Other packages > Find by keyword >

InformationValue  

Performance Analysis and Companion Functions for Binary Classification Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("InformationValue", "1.2.3")



Attach the package and use:
library("InformationValue")
Maintained by
Selva Prabhakaran
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-31
Latest Update: 2022-11-20
Description:
Provides companion function for analysing the performance ofclassification models. Also provides function to optimise probability cut-off score based on used specified objectives Plot ROC Curve in ggplot2AUROC IV WOE Calculation KS Statistic etc to aid accuracy improvementin binary classification models.
How to cite:
Selva Prabhakaran (2015). InformationValue: Performance Analysis and Companion Functions for Binary Classification Models. R package version 1.2.3, https://cran.r-project.org/web/packages/InformationValue. Accessed 12 Nov. 2024.
Previous versions and publish date:
1.0.1 (2015-07-31 09:30), 1.1.0 (2015-08-04 18:35), 1.1.1 (2015-08-27 09:35), 1.2.1 (2015-12-06 22:11), 1.2.3 (2016-10-30 09:00)
Other packages that cited InformationValue R package
View InformationValue citation profile
Other R packages that InformationValue depends, imports, suggests or enhances
Functions, R codes and Examples using the InformationValue R package
Full InformationValue 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

snap  
Simple Neural Application
A simple wrapper to easily design vanilla deep neural networks using 'Tensorflow'/'Keras' backend fo ...
Download / Learn more Package Citations See dependency  
mmrm  
Mixed Models for Repeated Measures
Mixed models for repeated measures (MMRM) are a popular choice for analyzing longitudinal continuou ...
Download / Learn more Package Citations See dependency  
visualize  
Graph Probability Distributions with User Supplied Parameters and Statistics
Graphs the pdf or pmf and highlights what area or probability is present in user defined locations. ...
Download / Learn more Package Citations See dependency  
ggpolypath  
Polygons with Holes for the Grammar of Graphics
Tools for working with polygons with holes in 'ggplot2', with a new 'geom' for drawing a 'polypath' ...
Download / Learn more Package Citations See dependency  
emIRT  
EM Algorithms for Estimating Item Response Theory Models
Various Expectation-Maximization (EM) algorithms are implemented for item response theory (IRT) mod ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

23,171

R Packages

199,134

Dependencies

62,827

Author Associations

23,089

Publication Badges

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