AUC: Threshold independent performance measures for probabilistic classifiers.

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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.

Author
Michel Ballings and Dirk Van den Poel
Date of publication
2013-09-30 17:41:33
Maintainer
Michel Ballings <Michel.Ballings@UGent.be>
License
GPL (>= 2)
Version
0.3.0

View on CRAN

Man pages

accuracy
Compute the accuracy curve.
auc
Compute the area under the curve of a given performance...
AUCNews
Display the NEWS file
AUC-package
Threshold independent performance measures for probabilistic...
churn
Churn data
plot.AUC
Plot the sensitivity, specificity, accuracy and roc curves.
roc
Compute the receiver operating characteristic (ROC) curve.
sensitivity
Compute the sensitivity curve.
specificity
Compute the specificity curve.

Files in this package

AUC
AUC/inst
AUC/inst/NEWS
AUC/NAMESPACE
AUC/data
AUC/data/churn.RData
AUC/R
AUC/R/plot.R
AUC/R/AUCNews.R
AUC/R/auxiliary.R
AUC/R/measures.R
AUC/R/zzz.R
AUC/R/auc.R
AUC/MD5
AUC/DESCRIPTION
AUC/man
AUC/man/AUC-package.Rd
AUC/man/accuracy.Rd
AUC/man/sensitivity.Rd
AUC/man/churn.Rd
AUC/man/auc.Rd
AUC/man/specificity.Rd
AUC/man/AUCNews.Rd
AUC/man/plot.AUC.Rd
AUC/man/roc.Rd