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Table 5 Average and standard error of accuracy from 5-fold cross validation based on 10 runs.

From: TSG: a new algorithm for binary and multi-class cancer classification and informative genes selection

  TSG k-TSP TSP
Dataset Average Standard error Average Standard error Average Standard error
CNS 81.1 1.61 77.0 1.48 67.0 2.48
Colon 84.8 0.85 87.4 0.31 86.7 1.85
DLBCL 95.2 0.69 94.6 0.88 92.9 2.25
GCM 81.7 0.66 81.9 0.41 76.0 1.04
Leukemia 93.7 0.75 91.8 1.13 89.4 1.56
Lung 100 0 98.6 0.15 96.3 0.69
Prostate1 90.2 0.72 91 0.75 89.3 1.27
Prostate2 74.4 0.6 77.9 0.69 70.4 2.25
Prostate3 100 0 95.4 0.79 95.1 1.44
Average 89.0   88.4   84.8