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. Author manuscript; available in PMC: 2014 Sep 10.
Published in final edited form as: J Bioinform Comput Biol. 2011 Oct;9(5):631–645. doi: 10.1142/s0219720011005689

Table 3.

The comparison of the classification accuracy to the previous four approaches.1,11,15,16

Cross-validation Independent validation Number of genes used
Our proposed CS method 97.4% 94.3% 2
Weighted vote11 94.7% 85.3% 10~200
SVM15 100.00% 94.1% 6817
Rough sets16 N/A 92.1% 1
SOVAL1 95.9% N/A 33