Table 4. The model performance for each AI algorithm comparison.
| Algorithm |
Training
time (sec.) |
Predict
speed (ms.) |
F1-score
(%) |
Accuracy
(%) |
|---|---|---|---|---|
| ANN | 490.061 | 0.354 | 96.147 | 96.482 |
| SVM | 35.883 | 0.031 | 82.971 | 82.914 |
| k-NN | 9.988 | 0.135 | 89.947 | 67.315 |
| Decision tree | 2.992 | 0.005 | 99.335 | 98.867 |
| Naïve Bayes | 3.985 | 0.006 | 84.917 | 84.924 |