ICA outperforms other leading methods, such as principal component analysis, k-means clustering and the Plaid model, in constructing functionally coherent clusters on microarray datasets from Saccharomyces cerevisiae, Caenorhabditis elegans and human.BackgroundMicroarray technology has enabled high-throughput genome-wide measurements of gene transcript levels, promising to provide insight into bio