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

Table 4

Classification accuracy on Nursery.

Accuracy	1	2	3	4	5	6	7	8	9	10
SRC	0.9298	0.9305	0.9343	0.9412	0.9420	0.9460	0.9484	0.9484	0.9530	0.9572
CS4VM	0.9186	0.9256	0.9307	0.9345	0.9335	0.9414	0.9400	0.9396	0.9369	0.9421
CSSVM	0.9279	0.9398	0.9314	0.9393	0.9345	0.9319	0.9285	0.9279	0.9285	0.9294
CSSRC	0.9601	0.9623	0.9610	0.9585	0.9610	0.9600	0.9610	0.9627	0.9597	0.9616