Research Article
Structure Identification-Based Clustering According to Density Consistency
Table 1
Clustering results when different clustering algorithms, applied to four real world data sets.
| Data-set | NMI | Newāāalgorithm | NRSC | Spectral-Ng | STSC | Chameleon |
| Iris | 0.8623 | 0.7612 | 0.8058 | 0.7612 | 0.7652 | Noisy Iris | 0.8623 | 0.7779 | 0.5759 | 0.5881 | 0.7652 | Pendigit | 0.6429 | 0.5899 | 0.4902 | 0.5107 | 0.7706 | Noisy USPS-01 | 1.0 | 1.0 | 0.6234 | 0.7439 | 0.8972 |
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