Package: FuzzyImputationTest 0.3.8
Maciej Romaniuk
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:
FuzzyImputationTest_0.3.8.tar.gz
FuzzyImputationTest_0.3.8.tar.gz(r-4.5-noble)FuzzyImputationTest_0.3.8.tar.gz(r-4.4-noble)
FuzzyImputationTest_0.3.8.tgz(r-4.4-emscripten)FuzzyImputationTest_0.3.8.tgz(r-4.3-emscripten)
FuzzyImputationTest.pdf |FuzzyImputationTest.html✨
FuzzyImputationTest/json (API)
| # Install 'FuzzyImputationTest' in R: |
| install.packages('FuzzyImputationTest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 14 hours agofrom:b09a77907b. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 20 2024 |
| R-4.5-linux | OK | Dec 20 2024 |
Exports:ApplyStatisticalTestsCalculateFuzzyMeasuresErrorMatrixFuzzifyMatrixFuzzyImputationFuzzyNumbersToMatrixImputationDimpImputationTestsIntroducingNAMatrixToFuzzyNumbersMeasureAHDMeasureEuclideanMeasureHSDmethodNamesMethodsComparisonRemoveNotFuzzyStatisticalMeasures
Dependencies:abindaskpassbackportsbitbit64bootbroomcarcarDatacellrangerclassclicliprcodetoolscolorspacecorrplotcowplotcpp11crayoncurldata.tableDEoptimRDerivDescToolsdigestdoBydoRNGdplyre1071ExactexpmfansifarverFNNforcatsforeachFormulaFuzzyNumbersFuzzySimResgenericsggplot2ggpubrggrepelggsciggsignifgldglmnetgluegridExtragtablehavenhmshttrisobanditeratorsitertoolsjsonlitelabelinglaekenlatticelifecyclelme4lmomlmtestmagrittrMASSMatrixMatrixModelsmgcvmiceRangermicrobenchmarkmimeminqamissForestmodelrmunsellmvtnormnlmenloptrnnetnumDerivopensslpalassopbkrtestpillarpkgconfigpolynomprettyunitsprogressproxypurrrquantregR6randomForestrangerRColorBrewerRcppRcppEigenreadrreadxlrematchrlangrngtoolsrobustbaserootSolverstatixrstudioapiscalesshapespSparseMstringistringrsurvivalsystibbletidyrtidyselecttzdbutf8vcdvctrsVIMviridisLitevroomwithrzoo
