Table 3. Model performance by cutoff (0–100%).
Actual attempt | |||||||||
---|---|---|---|---|---|---|---|---|---|
Cutoff | No | Yes | Sensitivity | Specificity | PPV | NPV | Accuracy | ||
0% | Classified attempt | No | 0 | 0 | 1.00 | 0.00 | 0.40 | 0.00 | 0.40 |
Yes | 9 | 6 | |||||||
10% | Classified attempt | No | 1 | 0 | 1.00 | 0.11 | 0.43 | 1.00 | 0.47 |
Yes | 8 | 6 | |||||||
20% | Classified attempt | No | 2 | 1 | 0.83 | 0.22 | 0.42 | 0.67 | 0.47 |
Yes | 7 | 5 | |||||||
30% | Classified attempt | No | 4 | 2 | 0.67 | 0.44 | 0.44 | 0.67 | 0.53 |
Yes | 5 | 4 | |||||||
40% | Classified attempt | No | 8 | 3 | 0.50 | 0.89 | 0.75 | 0.73 | 0.73 |
Yes | 1 | 3 | |||||||
50% | Classified attempt | No | 8 | 5 | 0.17 | 0.89 | 0.50 | 0.62 | 0.60 |
Yes | 1 | 1 | |||||||
60% | Classified attempt | No | 8 | 5 | 0.17 | 0.89 | 0.00 | 0.62 | 0.60 |
Yes | 1 | 1 | |||||||
70% | Classified attempt | No | 9 | 6 | 0.00 | 1.00 | 0.00 | 0.60 | 0.60 |
Yes | 0 | 0 | |||||||
80% | Classified attempt | No | 9 | 6 | 0.00 | 1.00 | 0.00 | 0.60 | 0.60 |
Yes | 0 | 0 | |||||||
90% | Classified attempt | No | 9 | 6 | 0.00 | 1.00 | 0.00 | 0.60 | 0.60 |
Yes | 0 | 0 | |||||||
100% | Classified attempt | No | 9 | 6 | 0.00 | 1.00 | 0.00 | 0.60 | 0.60 |
Yes | 0 | 0 |