Research on Model and Algorithm of Multiview and Multilabel Classification Based on Nearest-Neighbor Model

Table 4

Hamming loss performance comparison.

Dataset	Algorithm
	SVM		GP-PMK		ML-KNN		Hierarchical SVM		MVMLOCC
	Best SV	Con SV	Best SV	Con SV	Best SV	Con SV	Best SV	Con SV	Best SV	Con SV
Corel5K0	0.063	0.066	0.225	0.147	0.001	0.716	0.633	0.057	0.568	0.336
ESP game	0.147	0.125	0.417	0.263	0.201	0.124	0.327	0.023	0.174	0.012
PASCAL VOC	0.301	0.147	0.228	0.247	0.144	0.177	0.219	0.325	0.118	0.201