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
shapper
View on CRAN: Click
here
Download and install shapper package within the R console
Install from CRAN:
install.packages("shapper")
Install from Github:
library("remotes")
install_github("cran/shapper")
Install by package version:
library("remotes")
install_version("shapper", "0.1.3")
Attach the package and use:
library("shapper")
Maintained by
Szymon Maksymiuk
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-02
Latest Update: 2020-08-28
Description:
Provides SHAP explanations of machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the Interpretable Machine Learning, there are more and more new ideas for explaining black-box models. One of the best known method for local explanations is SHapley Additive exPlanations (SHAP) introduced by Lundberg, S., et al., (2016) The SHAP method is used to calculate influences of variables on the particular observation. This method is based on Shapley values, a technique used in game theory. The R package 'shapper' is a port of the Python library 'shap'.
How to cite:
Szymon Maksymiuk (2019). shapper: Wrapper of Python Library 'shap'. R package version 0.1.3, https://cran.r-project.org/web/packages/shapper. Accessed 28 Jan. 2025.
Previous versions and publish date:
Other packages that cited shapper R package
View shapper citation profile
Other R packages that shapper depends,
imports, suggests or enhances
Complete documentation for shapper
Functions, R codes and Examples using
the shapper R package
Some associated functions: individual_variable_effect . install_shap . plot.individual_variable_effect . print.individual_variable_effect . theme_drwhy .
Some associated R codes: individual_variable_effect.R . install_shap.R . onLoad.R . plot_individual_variable_effect.R . print_individual_variable_effect.R . theme_drwhy.R . Full shapper package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
fabMix
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Panagiotis Papastamoulis (view profile)
MetaIntegration
An ensemble meta-prediction framework to integrate multiple regression
models into a current study. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Kleinsasser (view profile)
eiopaR
Provides EIOPA (European Insurance And Occupational Pensions Authority) risk-free rates. Please note ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mehdi Echchelh (view profile)
waiter
Full screen and partial loading screens for 'Shiny' with spinners, progress bars, and notifications. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John Coene (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
easyPubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Damiano Fantini (view profile)