Skip to main content

Table 4 Classification performance among feature selection methods for a subset of 15 top-ranked genes (probe ids)

From: mAPKL: R/ Bioconductor package for detecting gene exemplars and revealing their characteristics

Method

AUC

MCC

ACC

TNR

TPR

mAP-KL

0.94

0.84

92.0

0.88

1.00

cat

0.88

0.82

92.0

1.00

0.75

ODP

0.88

0.82

92.0

1.00

0.75

RF

0.81

0.62

83.0

0.88

0.75

maxT

0.75

0.63

83.0

1.00

0.50

PLS

0.69

0.41

75.0

0.88

0.50

eBayes

0.62

0.43

75.0

1.00

0.25

SAM

0.62

0.43

75.0

1.00

0.25