A Cost-Sensitive Sparse Representation Based Classification for Class-Imbalance Problem

Table 5

Running time on Nursery.

Time/s	1	2	3	4	5	6	7	8	9	10
SRC	0.0105	0.0385	0.0664	0.0973	0.1324	0.1721	0.2158	0.2620	0.3137	0.3702
CS4VM	1.7131	1.7114	1.9854	2.0866	2.0969	2.2246	2.2572	2.3539	2.3044	2.4455
CSSVM	3.7136	8.5207	15.1722	23.3593	33.2055	45.8405	59.8414	74.8664	93.9153	115.6757
CSSRC	0.0102	0.0237	0.0408	0.0594	0.0818	0.1069	0.1328	0.1594	0.1907	0.2236