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.

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

View on CRAN

Functions

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

Files

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

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