Predicting capacity of models
| True | Predicted | Frequency | Successful Success prediction | Successful failure prediction | Total successful prediction | |
|---|---|---|---|---|---|---|
| Model 1 (Control Variables) | Failure | Failure | 1647 | 68.32% | 94.98% | 85.57% |
| Success | Failure | 300 | ||||
| Failure | Success | 87 | ||||
| Success | Success | 647 | ||||
| Model 2 (Non-Interaction Model) | Failure | Failure | 1633 | 70.01% | 94.18% | 85.64% |
| Success | Failure | 284 | ||||
| Failure | Success | 101 | ||||
| Success | Success | 663 | ||||
| Model 3 (Full Model) | Failure | Failure | 1712 | 97.57% | 98.73% | 98.32% |
| Success | Failure | 23 | ||||
| Failure | Success | 22 | ||||
| Success | Success | 924 |
| True | Predicted | Frequency | Successful Success prediction | Successful failure prediction | Total successful prediction | |
|---|---|---|---|---|---|---|
| Model 1 (Control Variables) | Failure | Failure | 1647 | 68.32% | 94.98% | 85.57% |
| Success | Failure | 300 | ||||
| Failure | Success | 87 | ||||
| Success | Success | 647 | ||||
| Model 2 (Non-Interaction Model) | Failure | Failure | 1633 | 70.01% | 94.18% | 85.64% |
| Success | Failure | 284 | ||||
| Failure | Success | 101 | ||||
| Success | Success | 663 | ||||
| Model 3 (Full Model) | Failure | Failure | 1712 | 97.57% | 98.73% | 98.32% |
| Success | Failure | 23 | ||||
| Failure | Success | 22 | ||||
| Success | Success | 924 |
Note(s): This table provides the predicting capacity of each of the three models to predict success and failure
Source(s): Results from the authors’ own analyses
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