Table 3 F-Score (FS) comparison between dividing the dataset based on characteristic keywords and taking it as a whole
From: Cleaning by clustering: methodology for addressing data quality issues in biomedical metadata
| Â | cutCluster | K-medoid | DBSCAN | APCluster | StdHier |
|---|---|---|---|---|---|
Average [Min, Max] | 0.63 [0.43, 0.94] | 0.61 [0.41, 0.86] | 0.62 [0.49, 0.87] | 0.57 [0.35, 0.68] | 0.6 [0.4, 0.81] |
As a whole dataset | 0.43 | 0.4 | 0.37 | 0.34 | 0.4 |