Research Article

A Novel Support Vector Machine with Globality-Locality Preserving

Table 3

Database information for comparative analysis.

DatabaseNumber of sample Attribute Number of class

Breast 699 9 2
Heart 270 13 2
Pima 768 8 2
New Thyroid (NT) 215 5 3
Wine 178 13 3
Iris 150 4 3
Glass 214 9 6