Other packages > Find by keyword >

live  

Local Interpretable (Model-Agnostic) Visual Explanations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("live", "1.5.13")



Attach the package and use:
library("live")
Maintained by
Mateusz Staniak
[Scholar Profile | Author Map]
First Published: 2018-04-03
Latest Update: 2020-01-15
Description:
Interpretability of complex machine learning models is a growing concern. This package helps to understand key factors that drive the decision made by complicated predictive model (so called black box model). This is achieved through local approximations that are either based on additive regression like model or CART like model that allows for higher interactions. The methodology is based on Tulio Ribeiro, Singh, Guestrin (2016) . More details can be found in Staniak, Biecek (2018) .
How to cite:
Mateusz Staniak (2018). live: Local Interpretable (Model-Agnostic) Visual Explanations. R package version 1.5.13, https://cran.r-project.org/web/packages/live. Accessed 06 May. 2025.
Previous versions and publish date:
1.4.2 (2018-04-03 21:59), 1.5.3 (2018-05-05 17:47), 1.5.4 (2018-05-14 00:06), 1.5.7 (2018-06-03 17:11), 1.5.8 (2018-09-24 21:00), 1.5.9 (2018-11-12 16:00), 1.5.10 (2019-02-28 14:00), 1.5.11 (2019-11-16 00:00), 1.5.12 (2019-12-18 03:10)
Other packages that cited live R package
View live citation profile
Other R packages that live depends, imports, suggests or enhances
Complete documentation for live
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/05Downloads for live02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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