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Table 1 The classification performance of the 6 classifiers

From: Robust biomarker discovery for hepatocellular carcinoma from high-throughput data by multiple feature selection methods

Method

# of gene

SN

SP

F1-score

ACC

AUC

Adaboost

21

0.940

1.00

0.969

0.970

0.994

KNN

62

0.960

1.00

0.979

0.980

0.999

NB

12

0.980

1.00

0.989

0.990

1.00

NN

63

0.960

1.00

0.979

0.980

1.00

RF

13

0.980

1.00

0.989

0.990

0.993

SVM

57

0.960

1.00

0.979

0.980

0.996