Table 6 Evolution of GRU model using testing data.
From: Exploring the efficacy of GRU model in classifying the signal to noise ratio of microgrid model
Class # | Label | Precision | Recall (sensitivity) | Specificity | F1-Score |
|---|---|---|---|---|---|
0 | 0 | 99.99% | 100% | 100% | 99.96% |
1 | − 10 | 99.86% | 99.99% | 99.97% | 99.92% |
2 | − 30 | 99.98% | 99.86% | 99.99% | 99.92% |
3 | − 50 | 99.98% | 99.98% | 100% | 99.98% |
4 | − 70 | 100.00% | 99.98% | 100% | 99.99% |
