Evaluation Criteria | Naive Bayes | SVM | Random Forest | Simple Logistic | ANN |
Accuracy | 86.40 | 97.53 | 95.76 | 95.05 | 77.39 |
True Positive Rate/Recall/ Sensitivity | 86.40 | 97.50 | 95.80 | 95.10 | 77.40 |
True Negative Rate/Specificity | 82.88 | 94.94 | 92.61 | 93.77 | 63.42 |
False Positive Rate/False Out | 14.20 | 2.90 | 4.80 | 5.20 | 25.00 |
False Negative Rate/Miss Rate | 10.68 | 0.32 | 1.62 | 3.88 | 11.00 |
Precision | 86.40 | 95.95 | 95.90 | 95.10 | 78.30 |
F-score | 86.40 | 96.72 | 95.70 | 95.00 | 76.90 |