An Effective ABC-SVM Approach for Surface Roughness Prediction in Manufacturing Processes

Table 7

Optimum internal parameters of SVM for AISI 1045 steel with minimizing MSE.

Algorithm	C
ABC-SVM	100	52.5802	0.0180
DE-SVM	98.55423	0.01	0.039685
GA-SVM	48.9665	0.11801	55.93717
PSO-SVM	100	12.1994	0.016803