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measures  

Performance Measures for Statistical Learning
View on CRAN: Click here


Download and install measures package within the R console
Install from CRAN:
install.packages("measures")

Install from Github:
library("remotes")
install_github("cran/measures")

Install by package version:
library("remotes")
install_version("measures", "0.3")



Attach the package and use:
library("measures")
Maintained by
Philipp Probst
[Scholar Profile | Author Map]
First Published: 2018-07-05
Latest Update: 2021-01-19
Description:
Provides the biggest amount of statistical measures in the whole R world. Includes measures of regression, (multiclass) classification and multilabel classification. The measures come mainly from the 'mlr' package and were programed by several 'mlr' developers.
How to cite:
Philipp Probst (2018). measures: Performance Measures for Statistical Learning. R package version 0.3, https://cran.r-project.org/web/packages/measures. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.1 (2018-07-05 17:30), 0.2 (2018-07-25 17:10)
Other packages that cited measures R package
View measures citation profile
Other R packages that measures depends, imports, suggests or enhances
Complete documentation for measures
Functions, R codes and Examples using the measures R package
Some associated functions: ACC . ARSQ . AUC . BAC . BER . Brier . BrierScaled . EXPVAR . F1 . FDR . FN . FNR . FP . FPR . GMEAN . GPR . KAPPA . KendallTau . LSR . Logloss . MAE . MAPE . MCC . MEDAE . MEDSE . MMCE . MSE . MSLE . MultilabelACC . MultilabelF1 . MultilabelHamloss . MultilabelPPV . MultilabelSubset01 . MultilabelTPR . NPV . PPV . QSR . RAE . RMSE . RMSLE . RRSE . RSQ . SAE . SSE . SSR . SpearmanRho . TN . TNR . TP . TPR . WKAPPA . listAllMeasures . multiclass.AU1P . multiclass.AU1U . multiclass.AUNP . multiclass.AUNU . multiclass.Brier . 
Some associated R codes: helpers.R . listAllMeasures.R . measures_binaryclass.R . measures_multiclass.R . measures_multilabel.R . measures_regression.R .  Full measures package functions and examples
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