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 |