Incremental Constrained Clustering On Iris
평가 지표
AUBC-ARI (quality)
AUBC-ARI (similarity)
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | AUBC-ARI (quality) | AUBC-ARI (similarity) |
|---|---|---|
| incremental-constrained-clustering-by-minimal | 0.712±0.012 | 0.309±0.004 |
| incremental-constrained-clustering-by-minimal | 0.783±0.025 | 0.472±0.024 |
| incremental-constrained-clustering-by-minimal | 0.695±0.018 | 0.271±0.008 |
| incremental-constrained-clustering-by-minimal | 0.816±0.014 | 0.605±0.016 |
| incremental-constrained-clustering-by-minimal | 0.876±0.018 | 0.398±0.029 |
| incremental-constrained-clustering-by-minimal | 0.941±0.007 | 0.668±0.02 |
| incremental-constrained-clustering-by-minimal | 0.88±0.016 | 0.432±0.029 |
| incremental-constrained-clustering-by-minimal | 0.928±0.015 | 0.584±0.027 |