Research Article

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

Table 6

Running time on Letter.

Time/s12345678910

SRC0.09680.41030.63560.91781.26501.66952.12772.63643.30293.8405
CS4VM2.01022.35042.64012.94053.23023.54153.85964.14825.44545.7497
CSSVM7.576314.939722.150225.569037.090844.167451.677759.115866.660274.3515
CSSRC0.03080.11700.19140.28060.39541.32791.46721.61531.78261.9640