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 06 Mar. 2026.
Previous versions and publish date:
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

DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
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  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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