Classifier | v = 90% | v = 70% | v = 50% | ||||||
---|---|---|---|---|---|---|---|---|---|
Precision | Recall | \(F_1\) Score | Precision | Recall | \(F_1\) Score | Precision | Recall | \(F_1\) Score | |
RF | 0.91 | 0.91 | 0.90 | 0.90 | 0.90 | 0.90 | 0.86 | 0.86 | 0.86 |
DT | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 0.90 | 0.86 | 0.86 | 0.86 |
KNN | 0.84 | 0.83 | 0.83 | 0.82 | 0.81 | 0.81 | 0.79 | 0.78 | 0.78 |
NB | 0.67 | 0.72 | 0.69 | 0.66 | 0.71 | 0.68 | 0.60 | 0.65 | 0.63 |
SVM | 0.74 | 0.75 | 0.74 | 0.73 | 0.74 | 0.73 | 0.70 | 0.70 | 0.70 |
ANN | 0.81 | 0.80 | 0.80 | 0.79 | 0.77 | 0.78 | 0.39 | 0.38 | 0.36 |