Referenced by ⇅
Year
treemisc : Data Sets and Functions to Accompany "Tree-Based Methods for
Statistical Learning in R" (Version 0.0.1)
2022
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 1.0-15)
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
LTRCtrees : Survival Trees to Fit Left-Truncated and Right-Censored and Interval-Censored Survival Data (Version 1.1.1)
2016
LTRCforests : Ensemble Methods for Survival Data with Time-Varying Covariates (Version 0.7.0)
2020
MST : Multivariate Survival Trees (Version 2.2)
2014
MachineShop : Machine Learning Models and Tools (Version 3.8.0)
2018
ODRF : Oblique Decision Random Forest for Classification and Regression (Version 0.0.4)
2023
ODT : Optimal Decision Trees Algorithm (Version 1.0.0)
2024
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 3.2-1)
2004
bonsai : Model Wrappers for Tree-Based Models (Version 0.3.1)
2022
buildmer : Stepwise Elimination and Term Reordering for Mixed-Effects Regression (Version 2.11)
2019
censored : 'parsnip' Engines for Survival Models (Version 0.3.2)
2022
coat : Conditional Method Agreement Trees (COAT) (Version 0.2.0)
2023
counterfactuals : Counterfactual Explanations (Version 0.1.6)
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 1.5.0)
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 0.1.3)
2023
forestRK : Implements the Forest-R.K. Algorithm for Classification Problems (Version 0.0-5)
2019
ggparty : 'ggplot' Visualizations for the 'partykit' Package (Version 1.0.0)
2019
glmertree : Generalized Linear Mixed Model Trees (Version 0.2-5)
2017
glmtree : Logistic Regression Trees (Version 0.3.1)
2019
gosset : Tools for Data Analysis in Experimental Agriculture (Version 1.3)
2022
htetree : Causal Inference with Tree-Based Machine Learning Algorithms (Version 0.1.19)
2023
iml : Interpretable Machine Learning (Version 0.11.3)
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 0.23.0)
2021
mboost : Model-Based Boosting (Version 2.9-11)
2006
missCforest : Ensemble Conditional Trees for Missing Data Imputation (Version 0.0.8)
2023
mlr3viz : Visualizations for 'mlr3' (Version 0.9.0)
2020
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 3.6.4)
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 0.28.0)
2019
scGate : Marker-Based Cell Type Purification for Single-Cell Sequencing Data (Version 1.6.2)
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 : Utilities to Retrieve Rulelists from Model Fits, Filter, Prune, Reorder and Predict on Unseen Data (Version 0.2.7)
2019
treeheatr : Heatmap-Integrated Decision Tree Visualizations (Version 0.2.1)
2020
trtf : Transformation Trees and Forests (Version 0.4-2)
2018
vcrpart : Tree-Based Varying Coefficient Regression for Generalized Linear and Ordinal Mixed Models (Version 1.0-6)
2014
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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