Table 1:
Performance of the Proposed Methods
| Method | Accuracy | F1 Score | Recall | Precision |
|---|---|---|---|---|
| Two-Class Neural Network | 1.000 | 1.000 | 1.000 | 1.000 |
| Two-Class Decision Forest | 1.000 | 1.000 | 1.000 | 1.000 |
| Two-Class Locally Deep SVM | 1.000 | 1.000 | 1.000 | 1.000 |
| Two-Class Logistics Regression | 1.000 | 1.000 | 1.000 | 1.000 |
Table 2:
Confusion Matrices of the Proposed Methods
| Two Class Neural Network | Two Class Decision Forest | Two Class Locally Deep SVM | Two Class Logistic Regression | ||||
|---|---|---|---|---|---|---|---|
| True | False | True | False | True | False | True | False |
| Positive | Negative | Positive | Negative | Positive | Negative | Positive | Negative |
| 549168 | 0 | 549168 | 0 | 549168 | 0 | 549168 | 0 |
| False | True | False | True | False | True | False | True |
| Positive | Negative | Positive | Negative | Positive | Negative | Positive | Negative |
| 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
Figure 1:
Relations of the Cancellation with Factors