Research Article
Robust K-Median and K-Means Clustering Algorithms for Incomplete Data
Table 4
Misclassification rates of different K-means algorithms on the Seeds data.
| % | WDS | PDS | NPS | RKM2 | 0.05 | 0.10 | 0.15 |
| 0 | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 | 5 | 12.10 | 13.29 | 12.71 | 10.62 | 10.34 | 11.26 | 10 | 11.05 | 22.62 | 15.38 | 13.67 | 13.28 | 14.61 | 15 | 13.48 | 23.67 | 17.38 | 14.33 | 13.97 | 15.56 | 20 | 19.00 | 35.86 | 16.95 | 15.81 | 15.16 | 16.33 |
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