Table 3 No-sampling (all:all) results
From: Severely imbalanced Big Data challenges: investigating data sampling approaches
Dataset | Learner | AUC | GM |
|---|---|---|---|
Medicare | GBT | 0.7905 | 0.0091 |
LR | 0.8155 | 0.0000 | |
RF | 0.7938 | 0.0082 | |
SlowlorisBig | GBT | 0.6868 | 0.2517 |
LR | 0.5920 | 0.6449 | |
RF | 0.867 | 0.0000 |