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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