Table 6.
Algorithm | Accuracy, % | Precision, % | Recall, % | F1 score, % |
Support vector machine | 66.71 | 66.37 | 83.71 a | 73.98 |
Logistic regression | 66.56 | 67.68 | 79.08 | 72.84 |
Neural network (single layer) | 70.78 | 71.13 | 81.54 | 75.89 |
Neural network (double layer) | 70.29 | 71.45 | 80.81 | 75.40 |
Naive Bayes | 59.36 | 61.80 | 73.78 | 67.19 |
aItalics represent the highest values.