Table 2.
Median TSS and standard deviation for all four classifiers and the three different datasets.
| True skill statistics (TSS) |
||||
|---|---|---|---|---|
| Datasets | SVM | Linear SVM | Random forest | Decision tree |
| Intensity threshold (all attributes) | 0.90 ± 0.07 | 0.94 ± 0.05 | 0.87 ± 0.10 | 0.80 ± 0.15 |
| SPoCA (all attributes) | 0.89 ± 0.07 | 0.90 ± 0.06 | 0.77 ± 0.11 | 0.68 ± 0.18 |
| SPoCA (only attributes from AIA) | 0.82 ± 0.08 | 0.83 ± 0.07 | 0.71 ± 0.11 | 0.63 ± 0.21 |
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