Article
IntegratedMRF: random forest-based framework for integrating prediction from different data types.
Bioinformatics (Oxford, England) - 1 May 2017
Rahman Raziur, Otridge John, Pal Ranadip
Abstract excerpt
Summary: IntegratedMRF is an open-source R implementation for integrating drug response predictions from various genomic characterizations using univariate or multivariate random forests that includes various options for error estimation techniques. The integrated framework was developed following superior performance of random forest based methods in NCI-DREAM drug sensitivity prediction challenge. The...
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