From: Incremental genetic K-means algorithm and its application in gene expression data analysis
Algorithms | Fig2data | Chodata |
---|---|---|
IGKA (Average of 10 individual runs with generation 100, population 50, mutation probability 0.005 in fig2data, and 0.0005 in chodata) | 4991.53889 | 16995.7 |
FGKA (Average of 10 individual runs with generation 100, population 50, mutation probability 0.005 in fig2data, and 0.0005 in chodata) | 4992.13889 | 16995.4 |
K-means (Average of 20 individual runs) | 5154.21434 | 17374.6758 |
SOM (Average of 8 individual runs with different setting) | 24805.3661 | 21660.9049 |