PerfMeas (version 1.2.1)

PerfMeas-package: PerfMeas: Performance Measures for ranking and classification tasks

Description

Metrics for ranking and classification tasks: Area Under the ROC Curve (AUC), F-scores, and precision at given recall level are implemented.

Details

Package:

PerfMeas

Type:

Package

Version:

1.2.1

Date:

2014-09-07

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.