Package: FuzzyImputationTest 0.5.5

FuzzyImputationTest: Imputation Procedures and Quality Tests for Fuzzy Data

Special procedures for the imputation of missing fuzzy numbers are still underdeveloped. The goal of the package is to provide the new d-imputation method (DIMP for short, Romaniuk, M. and Grzegorzewski, P. (2023) "Fuzzy Data Imputation with DIMP and FGAIN" RB/23/2023) and covert some classical ones applied in R packages ('missForest','miceRanger','knn') for use with fuzzy datasets. Additionally, specially tailored benchmarking tests are provided to check and compare these imputation procedures with fuzzy datasets.

Authors:Maciej Romaniuk [cre, aut]

FuzzyImputationTest_0.5.5.tar.gz
FuzzyImputationTest_0.5.5.zip(r-4.7-any)FuzzyImputationTest_0.5.5.zip(r-4.6-any)FuzzyImputationTest_0.5.5.zip(r-4.5-any)
FuzzyImputationTest_0.5.5.tgz(r-4.6-any)FuzzyImputationTest_0.5.5.tgz(r-4.5-any)
FuzzyImputationTest_0.5.5.tar.gz(r-4.7-any)FuzzyImputationTest_0.5.5.tar.gz(r-4.6-any)
FuzzyImputationTest_0.5.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
FuzzyImputationTest/json (API)

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

Bug tracker:https://github.com/mroman-ibs/fuzzyimputationtest/issues

On CRAN:

Conda:

3.30 score 420 downloads 17 exports 143 dependencies

Last updated from:a22a83819e. Checks:7 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develWARNING179
source / vignettesERROR220
linux-releaseWARNING176
macos-releaseWARNING182
macos-oldrelWARNING160
windows-develWARNING102
windows-releaseWARNING95
windows-oldrelWARNING108
wasm-releaseOK152

Exports:ApplyStatisticalTestsCalculateFuzzyMeasuresErrorMatrixFuzzifyMatrixFuzzyImputationFuzzyNumbersToMatrixImputationDimpImputationTestsIntroducingNAMatrixToFuzzyNumbersMeasureAHDMeasureEuclideanMeasureHSDmethodNamesMethodsComparisonRemoveNotFuzzyStatisticalMeasures

Dependencies:abindaskpassbackportsbitbit64bootbroomcarcarDatacellrangerclassclicliprcodetoolscolorspacecorrplotcowplotcpp11crayoncurldata.tableDEoptimRDerivDescToolsdigestdoBydoRNGdplyre1071ExactexpmfarverFNNforcatsforeachforecastFormulafracdifffsFuzzyNumbersFuzzyResamplingFuzzySimResgenericsggplot2ggpubrggrepelggsciggsignifgldglmnetgluegridExtragtablehavenhmshttrisobanditeratorsitertoolsjomojsonlitelabelinglaekenlatticelifecyclelme4lmomlmtestmagrittrMASSMatrixMatrixModelsmgcvmicemiceRangermimeminqamissForestmitmlmodelrmvtnormnlmenloptrnnetnumDerivopensslordinalpalassopanpbkrtestpillarpkgconfigpolynomprettyunitsprogressproxypurrrquantregR6randomForestrangerrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreadxlreformulasrematchrlangrngtoolsrobustbaserootSolverpartrstatixrstudioapiS7scalesshapespSparseMstringistringrsurvivalsystibbletidyrtidyselecttimeDatetzdbucminfurcautf8vcdvctrsVIMviridisLitevroomwithrxgboostzoo