From: Speeding up the Consensus Clustering methodology for microarray data analysis
Precision | Timing | ||||||||
---|---|---|---|---|---|---|---|---|---|
Novartis | St.Jude | Normal | Gaussian3 | Gaussian5 | Simulated6 | Novartis | St.Jude | Normal | |
Hier-A | ⑤ - | ➏ | 10 | ➌ | ➎ | ⑤ | 1.0 × 107 | 3.7 × 107 | 9.5 × 106 |
Hier-C | ➍- ⑤ | ⑤ - ➏ | 10 | ➌ | ➎ | ⑤ | 1.0 × 107 | 3.7 × 107 | 9.2 × 106 |
Hier-S | ⑤ | 2 | 10 | ② | 2 | ⑦ | 9.8 × 106 | 3.7 × 107 | 9.4 × 106 |
K-means-R | ⑤ | ➏ | 10 | ➌ | ➎ | ➏ | 1.8 × 107 | 1.5 × 107 | 6.3 × 106 |
K-means-A | ⑤ - | ➏ | 8 | ➌ | ➎ | ⑤ | 1.4 × 107 | 6.8 × 107 | 1.1 × 107 |
K-means-C | ➍- ⑤ | ⑤ - ➏ | 10 | ➌ | ➎ | ⑤ | 1.5 × 107 | 6.8 × 107 | 1.0 × 107 |
K-means-S | ⑤ | ➏ | 10 | ② | ➎ | ➏ | 1.6 × 107 | 6.8 × 107 | 1.1 × 107 |
Gold solution | 4 | 6 | 13 | 3 | 5 | 6 | - | - | - |