Novel Feature Selection Method for Nonlinear Support Vector Regression

Table 1

Specification of datasets.

Data sets	No. of training samples	No. of testing samples	No. of features
Type A	200	200	500
Type B	200	200	500
Type C	200	200	500
Traffic	1261	840	48
Student	106	289	27
CNN	500	618	81
Community	999	994	102
Pakinson	1040	612	26