Research Article

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

Table 6

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

12345678910

OVO0.2860.3850.4170.3330.3640.3000.5560.5560.6250.625
OVA0.2860.3080.3330.3330.2730.3000.2220.3330.3750.375
BDT-SVM0.8100.7620.7620.6670.5710.6190.7140.6670.8100.714
VBDT-SVM0.5710.7620.5710.7140.5710.5710.6190.4290.5710.762
IBDT-SVM0.7620.7140.7140.7140.8100.8100.6190.6670.8570.571