Density-Based Penalty Parameter Optimization on C-SVM

Table 1

Standard dataset for classification.

Name	Type	Class	Training size	Testing size	Feature
a1a	Classification	2	1,605	30,956	123
a2a	Classification	2	2,265	30,296	123
a3a	Classification	2	3,185	29,376	123
a4a	Classification	2	4,781	27,780	123
w1a	Classification	2	2,477	47,272	300
w2a	Classification	2	3,470	46,279	300
w3a	Classification	2	4,912	44,837	300
w4a	Classification	2	7,366	42,383	300