AUC

Threshold independent performance measures for probabilistic classifiers.

This package includes functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is provided.

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Description file content

Package
AUC
Type
Package
Title
Threshold independent performance measures for probabilistic classifiers.
Version
0.3.0
Date
2013-09-30
Author
Michel Ballings and Dirk Van den Poel
Maintainer
Michel Ballings
Description
This package includes functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). The curves can also be visualized. Support for partial areas is provided.
License
GPL (>= 2)
ByteCompile
true
Packaged
2013-09-30 14:45:12 UTC; mballing
NeedsCompilation
no
Repository
CRAN
Date/Publication
2013-09-30 17:41:33

install.packages('AUC')

0.3.0

06 years ago

Michel Ballings

GPL (>= 2)

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