RuleFit uses an existing tree ensemble model as its input predictors. It first converts the ensemble into a series of rules corresponding to terminal nodes. It then fits a regularized regression model on these rules to produce a simpler model without sacrificing much, if any, performance.
|Author||Eric E Graves|
|Maintainer||Eric E Graves <[email protected]>|
|Package repository||View on GitHub|
Install the latest version of this package by entering the following in R:
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.