EvaluationMeasures: Collection of Model Evaluation Measure Functions
Version 1.1.0

Provides Some of the most important evaluation measures for evaluating a model. Just by giving the real and predicted class, measures such as accuracy, sensitivity, specificity, ppv, npv, fmeasure, mcc and ... will be returned.

AuthorBabak Khorsand [aut, cre], Javad Zahiri [ths], Abdorreza Savadi [ths]
Date of publication2016-07-27 12:03:25
MaintainerBabak Khorsand <khorsand@yahoo.com>
LicenseGPL
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("EvaluationMeasures")

Popular man pages

EvaluationMeasures.DOR: EvaluationMeasures.DOR
EvaluationMeasures.F1Score: EvaluationMeasures.F1Score
EvaluationMeasures.FallOut: EvaluationMeasures.FallOut
EvaluationMeasures.FMeasure: EvaluationMeasures.FMeasure
EvaluationMeasures.FNR: EvaluationMeasures.FNR
EvaluationMeasures.MissRate: EvaluationMeasures.MissRate
EvaluationMeasures.Recall: EvaluationMeasures.Recall
See all...

All man pages Function index File listing

Man pages

EvaluationMeasures.Accuracy: EvaluationMeasures.Accuracy
EvaluationMeasures.DOR: EvaluationMeasures.DOR
EvaluationMeasures.F1Score: EvaluationMeasures.F1Score
EvaluationMeasures.FallOut: EvaluationMeasures.FallOut
EvaluationMeasures.FBMeasure: EvaluationMeasures.FBMeasure
EvaluationMeasures.FDR: EvaluationMeasures.FDR
EvaluationMeasures.FMeasure: EvaluationMeasures.FMeasure
EvaluationMeasures.FNR: EvaluationMeasures.FNR
EvaluationMeasures.FOR: EvaluationMeasures.FOR
EvaluationMeasures.FPR: EvaluationMeasures.FPR
EvaluationMeasures.MCC: EvaluationMeasures.MCC
EvaluationMeasures.MissRate: EvaluationMeasures.MissRate
EvaluationMeasures.NLR: EvaluationMeasures.NLR
EvaluationMeasures.NPV: EvaluationMeasures.NPV
EvaluationMeasures.PLR: EvaluationMeasures.PLR
EvaluationMeasures.PPV: EvaluationMeasures.PPV
EvaluationMeasures.Precision: EvaluationMeasures.Precision
EvaluationMeasures.Recall: EvaluationMeasures.Recall
EvaluationMeasures.Sensitivity: EvaluationMeasures.Sensitivity
EvaluationMeasures.Specificity: EvaluationMeasures.Specificity
EvaluationMeasures.table: EvaluationMeasures.table
EvaluationMeasures.TNR: EvaluationMeasures.TNR
EvaluationMeasures.TPR: EvaluationMeasures.TPR

Functions

EvaluationMeasures.Accuracy Man page Source code
EvaluationMeasures.DOR Man page Source code
EvaluationMeasures.F1Score Man page Source code
EvaluationMeasures.FBMeasure Man page Source code
EvaluationMeasures.FDR Man page Source code
EvaluationMeasures.FMeasure Man page Source code
EvaluationMeasures.FNR Man page Source code
EvaluationMeasures.FOR Man page Source code
EvaluationMeasures.FPR Man page Source code
EvaluationMeasures.FallOut Man page Source code
EvaluationMeasures.MCC Man page Source code
EvaluationMeasures.MissRate Man page Source code
EvaluationMeasures.NLR Man page Source code
EvaluationMeasures.NPV Man page Source code
EvaluationMeasures.PLR Man page Source code
EvaluationMeasures.PPV Man page Source code
EvaluationMeasures.Precision Man page Source code
EvaluationMeasures.Recall Man page Source code
EvaluationMeasures.Sensitivity Man page Source code
EvaluationMeasures.Specificity Man page Source code
EvaluationMeasures.TNR Man page Source code
EvaluationMeasures.TPR Man page Source code
EvaluationMeasures.table Man page Source code

Files

NAMESPACE
R
R/F1Score.R
R/MCC.R
R/Accuracy.R
R/FPR.R
R/TPR.R
R/FallOut.R
R/FOR.R
R/Sensitivity.R
R/FBMeasure.R
R/FNR.R
R/FDR.R
R/Precision.R
R/NLR.R
R/PLR.R
R/MissRate.R
R/TNR.R
R/Recall.R
R/PPV.R
R/table.R
R/NPV.R
R/FMeasure.R
R/DOR.R
R/Specificity.R
MD5
DESCRIPTION
man
man/EvaluationMeasures.PPV.Rd
man/EvaluationMeasures.MissRate.Rd
man/EvaluationMeasures.FDR.Rd
man/EvaluationMeasures.FBMeasure.Rd
man/EvaluationMeasures.MCC.Rd
man/EvaluationMeasures.FallOut.Rd
man/EvaluationMeasures.Precision.Rd
man/EvaluationMeasures.Accuracy.Rd
man/EvaluationMeasures.TNR.Rd
man/EvaluationMeasures.NPV.Rd
man/EvaluationMeasures.FOR.Rd
man/EvaluationMeasures.FPR.Rd
man/EvaluationMeasures.Sensitivity.Rd
man/EvaluationMeasures.Recall.Rd
man/EvaluationMeasures.FMeasure.Rd
man/EvaluationMeasures.FNR.Rd
man/EvaluationMeasures.PLR.Rd
man/EvaluationMeasures.table.Rd
man/EvaluationMeasures.Specificity.Rd
man/EvaluationMeasures.DOR.Rd
man/EvaluationMeasures.TPR.Rd
man/EvaluationMeasures.NLR.Rd
man/EvaluationMeasures.F1Score.Rd
EvaluationMeasures documentation built on May 20, 2017, 3:09 a.m.

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