Other packages > Find by keyword >

movieROC  

Visualizing the Decision Rules Underlying Binary Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("movieROC", "0.1.2")



Attach the package and use:
library("movieROC")
Maintained by
Sonia Perez-Fernandez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-05
Latest Update: 2024-11-08
Description:
Visualization of decision rules for binary classification and Receiver Operating Characteristic (ROC) curve estimation under different generalizations: - making the classification subsets flexible to cover those scenarios where both extremes of the marker are associated with a higher risk of being positive, considering two thresholds (gROC curve); - transforming the marker by a function either defined by the user or resulting from a logistic regression model (hROC curve); - considering a linear transformation with some fixed parameters introduced by the user, dynamic parameters or empirically maximizing TPR for each FPR for a bivariate marker. Also a quadratic transformation with particular coefficients or a function fitted by a logistic regression model can be considered (biROC curve); - considering a linear transformation with some fixed parameters introduced by the user, dynamic parameters or a function fitted by a logistic regression model (multiROC curve). The classification regions behind each point of the ROC curve are displayed in both fixed graphics (plot.buildROC(), plot.regions() or plot.funregions() function) or videos (movieROC() function).
How to cite:
Sonia Perez-Fernandez (2024). movieROC: Visualizing the Decision Rules Underlying Binary Classification. R package version 0.1.2, https://cran.r-project.org/web/packages/movieROC. Accessed 13 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:32), 0.1.0 (2024-02-05 21:40), 0.1.1 (2024-06-28 09:40)
Other packages that cited movieROC R package
View movieROC citation profile
Other R packages that movieROC depends, imports, suggests or enhances
Complete documentation for movieROC
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dafs  
Data Analysis for Forensic Scientists
Data and miscellanea to support the book "Introduction to Data analysis with R for Forensic Scientis ...
Download / Learn more Package Citations See dependency  
weibullness  
Goodness-of-Fit Test for Weibull Distribution (Weibullness)
Conducts a goodness-of-fit test for the Weibull distribution (referred to as the weibullness test) a ...
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  
robust2sls  
Outlier Robust Two-Stage Least Squares Inference and Testing
An implementation of easy tools for outlier robust inference in two-stage least squares (2SLS) mode ...
Download / Learn more Package Citations See dependency  
covid19us  
Cases of COVID-19 in the United States
A wrapper around the 'COVID Tracking Project API' providing data o ...
Download / Learn more Package Citations See dependency  

29,000

R Packages

247,686

Dependencies

76,729

Author Associations

29,001

Publication Badges

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