Research Article
An Enhanced Wu-Huberman Algorithm with Pole Point Selection Strategy
Table 1
Comparison with other algorithms on the clustering accuracy.
| Data sets | K-means | Ncut [15] | LCLGR [1] | Wu-Huberman [16] | PSWH |
| BUPA | 0.5623 | 0.5710 | 0.6493 | 0.5304 | 0.6145 | Balance | 0.5472 | 0.5195 | 0.5664 | 0.9983 | 0.9983 | Monks | 0.5806 | 0.7097 | 0.7339 | 0.6452 | 0.6690 | Iris | 0.5533 | 0.9867 | 0.9933 | 1 | 1 | Crx | 0.5038 | 0.6677 | 0.7871 | 0.5758 | 0.6263 | Wine | 0.5000 | 0.7416 | 0.8371 | 0.6667 | 0.7536 | Hayes-Roth | 0.4242 | 0.4015 | 0.4394 | 0.4015 | 0.4318 |
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