Table 2 The n-fold of random forest model
n-fold | LR | RF | XBG | SVM | ANN | DT | ADABOOST | MNB | Average | |
|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.75 | 0.50 | 0.75 | 0.50 | 1.00 | 0.75 | 0.75 | 0.75 | 0.72 | |
2 | 0.75 | 1.00 | 0.75 | 1.00 | 0.75 | 0.75 | 0.75 | 1.00 | 0.84 | |
3 | 0.67 | 1.00 | 1.00 | 1.00 | 1.00 | 0.83 | 1.00 | 1.00 | 0.94 | |
4 | 1.00 | 1.00 | 1.00 | 0.75 | 0.75 | 0.50 | 1.00 | 0.75 | 0.84 | |
5 | 1.00 | 1.00 | 1.00 | 1.00 | 0.50 | 0.50 | 0.75 | 0.50 | 0.78 | |
6 | 0.50 | 1.00 | 0.50 | 1.00 | 0.50 | 0.50 | 0.50 | 0.50 | 0.63 | |
7 | 0.50 | 1.00 | 0.50 | 1.00 | 0.50 | 0.50 | 0.50 | 0.50 | 0.63 | |
Average | 0.74 | 0.93 | 0.79 | 0.89 | 0.71 | 0.62 | 0.75 | 0.71 | 0.77 | |