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Classifiers performance, in the test dataset, using all the 17 input features.
| Model | Test Time (s) | CA | F1 |
|---|---|---|---|
| ANN | 0.011 | 1.000 | 1.000 |
| Naïve Bayes | 0.008 | 1.000 | 1.000 |
| kNN | 0.012 | 1.000 | 1.000 |
| SVM | 0.013 | 1.000 | 1.000 |
| Random Forest | 0.011 | 1.000 | 1.000 |
| AdaBoost | 0.0064 | 0.991 | 0.991 |
| Decision Tree | 0.001 | 0.908 | 0.908 |
CA: accuracy; F1 score: harmonic mean of the precision and recall.
