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.
Giorgio Valentini
DI, Dipartimento di Informatica
Universita' degli Studi di Milano
Maintainer: Giorgio Valentini
| 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.