Research Article
HSDP: A Hybrid Sampling Method for Imbalanced Big Data Based on Data Partition
Table 8
G-mean for different r value.
| | r = 0.6 | r = 0.8 | r = 1.0 | r = 1.2 | r = 1.4 |
| Pima | 0.6254 | 0.6483 | 0.6409 | 0.6457 | 0.6347 | Glass5 | 0.7678 | 0.8045 | 0.8246 | 0.7892 | 0.7754 | Yeast3 | 0.7984 | 0.8269 | 0.8266 | 0.8548 | 0.8026 |
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