├── .Rbuildignore ├── .gitignore ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── R ├── addNA.R ├── algoSelector.R ├── bootstrapCV.R ├── bootstrapWeight.R ├── charity.R ├── checkNconvert.R ├── defaultCV.R ├── extractMetrics.R ├── factmem.R ├── getDigits.R ├── getMetrics.R ├── h2o.check.R ├── init.R ├── is.imbalanced.R ├── is.valid.R ├── iterate.R ├── iterationNextVar.R ├── iteration_loop.R ├── javaServer.R ├── manifest.R ├── matching.R ├── meanmode.R ├── miss_per_class_error.R ├── missclass.R ├── missrank.R ├── mlim.R ├── mlim.error.R ├── mlim.mids.R ├── mlim.na.R ├── mlim.postimpute.R ├── mlim.preimpute.R ├── mlim.shuffle.R ├── mlim.summarize.R ├── normalize.R ├── nrmse.R ├── revert.R ├── selectVariables.R ├── server.check.R ├── stochasticFactorImpute.R ├── stoppingCriteria.R ├── syntaxProcessing.R ├── threeDots.R └── zzz.R ├── README.md ├── data ├── charity.rda └── manifest.rda ├── man ├── charity.Rd ├── figures │ ├── MLIM_text.png │ ├── Untitled.drawio │ ├── bfi_binary_p15.png │ ├── bfi_missrank_p15.png │ ├── charity.png │ ├── flowchart.drawio │ ├── flowchart.pdf │ ├── flowchart.png │ ├── flowchart_base.drawio │ ├── flowchart_base.png │ ├── flowchart_optimization.drawio │ ├── flowchart_optimization.png │ ├── handbook_book.svg │ ├── handbook_lamp.svg │ ├── handbook_stupid.svg │ ├── iris_continuous_p15.png │ ├── iris_mpce_p15.png │ ├── manual.svg │ ├── mlim.png │ ├── procedure.drawio │ ├── procedure2.drawio │ ├── procedure3.drawio │ ├── procedure3.pdf │ ├── procedure3.png │ ├── procedure4.drawio │ ├── procedure4.pdf │ ├── procedure4.png │ ├── procedure5.drawio │ ├── procedure5.png │ ├── sat.act_nrmse_p15.png │ ├── titanic_mpce_p15.png │ └── wiki.svg ├── manifest.Rd ├── mlim.Rd ├── mlim.error.Rd ├── mlim.mids.Rd ├── mlim.na.Rd ├── mlim.preimpute.Rd └── mlim.summarize.Rd └── mlim.Rproj /.Rbuildignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/haghish/mlim/HEAD/.Rbuildignore -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/haghish/mlim/HEAD/.gitignore -------------------------------------------------------------------------------- /DESCRIPTION: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/haghish/mlim/HEAD/DESCRIPTION -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | YEAR: 2022 2 | COPYRIGHT HOLDER: E. 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