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partykit (version 0.1-5)

A Toolkit for Recursive Partytioning

Description

A toolkit with infrastructure for representing, summarizing, and visualizing tree-structured regression and classification models. This unified infrastructure can be used for reading/coercing tree models from different sources (rpart, RWeka, PMML) yielding objects that share functionality for print/plot/predict methods. (It will also be the basis for a re-implementation of the party package. Currently, only a re-implementation of ctree() is contained in the package.)

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Version

Install

install.packages('partykit')

Monthly Downloads

26,818

Version

0.1-5

License

GPL-2

Maintainer

Torsten Hothorn

Last Published

March 22nd, 2013

Functions in partykit (0.1-5)

WeatherPlay

Weather Conditions and Playing a Game
ctree

Conditional Inference Trees
party-coercion

Coercion Functions
party-methods

Methods for Party Objects
partysplit

Binary and Multiway Splits
nodeids

Extract Node Identifiers
partynode-methods

Methods for Node Objects
partynode

Inner and Terminal Nodes
party

Recursive Partytioning
nodeapply

Apply Functions Over Nodes
party-plot

Visualization of Trees
party-predict

Tree Predictions
model.frame.rpart

Model Frame Method for rpart
ctree_control

Control for Conditional Inference Trees
panelfunctions

Panel-Generators for Visualization of Party Trees