Package: fmf 1.1.1

fmf: Fast Class Noise Detector with Multi-Factor-Based Learning

A fast class noise detector which provides noise score for each observations. The package takes advantage of 'RcppArmadillo' to speed up the calculation of distances between observations.

Authors:Wanwan Zheng [aut, cre], Mingzhe Jin [aut], Lampros Mouselimis [ctb, cph]

fmf_1.1.1.tar.gz
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fmf.pdf |fmf.html
fmf/json (API)

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

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • australian - Australian Credit Approval
  • iris - Iris Data Set
  • ozone - Ozone Level Detection Data Set

On CRAN:

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

1.00 score 1 scripts 146 downloads 4 exports 154 dependencies

Last updated 4 years agofrom:2f4f71ce05. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-win-x86_64NOTENov 06 2024
R-4.5-linux-x86_64NOTENov 06 2024
R-4.4-win-x86_64NOTENov 06 2024
R-4.4-mac-x86_64NOTENov 06 2024
R-4.4-mac-aarch64NOTENov 06 2024
R-4.3-win-x86_64NOTENov 06 2024
R-4.3-mac-x86_64NOTENov 06 2024
R-4.3-mac-aarch64NOTENov 06 2024

Exports:fmfnormalizationplottuning

Dependencies:abindbackportsbase64encbootbroombslibC50cachemcarcarDatacaretclasscliclockclustercodetoolscolorspacecorrplotcowplotcpp11crosstalkCubistdata.tabledendextendDerivdiagramdigestdoBydplyrDTe1071ellipseemmeansestimabilityevaluatefactoextraFactoMineRfansifarverfastmapflashClustfontawesomeforeachFormulafsfuturefuture.applygenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegowergridExtragtablehardhathighrhtmltoolshtmlwidgetshttpuvigraphinumipredisobanditeratorsjquerylibjsonlitekernlabKernSmoothknitrlabelinglaterlatticelavalazyevalleapslgrlibcoinlifecyclelistenvlme4lubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqaModelMetricsmodelrmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivparallellypartykitpbkrtestpillarpkgconfigplyrpolynompROCprodlimprogressrpromisesproxypurrrquantregR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenrecipesreshape2rlangrmarkdownrpartrstatixsassscalesscatterplot3dshapesolitudeSparseMSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetinytextzdbutf8vctrsviridisviridisLitewithrxfunyaml