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

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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

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