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P-value for metrics applied in the case study
| P-value | |||||
|---|---|---|---|---|---|
| Classifier | Accuracy | Precission | Sensitivity | Specificity | F1-Score |
| Naive Bayes | 1.95E-25 | 1.08E-24 | 4.05E-17 | 8.25E-23 | 6.42E-25 |
| SVM | 3.20E-25 | 2.35E-24 | 1.96E-17 | 1.30E-22 | 3.47E-25 |
| KNN | 2.16E-22 | 1.32E-23 | 5.38E-16 | 1.30E-22 | 4.04E-22 |
| Decision Trees | 4.59E-25 | 3.54E-24 | 7.41E-19 | 1.30E-22 | 1.02E-24 |
| Random Forest | 9.36E-25 | 1.37E-24 | 2.09E-15 | 1.30E-22 | 4.11E-24 |
| Gradient Boosting | 3.20E-25 | 2.35E-24 | 1.96E-17 | 1.30E-22 | 3.47E-25 |
