From: Speeding up the Consensus Clustering methodology for microarray data analysis
Precision | ||||||
---|---|---|---|---|---|---|
Novartis | St. Jude | Normal | Gaussian3 | Gaussian5 | Simulated6 | |
WCSS-K-means-C | ⑤ | ➏ | 9 | ➌ | $4$ | ⑦ |
WCSS-R-R0 | ⑤ | ➏ | 9 | - | ➌ | ⑦ |
G-Gap-K-means-R | ⑦ | $4$ | 7 | ➌ | 8 | 3 |
G-Gap-R-R5 | ⑤ | ⑦ | 7 | ➌ | $7$ | 3 |
FOM-K-means-C | ➍ | ⑤ | 6 | ➌ | - | ⑤ |
FOM-K-means-S | ➍ | ⑦ | 4 | - | - | $4$ |
FOM-R-R5 | 7 | - | 10 | ➌ | - | ⑦ |
FOM-Hier-A | ➍ | 8 | 6 | ➌ | - | ⑤ |
DIFF-FOM-K-means-C | ⑦ | 3 | 7 | ➌ | 29 | 3 |
FC-Hier-A | 5 - $6$ | ➏ | 10 | ➌ | ➎ | ⑤ |
FC-Hier-C | ➍ - ⑤ | ⑤ - ➏ | 10 | ➌ | ➎ | ⑤ |
Gold solution | 4 | 6 | 13 | 3 | 5 | 6 |