R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
ROCit
View on CRAN: Click
here
Download and install ROCit package within the R console
Install from CRAN:
install.packages("ROCit")
Install from Github:
library("remotes")
install_github("cran/ROCit") Install by package version:
library("remotes")
install_version("ROCit", "2.1.2") Attach the package and use:
library("ROCit")
Maintained by
Md Riaz Ahmed Khan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-31
Latest Update: 2024-05-16
Description:
Sensitivity (or recall or true positive rate), false positive rate, specificity, precision (or positive predictive value), negative predictive value, misclassification rate, accuracy, F-score- these are popular metrics for assessing performance of binary classifier for certain threshold. These metrics are calculated at certain threshold values. Receiver operating characteristic (ROC) curve is a common tool for assessing overall diagnostic ability of the binary classifier. Unlike depending on a certain threshold, area under ROC curve (also known as AUC), is a summary statistic about how well a binary classifier performs overall for the classification task. ROCit package provides flexibility to easily evaluate threshold-bound metrics. Also, ROC curve, along with AUC, can be obtained using different methods, such as empirical, binormal and non-parametric. ROCit encompasses a wide variety of methods for constructing confidence interval of ROC curve and AUC. ROCit also features the option of constructing empirical gains table, which is a handy tool for direct marketing. The package offers options for commonly used visualization, such as, ROC curve, KS plot, lift plot. Along with in-built default graphics setting, there are rooms for manual tweak by providing the necessary values as function arguments. ROCit is a powerful tool offering a range of things, yet it is very easy to use.
How to cite:
Md Riaz Ahmed Khan (2019). ROCit: Performance Assessment of Binary Classifier with Visualization. R package version 2.1.2, https://cran.r-project.org/web/packages/ROCit. Accessed 05 Jun. 2026.
Other packages that cited ROCit R package
View ROCit citation profile
Other R packages that ROCit depends,
imports, suggests or enhances
Complete documentation for ROCit
Functions, R codes and Examples using
the ROCit R package
Some associated functions: Diabetes . Loan . MLestimates . ROCit-defunct . ROCit-deprecated . cartesian_2D . ciAUC . ciAUC.rocit . ciROC . ciROC.rocit . ciROCbin . ciROCemp . convertclass . gainstable.default . gainstable . gainstable.rocit . getsurvival . gettptnfpfn-defunct . invlogit-deprecated . ksplot . ksplot.rocit . logit-deprecated . measureit.default . measureit . measureit.rocit . plot.gainstable . plot.rocci . plot.rocit . print.gainstable . print.measureit . print.rocci . print.rocit . print.rocitaucci . rankorderdata . rocit . summary.rocit . trapezoidarea .
Some associated R codes: Cartesian.R . Diabetes.R . Loan.R . ROCit-defunct.R . ROCit-deprecated.R . RankOrderData.R . SummaryRocit.R . aucCI.R . convertClass.R . gainstable.R . getSurvival.R . getTPFPTNFN.R . ksplot.R . logitInvLogit.R . measureit.R . plotGainsTable.R . plotROC.R . plot_ciROC.R . printGainsTable.R . printMeasureit.R . print_ROCit.R . print_rocci.R . printaucCI.R . rocCI.R . rocCIbin.R . rocCIemp.R . rocit.R . trap_MLestimates.R . Full ROCit package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
ibb
Call wrappers for Istanbul Metropolitan
Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Berk Orbay (view profile)
envirem
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pascal Title (view profile)
crossurr
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Denis Agniel (view profile)
msm
Functions for fitting continuous-time Markov and hidden
Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher Jackson (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
27,268
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
