From: MULTI-K: accurate classification of microarray subtypes using ensemble k-means clustering
Data set | MULTI-K | GCCk | GCCc | k-means | Hier. | ||
---|---|---|---|---|---|---|---|
 |  |  |  | gap | Sil | gap | Sil |
Leukemia (3) | 0.7364 (2) | 0.7284 (4) | 0.7040 (2) | 0.4604 (6) | 0.6930 (2) | 0.7521 (4) | 0.4881 (2) |
Lymphoma (3) | 1.0000 (3) | 0.3016 (5) | 0.9414 (2) | 0.1454 (6) | 0.8943 (2) | 0.9414 (2) | 0.9414 (2) |
Colon (2) | 1.0000 (2) | 0.0349 (5) | 0.0386 (4) | 0.0540 (6) | 0.0088 (25) | 0.8944 (2) | 0.8944 (2) |
Thyroid I (2) | 1.0000 (2) | 0.2396 (5) | 0.1351 (4) | 0.7335 (3) | 0.7772 (2) | 0.3462 (3) | 0.4183 (2) |
Thyroid II (2) | 1.0000 (2) | 0.4468 (4) | 0.3986 (5) | 1.0000 (2) | 1.0000 (2) | 0.5895 (4) | 1.0000 (2) |
St. Jude (6) | 0.8015 (5) | 0.7490 (5) | 0.6697 (4) | 0.5579 (9) | 0.1985 (2) | 0.1985 (2) | 0.1985 (2) |
Normal I (12) | 1.0000 (12) | 1.0000 (12) | 0.4964 (11) | 0.9546 (13) | 0.7356 (10) | 0 (1) | 1.0000 (12) |
Normal II (13) | 0.7977 (10) | 0.7629 (11) | 0.2476 (13) | 0.7650 (15) | 0.6875 (10) | 0.1985 (2) | 0.6830 (16) |