| PerfMeas-package {PerfMeas} | 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.
Author(s)
Giorgio Valentini
DI, Dipartimento di Informatica
Universita' degli Studi di Milano
Maintainer: Giorgio Valentini
[Package PerfMeas version 1.2.5 Index]