Research Article

Improved Cost-Sensitive Support Vector Machine Classifier for Breast Cancer Diagnosis

Table 8

The main parameters of SAPSO algorithm.

ParameterValue

Objective functionFitness value obtained by formula (15)
Maximum number of evolutions300
maximum number of populations20
Acceleration factor of c11.9
Acceleration factor of c21.9
The maximum value of individual speed0.5
The minimum value of individual speed-0.5
Initial temperature100