Article
Willows: a memory efficient tree and forest construction package.
BMC bioinformatics - 5 May 2009
Zhang Heping, Wang Minghui, Chen Xiang
Abstract excerpt
BACKGROUND: Existing tree and forest methods are powerful bioinformatics tools to explore high dimensional data including high throughput genomic data. However, they cannot deal with the data generated by recent genotyping platforms for single nucleotide polymorphisms due to the massive size of the data and its excessive memory demand. RESULTS: Using the recursive partitioning technique, we developed a new...
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