Package: EvaluationMeasures 1.1.0

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.

Authors:Babak Khorsand [aut, cre], Javad Zahiri [ths], Abdorreza Savadi [ths]

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# Install 'EvaluationMeasures' in R:
install.packages('EvaluationMeasures', repos = c('https://babak-khorsand.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.91 score 1 packages 27 scripts 171 downloads 23 exports 0 dependencies

Last updated 8 years agofrom:64a2a5f3f2. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 15 2024
R-4.5-winOKNov 15 2024
R-4.5-linuxOKNov 15 2024
R-4.4-winOKNov 15 2024
R-4.4-macOKNov 15 2024
R-4.3-winOKNov 15 2024
R-4.3-macOKNov 15 2024

Exports:EvaluationMeasures.AccuracyEvaluationMeasures.DOREvaluationMeasures.F1ScoreEvaluationMeasures.FallOutEvaluationMeasures.FBMeasureEvaluationMeasures.FDREvaluationMeasures.FMeasureEvaluationMeasures.FNREvaluationMeasures.FOREvaluationMeasures.FPREvaluationMeasures.MCCEvaluationMeasures.MissRateEvaluationMeasures.NLREvaluationMeasures.NPVEvaluationMeasures.PLREvaluationMeasures.PPVEvaluationMeasures.PrecisionEvaluationMeasures.RecallEvaluationMeasures.SensitivityEvaluationMeasures.SpecificityEvaluationMeasures.tableEvaluationMeasures.TNREvaluationMeasures.TPR

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
EvaluationMeasures.AccuracyEvaluationMeasures.Accuracy
EvaluationMeasures.DOREvaluationMeasures.DOR
EvaluationMeasures.F1ScoreEvaluationMeasures.F1Score
EvaluationMeasures.FallOutEvaluationMeasures.FallOut
EvaluationMeasures.FBMeasureEvaluationMeasures.FBMeasure
EvaluationMeasures.FDREvaluationMeasures.FDR
EvaluationMeasures.FMeasureEvaluationMeasures.FMeasure
EvaluationMeasures.FNREvaluationMeasures.FNR
EvaluationMeasures.FOREvaluationMeasures.FOR
EvaluationMeasures.FPREvaluationMeasures.FPR
EvaluationMeasures.MCCEvaluationMeasures.MCC
EvaluationMeasures.MissRateEvaluationMeasures.MissRate
EvaluationMeasures.NLREvaluationMeasures.NLR
EvaluationMeasures.NPVEvaluationMeasures.NPV
EvaluationMeasures.PLREvaluationMeasures.PLR
EvaluationMeasures.PPVEvaluationMeasures.PPV
EvaluationMeasures.PrecisionEvaluationMeasures.Precision
EvaluationMeasures.RecallEvaluationMeasures.Recall
EvaluationMeasures.SensitivityEvaluationMeasures.Sensitivity
EvaluationMeasures.SpecificityEvaluationMeasures.Specificity
EvaluationMeasures.tableEvaluationMeasures.table
EvaluationMeasures.TNREvaluationMeasures.TNR
EvaluationMeasures.TPREvaluationMeasures.TPR