EvaluationMeasures: Collection of Model Evaluation Measure Functions

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.

Author
Babak Khorsand [aut, cre], Javad Zahiri [ths], Abdorreza Savadi [ths]
Date of publication
2016-07-27 12:03:25
Maintainer
Babak Khorsand <khorsand@yahoo.com>
License
GPL
Version
1.1.0

View on CRAN

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

Files in this package

EvaluationMeasures
EvaluationMeasures/NAMESPACE
EvaluationMeasures/R
EvaluationMeasures/R/F1Score.R
EvaluationMeasures/R/MCC.R
EvaluationMeasures/R/Accuracy.R
EvaluationMeasures/R/FPR.R
EvaluationMeasures/R/TPR.R
EvaluationMeasures/R/FallOut.R
EvaluationMeasures/R/FOR.R
EvaluationMeasures/R/Sensitivity.R
EvaluationMeasures/R/FBMeasure.R
EvaluationMeasures/R/FNR.R
EvaluationMeasures/R/FDR.R
EvaluationMeasures/R/Precision.R
EvaluationMeasures/R/NLR.R
EvaluationMeasures/R/PLR.R
EvaluationMeasures/R/MissRate.R
EvaluationMeasures/R/TNR.R
EvaluationMeasures/R/Recall.R
EvaluationMeasures/R/PPV.R
EvaluationMeasures/R/table.R
EvaluationMeasures/R/NPV.R
EvaluationMeasures/R/FMeasure.R
EvaluationMeasures/R/DOR.R
EvaluationMeasures/R/Specificity.R
EvaluationMeasures/MD5
EvaluationMeasures/DESCRIPTION
EvaluationMeasures/man
EvaluationMeasures/man/EvaluationMeasures.PPV.Rd
EvaluationMeasures/man/EvaluationMeasures.MissRate.Rd
EvaluationMeasures/man/EvaluationMeasures.FDR.Rd
EvaluationMeasures/man/EvaluationMeasures.FBMeasure.Rd
EvaluationMeasures/man/EvaluationMeasures.MCC.Rd
EvaluationMeasures/man/EvaluationMeasures.FallOut.Rd
EvaluationMeasures/man/EvaluationMeasures.Precision.Rd
EvaluationMeasures/man/EvaluationMeasures.Accuracy.Rd
EvaluationMeasures/man/EvaluationMeasures.TNR.Rd
EvaluationMeasures/man/EvaluationMeasures.NPV.Rd
EvaluationMeasures/man/EvaluationMeasures.FOR.Rd
EvaluationMeasures/man/EvaluationMeasures.FPR.Rd
EvaluationMeasures/man/EvaluationMeasures.Sensitivity.Rd
EvaluationMeasures/man/EvaluationMeasures.Recall.Rd
EvaluationMeasures/man/EvaluationMeasures.FMeasure.Rd
EvaluationMeasures/man/EvaluationMeasures.FNR.Rd
EvaluationMeasures/man/EvaluationMeasures.PLR.Rd
EvaluationMeasures/man/EvaluationMeasures.table.Rd
EvaluationMeasures/man/EvaluationMeasures.Specificity.Rd
EvaluationMeasures/man/EvaluationMeasures.DOR.Rd
EvaluationMeasures/man/EvaluationMeasures.TPR.Rd
EvaluationMeasures/man/EvaluationMeasures.NLR.Rd
EvaluationMeasures/man/EvaluationMeasures.F1Score.Rd