M-Score and F-Score model results
| Model | M-Score (basic) cut-off = −2.22 | M-Score (basic) cut-off = −1.78 | M-Score (modified) cut-off = −1.78 | M-Score (5-element) cut-off = −2.76 | M-Score (5-element) cut-off = −2.22 | M-Score (5-element) cut-off = −1.78 | F-score |
|---|---|---|---|---|---|---|---|
| Accuracy | 55.0% | 58.3% | 60.0% | 58.3% | 60.0% | 56.7% | 59.2% |
| Sensitivity | 43.3% | 33.3% | 33.3% | 55.0% | 31.7% | 23.3% | 33.3% |
| Specificity | 66.7% | 83.3% | 86.7% | 61.7% | 88.3% | 90.0% | 85.0% |
| F-measure | 49.1% | 44.4% | 45.5% | 56.9% | 44.2% | 35.0% | 44.9% |
| Type I error | 33.3% | 16.7% | 13.3% | 38.3% | 11.7% | 10.0% | 15.0% |
| Type II error | 53.7% | 66.7% | 66.7% | 45.0% | 68.3% | 76.7% | 66.7% |
| Model | M-Score (basic) cut-off = | M-Score (basic) cut-off = | M-Score (modified) cut-off = | M-Score (5-element) cut-off = | M-Score (5-element) cut-off = | M-Score (5-element) cut-off = | F-score |
|---|---|---|---|---|---|---|---|
| Accuracy | 55.0% | 58.3% | 58.3% | 56.7% | 59.2% | ||
| Sensitivity | 43.3% | 33.3% | 33.3% | 31.7% | 23.3% | 33.3% | |
| Specificity | 66.7% | 83.3% | 86.7% | 61.7% | 88.3% | 85.0% | |
| F-measure | 49.1% | 44.4% | 45.5% | 44.2% | 35.0% | 44.9% | |
| Type I error | 33.3% | 16.7% | 13.3% | 38.3% | 11.7% | 15.0% | |
| Type II error | 53.7% | 66.7% | 66.7% | 68.3% | 76.7% | 66.7% |
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