From: SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosis
Datasets/feature selection | Initial feature set | CFS | ReliefF | BPSO |
---|---|---|---|---|
Breast cancer | 32 | 3 | 8 | 17 |
Colon cancer | 2000 | 19 | 500 | 1249 |
Leukemia | 7129 | 36 | 1782 | 4101 |
Lung cancer | 12,533 | 40 | 3133 | 6721 |
Gene expression cancer | 20,531 | 97 | 5133 | 11,306 |