Open Access
Table 2
Accuracy, recall, and average precision for the trained model on the test set, using a mean of the estimated class membership probability from all eight ensemble models.
| Accuracy | Recall | Average precision | |
|---|---|---|---|
| Binary | 97.3% | ||
| Planet | 91.8% | 87.8% | 95.2% |
| Not planet | 97.6% | 98.5% | 99.4% |
| Three-class | 97.1% | ||
| Planets | 90.4% | 90.1% | 95.6% |
| EBs | 95.1% | 95.1% | 96.9% |
| Unknown | 94.8% | 94.9% | 97.7% |
| Four-class | 96.3% | ||
| Planets | 89.1% | 88.8% | 94.4% |
| EBs | 87.4% | 91.7% | 94.7% |
| BEBs | 88.5% | 81.7% | 91.7% |
| Unknown | 94.6% | 95.5% | 97.8% |
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