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PerfMeas (version 1.2.5)

Performance Measures for Ranking and Classification Tasks

Description

Implementation of different performance measures for classification and ranking tasks including Area Under the Receiving Characteristic Curve (AUROC) and Area Under the Precision Recall Curve (AUPRC), precision at a given recall, F-score for single and multiple classes.

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Version

Install

install.packages('PerfMeas')

Monthly Downloads

306

Version

1.2.5

License

GPL (>= 2)

Last Published

September 14th, 2022

Functions in PerfMeas (1.2.5)

example.data

Datasets used in the examples of the package
AUC.measures

AUC measures
graphics

Graphics function to plot precision/recall or f.score/recall curves
get.all.nodes.by.depth

Getting nodes by their depth
PerfMeas-package

Performance Measures for Ranking and Classification Tasks
F.measures

F-measures
AUPRC

Area Under the Precision Recall Curve
PXR

Precision at a given recall level measures