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glmtree (version 0.2)

Logistic Regression Trees

Description

A logistic regression tree is a decision tree with logistic regressions at its leaves. A particular stochastic expectation maximization algorithm is used to draw a few good trees, that are then assessed via the user's criterion of choice among BIC / AIC / test set Gini. The formal development is given in a PhD chapter, see Ehrhardt (2019) .

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Install

install.packages('glmtree')

Monthly Downloads

341

Version

0.2

License

GPL (>= 2)

Maintainer

Last Published

October 3rd, 2020

Functions in glmtree (0.2)