Table 2 The average and maximum classification metrics that were obtained using a random forest classifier across fivefolds, with a dataset that has been augmented using synthetic data.
From: Machine learning-based discovery of vibrationally stable materials
| Â | Precision | Recall | f1- Score | |||
|---|---|---|---|---|---|---|
Unstable | Stable | Unstable | Stable | Unstable | Stable | |
Average (fivefolds) | 0.60 | 0.84 | 0.68 | 0.79 | 0.63 | 0.81 |
Maximum (fivefolds) | 0.63 | 0.86 | 0.73 | 0.82 | 0.67 | 0.83 |