Other packages > Find by keyword >

cpi  

Conditional Predictive Impact
View on CRAN: Click here


Download and install cpi package within the R console
Install from CRAN:
install.packages("cpi")

Install from Github:
library("remotes")
install_github("cran/cpi")

Install by package version:
library("remotes")
install_version("cpi", "0.1.5")



Attach the package and use:
library("cpi")
Maintained by
Marvin N. Wright
[Scholar Profile | Author Map]
First Published: 2022-03-03
Latest Update: 2022-03-03
Description:
A general test for conditional independence in supervised learning algorithms as proposed by Watson & Wright (2021) . Implements a conditional variable importance measure which can be applied to any supervised learning algorithm and loss function. Provides statistical inference procedures without parametric assumptions and applies equally well to continuous and categorical predictors and outcomes.
How to cite:
Marvin N. Wright (2022). cpi: Conditional Predictive Impact. R package version 0.1.5, https://cran.r-project.org/web/packages/cpi. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.1.4 (2022-03-03 10:10)
Other packages that cited cpi R package
View cpi citation profile
Other R packages that cpi depends, imports, suggests or enhances
Complete documentation for cpi
Functions, R codes and Examples using the cpi R package
Some associated functions: cpi . 
Some associated R codes: aaa.R . compute_loss.R . cpi.R . fit_learner.R .  Full cpi package functions and examples
Downloads during the last 30 days
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/10Downloads for cpi02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA