StATS: Machine Learning tools in R (January 24, 2006).

There are a variety of different models that perform supervised learning or classification problems

R has a library, MLInterfaces, that puts a uniform interface in front of the input and output from all of these procedures. I could not load the MLInterfaces library directly, but could download and  then install the package from

By the way, I am working with a wonderful book now,

that offers a lot of valuable advice on how to use the many advanced features in R and Bioconductor.

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