PerfMeas-package: Performance Measures for Ranking and Classification Tasks
In PerfMeas: Performance Measures for Ranking and Classification Tasks

PerfMeas-package

R Documentation

Performance Measures for Ranking and Classification Tasks

Description

Metrics for ranking and classification tasks: Area Under the Receiving Operating Characteristic Curve (AUROC), Area Under the Precision and Recall Curve (AUPRC), F-scores, and precision at given recall level are implemented.

Details

Package:	PerfMeas
Type:	Package
Version:	1.2.5
Date:	2022-09-09
License:	GPL (>= 2)
LazyLoad:	yes

This package implements a set of functions to estimate the AUC, F-score, precision, recall, specificity, accuracy according to the 0/1 loss, and precision at given recall level for ranking and classification problems.

Functions to compute the above measures for single classes or for sets of classes are provided.