Building Predictive Models in R

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Building Predictive Models in R

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关键词：Predictive Building predict models model

The caret package, short for classication and regression training, contains numerous
tools for developing predictive models using the rich set of models available in R. The
package focuses on simplifying model training and tuning across a wide variety of modeling
techniques. It also includes methods for pre-processing training data, calculating variable
importance, and model visualizations. An example from computational chemistry is used
to illustrate the functionality on a real data set and to benchmark the benets of parallel
processing with several types of models.