Table 4 Evaluation of DeFN forecasts using the time-series CV
From: Operational solar flare prediction model using Deep Flare Net
Datasets | TSS (≥ M-class flares) | TSS (≥ C-class flares) |
|---|---|---|
Training (2010–2011), Validation (2012), Test (2013) | 0.49 | 0.53 |
Training (2010–2012), Validation (2013), Test (2014) | 0.66 | 0.60 |
Training (2010–2013), Validation (2014), Test (2015) | 0.77 | 0.66 |
Training (2010–2014), Validation (2015), Test (2016) | 0.87 | 0.56 |
Training (2010–2015), Validation (2016), Test (2017) | 0.72 | 0.61 |
Average | 0.70 | 0.59 |