Table B.1.
Mean and standard deviation of the significance of differences between oversampling-by-repeating and SMOTE class probabilities for the 3FGL catalog.
| Classes | two-class | three-class | ||
|---|---|---|---|---|
| Method | Mean | Std. | Mean | Std. |
| RF | -0.431 | 0.461 | 0.114 | 0.343 |
| BDT | -0.161 | 0.426 | -0.102 | 0.337 |
| NN | 0.285 | 0.419 | 0.224 | 0.254 |
| LR | 0.437 | 0.615 | 0.357 | 0.325 |
Notes. The significance of the probability difference, Δ, is defined in Eq. (B.1). The mean and the standard deviation of Δ are computed with the pulsar-like probabilities for all sources in the 3FGL catalog.
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