Music classification by low-rank semantic mappings

Table 3 Music tagging performance on the CAL500 dataset by applying fivefold cross-validation

Method	Features	Precision	Recall	F₁score
LRSMs	Fusion cmc	0.504	0.202	0.289
	Fusion cm	0.504	0.202	0.289
	Cortical	0.500	0.203	0.288
	MFCCs	0.379	0.167	0.232
	Chroma	0.277	0.130	0.174
MLSRC	Fusion cmc	0.458	0.184	0.263
	Fusion cm	0.466	0.186	0.266
	Cortical	0.476	0.186	0.267
	MFCCs	0.384	0.162	0.228
	Chroma	0.355	0.151	0.212
Rank-SVMs	Fusion cmc	0.469	0.209	0.289
	Fusion cm	0.477	0.209	0.291
	Cortical	0.472	0.208	0.288
	MFCCs	0.313	0.140	0.194
	Chroma	0.287	0.128	0.177
MLkNN	Fusion cmc	0.404	0.173	0.243
	Fusion cm	0.398	0.173	0.241
	Cortical	0.404	0.173	0.242
	MFCCs	0.338	0.156	0.213
	Chroma	0.305	0.138	0.190
PARAFAC2	Fusion cmc	0.483	0.196	0.279
	Fusion cm	0.480	0.197	0.279
	Cortical	0.472	0.208	0.288
	MFCCs	0.304	0.136	0.188
	Chroma	0.289	0.130	0.179
[63]		0.480	0.260	0.340
[26]		0.490	0.230	0.260
[9] as evaluated in [26]		0.410	0.240	0.250
[12] as evaluated in [26]		0.380	0.240	0.250
[64] as evaluated in [26]		0.370	0.170	0.200