Research Article
An Improved Algorithm Based on Fast Search and Find of Density Peak Clustering for High-Dimensional Data
Table 4
UCI experiments heart disease (Cleveland).
| Type | ACC | NMI | ARI | Completeness |
| FDP | 0.09 | 0.17 | 0.08 | 0.06 | -means | 0.12 | 0.19 | 0.14 | 0.12 | DBSCAN | 0.01 | 0.03 | 0.03 | 0.05 | Spectral | 0.15 | 0.16 | 0.11 | 0.12 | IT-RCD-FDP | 0.13 | 0.21 | 0.25 | 0.23 |
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