partykit v1.2-10

0

Monthly downloads

0th

Percentile

A Toolkit for Recursive Partytioning

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. Furthermore, new and improved reimplementations of conditional inference trees (ctree()) and model-based recursive partitioning (mob()) from the 'party' package are provided based on the new infrastructure. A description of this package was published by Hothorn and Zeileis (2015) <https://jmlr.org/papers/v16/hothorn15a.html>.

Functions in partykit

Name Description
lmtree Linear Model Trees
glmtree Generalized Linear Model Trees
extree_data Data Preprocessing for Extensible Trees.
HuntingSpiders Abundance of Hunting Spiders
WeatherPlay Weather Conditions and Playing a Game
ctree Conditional Inference Trees
ctree_control Control for Conditional Inference Trees
extree_fit Fit Extensible Trees.
cforest Conditional Random Forests
mob Model-based Recursive Partitioning
panelfunctions Panel-Generators for Visualization of Party Trees
party-plot Visualization of Trees
party-coercion Coercion Functions
party-methods Methods for Party Objects
model_frame_rpart Model Frame Method for rpart
mob_control Control Parameters for Model-Based Partitioning
partynode-methods Methods for Node Objects
partynode Inner and Terminal Nodes
party-predict Tree Predictions
party Recursive Partytioning
prune.modelparty Post-Prune modelparty Objects
partysplit Binary and Multiway Splits
nodeapply Apply Functions Over Nodes
nodeids Extract Node Identifiers
varimp Variable Importance
No Results!

Vignettes of partykit

Name
constparty.Rnw
constparty.Rout.save
ctree.Rnw
ctree.Rout.save
mob.Rnw
party.bib
partykit.Rnw
partykit.Rout.save
No Results!

Last month downloads

Details

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/partykit)](http://www.rdocumentation.org/packages/partykit)