partykit: A Toolkit for Recursive Partytioning

Canonical link: https://scholar.rpkg.net/pkg/partykit

Torsten Hothorn • Heidi Seibold • Achim Zeileis • View description and downloads View dependencies GitHub project

2011 Published

1.2-20 Version

0 Citations

3 Authors

Referenced by ⇅	Year
treemisc: Data Sets and Functions to Accompany "Tree-Based Methods for Statistical Learning in R" (Version 0.0.1)	2022
ggparty: 'ggplot' Visualizations for the 'partykit' Package (Version 1.0.0)	2019
mlr3viz: Visualizations for 'mlr3' (Version 0.8.0)	2020
ATR: Alternative Tree Representation (Version 0.1-1)	2018
C443: See a Forest for the Trees (Version 3.4.0)	2018
C50: C5.0 Decision Trees and Rule-Based Models (Version 0.1.8)	2012
CERFIT: Causal Effect Random Forest of Interaction Tress (Version 0.1.0)	2022
CGPfunctions: Powell Miscellaneous Functions for Teaching and Learning Statistics (Version 0.6.3)	2018
HSAUR2: A Handbook of Statistical Analyses Using R (2nd Edition) (Version 1.1-20)	2009
HSAUR3: A Handbook of Statistical Analyses Using R (3rd Edition) (Version 1.0-14)	2014
ICcforest: An Ensemble Method for Interval-Censored Survival Data (Version 0.5.1)	2019
LLM: Logit Leaf Model Classifier for Binary Classification (Version 1.1.0)	2018
LSDirf: Impulse-Response Function Analysis for Agent-Based Models (Version 0.1.3)	2024
LTRCforests: Ensemble Methods for Survival Data with Time-Varying Covariates (Version 0.7.0)	2020
LTRCtrees: Survival Trees to Fit Left-Truncated and Right-Censored and Interval-Censored Survival Data (Version 1.1.1)	2016
MST: Multivariate Survival Trees (Version 2.2)	2014
MachineShop: Machine Learning Models and Tools (Version 3.7.0)	2018
ODRF: Oblique Decision Random Forest for Classification and Regression (Version 0.0.4)	2023
PPtreeViz: Projection Pursuit Classification Tree Visualization (Version 2.0.4)	2015
PPtreeregViz: Projection Pursuit Regression Tree Visualization (Version 2.0.5)	2022
PlackettLuce: Plackett-Luce Models for Rankings (Version 0.4.3)	2017
RWeka: R/Weka Interface (Version 0.4-46)	2006
StratifiedMedicine: Stratified Medicine (Version 1.0.5)	2019
bcf: Causal Inference using Bayesian Causal Forests (Version 2.0.2)	2018
betareg: Beta Regression (Version 3.1-4)	2004
bonsai: Model Wrappers for Tree-Based Models (Version 0.2.1)	2022
buildmer: Stepwise Elimination and Term Reordering for Mixed-Effects Regression (Version 2.11)	2019
censored: 'parsnip' Engines for Survival Models (Version 0.3.0)	2022
coat: Conditional Method Agreement Trees (COAT) (Version 0.2.0)	2023
counterfactuals: Counterfactual Explanations (Version 0.1.2)	2023
d3r: 'd3.js' Utilities for R (Version 1.1.0)	2016
data.tree: General Purpose Hierarchical Data Structure (Version 1.1.0)	2015
dipm: Depth Importance in Precision Medicine (DIPM) Method (Version 1.9)	2021
dlookr: Tools for Data Diagnosis, Exploration, Transformation (Version 0.6.3)	2018
drape: Doubly Robust Average Partial Effects (Version 0.0.1)	2023
eat: Efficiency Analysis Trees (Version 0.1.4)	2021
etree: Classification and Regression with Structured and Mixed-Type Data (Version 0.1.0)	2022
evtree: Evolutionary Learning of Globally Optimal Trees (Version 1.0-8)	2011
familiar: End-to-End Automated Machine Learning and Model Evaluation (Version 1.4.6)	2022
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fmeffects: Model-Agnostic Interpretations with Forward Marginal Effects (Version 0.1.2)	2023
forestRK: Implements the Forest-R.K. Algorithm for Classification Problems (Version 0.0-5)	2019
glmertree: Generalized Linear Mixed Model Trees (Version 0.2-4)	2017
glmtree: Logistic Regression Trees (Version 0.3.1)	2019
gosset: Tools for Data Analysis in Experimental Agriculture (Version 1.0)	2022
htetree: Causal Inference with Tree-Based Machine Learning Algorithms (Version 0.1.18)	2023
iml: Interpretable Machine Learning (Version 0.11.2)	2018
lagsarlmtree: Spatial Lag Model Trees (Version 1.0-1)	2017
localModel: LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles (Version 0.5)	2019
logiBin: Binning Variables to Use in Logistic Regression (Version 0.3)	2017
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.19.0)	2021
mboost: Model-Based Boosting (Version 2.9-9)	2006
missCforest: Ensemble Conditional Trees for Missing Data Imputation (Version 0.0.8)	2023
model4you: Stratified and Personalised Models Based on Model-Based Trees and Forests (Version 0.9-7)	2018
moreparty: A Toolbox for Conditional Inference Trees and Random Forests (Version 0.4)	2020
networktree: Recursive Partitioning of Network Models (Version 1.0.1)	2018
palmtree: Partially Additive (Generalized) Linear Model Trees (Version 0.9-1)	2018
pdp: Partial Dependence Plots (Version 0.8.1)	2016
plotmo: Plot a Model's Residuals, Response, and Partial Dependence Plots (Version 3.6.3)	2011
pre: Prediction Rule Ensembles (Version 1.0.7)	2016
psica: Decision Tree Analysis for Probabilistic Subgroup Identification with Multiple Treatments (Version 1.0.2)	2018
psychotree: Recursive Partitioning Based on Psychometric Models (Version 0.16-1)	2009
qeML: Quick and Easy Machine Learning Tools (Version 1.1)	2023
quint: Qualitative Interaction Trees (Version 2.2.2)	2013
r2pmml: Convert R Models to PMML (Version 0.27.1)	2019
scGate: Marker-Based Cell Type Purification for Single-Cell Sequencing Data (Version 1.6.0)	2022
scorecardModelUtils: Credit Scorecard Modelling Utils (Version 0.0.1.0)	2018
shapr: Prediction Explanation with Dependence-Aware Shapley Values (Version 0.2.2)	2020
simPop: Simulation of Complex Synthetic Data Information (Version 2.1.3)	2014
smbinning: Scoring Modeling and Optimal Binning (Version 0.9)	2015
stablelearner: Stability Assessment of Statistical Learning Methods (Version 0.1-5)	2018
tbm: Transformation Boosting Machines (Version 0.3-6)	2019
tidypredict: Run Predictions Inside the Database (Version 0.5)	2018
tidyrules: Obtain Rules from Rule Based Models as Tidy Dataframe (Version 0.1.5)	2019
treeheatr: Heatmap-Integrated Decision Tree Visualizations (Version 0.2.1)	2020
trtf: Transformation Trees and Forests (Version 0.4-2)	2018
vip: Variable Importance Plots (Version 0.4.1)	2018
visTree: Visualization of Subgroups for Decision Trees (Version 0.8.1)	2018

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