Research on Multiple Classification Based on Improved SVM Algorithm for Balanced Binary Decision Tree

Table 7

The classification accuracy of each multiclassification algorithm for the dataset“Page Blocks” in the 10 experiments.

	1	2	3	4	5	6	7	8	9	10
OVO	0.944	0.947	0.936	0.932	0.942	0.949	0.929	0.885	0.936	0.938
OVA	0.942	0.954	0.940	0.936	0.942	0.948	0.934	0.879	0.934	0.945
BDT-SVM	0.915	0.900	0.911	0.915	0.906	0.926	0.923	0.915	0.900	0.909
VBDT-SVM	0.910	0.905	0.914	0.888	0.898	0.917	0.916	0.919	0.921	0.899
IBDT-SVM	0.928	0.918	0.928	0.950	0.930	0.928	0.950	0.930	0.928	0.960