accuracy (Average Across All Folds)

file /nema-raid/www/mirex/results/tag/Mood/binary_avg_Accuracy.csv not found

Summary Positive Example Accuracy (Average Across All Folds)

file /nema-raid/www/mirex/results/tag/Mood/binary_avg_positive_example_Accuracy.csv not found

Summary Negative Example Accuracy (Average Across All Folds)

file /nema-raid/www/mirex/results/tag/Mood/binary_avg_negative_example_Accuracy.csv not found

file /nema-raid/www/mirex/results/tag/rounded/tag.affinity_tag_AUC_ROC.csv not found

Overall Summary Results (Affinity)

file /nema-raid/www/mirex/results/tag/Mood/summary_affinity.csv not found

Summary AUC-ROC Tag (Average Across All Folds)

file /nema-raid/www/mirex/results/tag/Mood/affinity_tag_AUC_ROC.csv not found

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.

file /nema-raid/www/mirex/results/tag/Mood/binary_FMeasure.friedman.tukeyKramerHSD.csv not found

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. file /nema-raid/www/mirex/results/tag/Mood/binary_FMeasure_per_track.friedman.tukeyKramerHSD.csv not found

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AUC-ROC Tag (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 tag in the test, averaged over all folds.

file /nema-raid/www/mirex/results/tag/Mood/affinity.AUC_ROC_TRACK.friedman.tukeyKramerHSD.csv not found

Assorted Results Files for Download

AUC-ROC Clip Data

(Too large for easy Wiki viewing)
tag.affinity_clip_AUC_ROC.csv

CSV Files Without Rounding (Averaged across folds)

tag.affinity.clip.auc.roc.csv
tag.affinity.clip.auc.roc.csv
tag.binary.accuracy.csv
tag.binary.fmeasure.csv
tag.binary.negative.example.accuracy.csv
tag.binary.positive.example.accuracy.csv

CSV Files Without Rounding (Fold information)

tag.binary.per.fold.positive.example.accuracy.csv
tag.binary.per.fold.negative.example.accuracy.csv
tag.binary.per.fold.fmeasure.csv
tag.binary.per.fold.accuracy.csv
tag.affinity.tag.per.fold.auc.roc.csv

Results By Algorithm

(.tar.gz)
LB = L. Barrington, D. Turnbull, G. Lanckriet
BBE 1 = T. Bertin-Mahieux, Y. Bengio, D. Eck (KNN)
BBE 2 = T. Bertin-Mahieux, Y. Bengio, D. Eck (NNet)
BBE 3 = T. Bertin-Mahieux, D. Eck, P. Lamere, Y. Bengio (Thierry/Lamere Boosting)
TB = Bertin-Mahieux (dumb/smurf)
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
GP1 = G. Peeters 1
GP2 = G. Peeters 2
TTKV = K. Trohidis, G. Tsoumakas, G. Kalliris, I. Vlahavas