Open Access
Table 2
Performance metrics scores for classification of faults in PV system using different classification models.
| Model | AUC | F1 | Precision | Recall |
|---|---|---|---|---|
| KNN | 0.997 | 0.992 | 0.992 | 0.992 |
| Logistic regression | 0.999 | 0.977 | 0.978 | 0.977 |
| Decision tree | 0.994 | 0.986 | 0.986 | 0.986 |
| Naïve Bayes | 0.998 | 0.979 | 0.978 | 0.977 |
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