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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.