Research Article

The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM

Table 1

SVM parameter setting.

Parameter nameParameter values

SVM typeC-SVM
Class number2
Kernel functionRBF
The degree in kernel function3
in kernel function0.001
Coast factor5
Cache size500 MB
Tolerance in the termination criteria0.001
The weight value of penalty factor for all kinds of samples1
Cross validation5