R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
tree.interpreter
View on CRAN: Click
here
Download and install tree.interpreter package within the R console
Install from CRAN:
install.packages("tree.interpreter")
Install from Github:
library("remotes")
install_github("cran/tree.interpreter") Install by package version:
library("remotes")
install_version("tree.interpreter", "0.1.3") Attach the package and use:
library("tree.interpreter")
Maintained by
Qingyao Sun
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-30
Latest Update: 2020-02-05
Description:
An R re-implementation of the 'treeinterpreter' package on PyPI <https://pypi.org/project/treeinterpreter/>. Each prediction can be decomposed as 'prediction = bias + feature_1_contribution + ... + feature_n_contribution'. This decomposition is then used to calculate the Mean Decrease Impurity (MDI) and Mean Decrease Impurity using out-of-bag samples (MDI-oob) feature importance measures based on the work of Li et al. (2019) <doi:10.48550/arXiv.1906.10845>.
How to cite:
Qingyao Sun (2019). tree.interpreter: Random Forest Prediction Decomposition and Feature Importance Measure. R package version 0.1.3, https://cran.r-project.org/web/packages/tree.interpreter. Accessed 10 Mar. 2026.
Other packages that cited tree.interpreter R package
View tree.interpreter citation profile
Other R packages that tree.interpreter depends,
imports, suggests or enhances
Complete documentation for tree.interpreter
Functions, R codes and Examples using
the tree.interpreter R package
Some associated functions: MDI . MDIoob . featureContrib . tidyRF . trainsetBias . tree.interpreter .
Some associated R codes: MDI.R . MDIoob.R . RcppExports.R . featureContrib.R . tidyRF.R . trainsetBias.R . zzz.R . Full tree.interpreter package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
plyr
A set of tools that solves a common set of problems: you need
to break a big problem down into mana ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hadley Wickham (view profile)
envirem
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pascal Title (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
gena
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bogdan Potanin (view profile)
26,293
R Packages
225,784
Dependencies
70,376
Author Associations
26,294
Publication Badges
