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Table 5 Comparison of GSP with three gene selection algorithms on ten selected datasets. Bold font indicates the best results

From: A novel gene selection algorithm for cancer classification using microarray datasets

Statistics PSO GA GEP GSP
AC avg. 96.84 93.14 96.63 99.92
AC std. 3.74 4.78 3.42 0.06
SNavg. 96.49 92.28 96.74 99.93
SNstd. 4.05 6.9 3.65 0.08
SPavg. 95.98 93 95.23 99.93
SPstd. 5.31 6.03 5.71 0.09
AUCavg. 0.96 0.9 0.96 1
AUCstd. 0.05 0.08 0.05 0
T avg 121 119 235 126
T std 30 27 28 38
N max. 18.7 549.9 15.7 7.55
N min. 14.3 462.6 11.5 6.1
N avg. 16.14 473.5 13.8 8.16
N std. 10.32 619.44 5.16 4.86