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

Table 5

Comparison of one-error performance.

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	0.174	0.225	0.258	0.201	0.201	0.336	0.178	0.147	0.214	0.089
ESP game	0.136	0.174	0.206	0.307	0.013	0.124	0.259	0.339	0.144	0.122
PASCAL VOC	0.217	0.228	0.146	0.528	0.392	0.417	0.208	0.136	0.218	0.152