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Table 5 Music classification results on the CAL500 dataset obtained by employing a few labeled music recordings

From: Music classification by low-rank semantic mappings

Method

Features

Music Tagging: CAL500

 

Precision

Recall

F1score

LRSMs

Fusion cmc

0.480

0.191

0.273

 

Fusion cm

0.480

0.191

0.273

MLSRC

Fusion cmc

0.467

0.178

0.257

 

Fusion cm

0.467

0.178

0.257

Rank-SVMs

Fusion cmc

0.433

0.181

0.255

 

Fusion cm

0.435

0.182

0.257

MLkNN

Fusion cmc

0.331

0.151

0.208

 

Fusion cm

0.331

0.149

0.205

PARAFAC2

Fusion cmc

0.460

0.187

0.266

 

Fusion cm

0.462

0.188

0.267

  1. The best results are indicated in italics.