GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest |
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Authors: | Ramón Diaz-Uriarte |
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Institution: | 1.Statistical Computing Team, Structural Biology and Biocomputing Programme,Spanish National Cancer Center (CNIO),Madrid,Spain |
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Abstract: | Background Microarray data are often used for patient classification and gene selection. An appropriate tool for end users and biomedical
researchers should combine user friendliness with statistical rigor, including carefully avoiding selection biases and allowing
analysis of multiple solutions, together with access to additional functional information of selected genes. Methodologically,
such a tool would be of greater use if it incorporates state-of-the-art computational approaches and makes source code available. |
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Keywords: | |
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