Cross-validation | Algorithm | Performance evaluation parameters | |||||
---|---|---|---|---|---|---|---|
ACC(%) | SE(%) | SPE(%) | PPV (%) | NPV (%) | AUC | ||
K2 | DT | 70.12 | 42.10 | 87.52 | 67.66 | 70.86 | 0.6712 |
SVM | 70.95 | 44.36 | 87.46 | 68.75 | 71.66 | 0.6642 | |
NB | 66.33 | 45.00 | 79.60 | 57.83 | 69.95 | 0.6874 | |
RF | 71.03 | 34.88 | 91.01 | 70.88 | 69.20 | 0.7291 | |
K5 | DT | 70.14 | 42.09 | 87.50 | 67.57 | 70.89 | 0.6788 |
SVM | 70.96 | 44.46 | 87.46 | 68.77 | 71.71 | 0.6601 | |
NB | 66.32 | 44.99 | 79.56 | 57.79 | 69.93 | 0.6885 | |
RF | 71.96 | 35.35 | 91.03 | 71.45 | 69.31 | 0.7316 | |
K10 | DT | 70.11 | 42.11 | 87.56 | 67.76 | 70.90 | 0.6686 |
SVM | 70.94 | 44.45 | 87.43 | 68.78 | 71.68 | 0.6619 | |
NB | 70.92 | 44.40 | 87.46 | 68.83 | 71.64 | 0.6774 | |
RF | 71.37 | 33.53 | 91.63 | 71.34 | 68.91 | 0.7286 |