Imbalance Ratio Preservation on real-world datasets source (train)
1.303Mean |ΔIR|BoundaryTPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BoundaryTPSN=1502025.11 | 1.303 | 2.312 | 0.175 | |
| TPSN=1502025.11 | 1.586 | 2.285 | 0.734 | |
| DROP3N=1502025.11 | 2.871 | 4.304 | 0.932 | |
| CNN+ENNN=1502025.11 | 3.087 | 3.41 | 1.349 | |
| KMeansN=1502025.11 | 3.202 | 5.305 | 0.681 | |
| SPOTGreedyN=1502025.11 | 3.202 | 5.305 | 0.681 | |
| CNNN=1502025.11 | 3.282 | 4.392 | 1.264 | |
| ICFN=1502025.11 | 3.606 | 5.108 | 0.843 | |
| IB3N=1502025.11 | 16.042 | 52.245 | 0.94 |