Table 11. Comparative results for Dermatology data set.
Algorithms | Absolute error | Relative error | time(s) |
---|---|---|---|
MulticlusterKDE | 49 | 13.9% | 10.5 |
K-means | 251 | 70.1% | 0.016 |
PdfCluster | 175 | 48.8% | 28.56 |
K-medoids | 250 | 69.8% | 0.031 |
CLARA | 110 | 30.7% | 0.001 |
DBSCAN | 167 | 46.6% | 0.016 |