From: MULTI-K: accurate classification of microarray subtypes using ensemble k-means clustering
Data set | Donut & Ball (2) | Horse-Shoe (2) | Spiral (3) | |
---|---|---|---|---|
MULTI-K Cut & Entropy) | 1.0000 (2) | 1.0000 (2) | 1.0000 (3) | |
GCCc | 0.6018 (2) | 0 (2) | 0.0510 (2) | |
GCCk | 0.2553 (6) | 0.1219 (5) | 0.1487 (6) | |
Hier. | gap | 0.2893 (10) | 0.2596 (11) | 0.2303 (20) |
 | Silhuette | 0.4895 (2) | 0.3434 (6) | 0.1532 (29) |
k -means | gap | 0.1752 (12) | 0.3080 (7) | 0.2072 (18) |
 | Silhuette | 0.7019 (2) | 0.3326 (6) | 0.1460 (29) |