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PerfMeas (version 1.2.1)

PerfMeas: Performance Measures for ranking and classification tasks

Description

Package that implements different performance measures for classification and ranking tasks. AUC, precision at a given recall, F-score for single and multiple classes are available.

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Version

Install

install.packages('PerfMeas')

Monthly Downloads

270

Version

1.2.1

License

GPL (>= 2)

Maintainer

Giorgio Valentini

Last Published

September 7th, 2014

Functions in PerfMeas (1.2.1)

get.all.nodes.by.depth

Getting nodes by their depth

example.data

Datasets used in the examples of the package

PXR

Precision at a given recall level measures

graphics

Graphics function to plot precision/recall or f.score/recall curves

AUPRC

Area Under the Precision Recall Curve

PerfMeas: Performance Measures for ranking and classification tasks