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Table 3 The statistics of the validation accuracies of the test algorithms: Synthetic dataset.

From: Error margin analysis for feature gene extraction

 

Mean

Std.

Median

Min.

Max.

SVM-ema

100.00%

0.00%

100.00%

100.00%

100.00%

SVM-ttt

100.00%

0.00%

100.00%

100.00%

100.00%

SVM-rfe

100.00%

0.00%

100.00%

100.00%

100.00%

SVM-mcs

100.00%

0.00%

100.00%

100.00%

100.00%

BLogReg

50.00%

0.02%

50.00%

50.00%

50.22%

STW

93.79%

7.71%

97.56%

64.44%

100.00%