├── .gitignore ├── Cohensd ├── Cohensd.Rproj ├── heights.Rmd ├── heights.html ├── heights.md └── heights_files │ └── figure-markdown_github │ ├── unnamed-chunk-1-1.png │ └── unnamed-chunk-1-2.png ├── LICENSE ├── Lab01ScoringClassifiers ├── .gitignore ├── AUC.png ├── AlgebraOfSummaries.Rmd ├── AlgebraOfSummaries.md ├── AlgebraOfSummaries_files │ └── figure-markdown_github │ │ ├── F1-1.png │ │ └── F1-2.png ├── ConfusionMatrix.Rmd ├── ConfusionMatrix.md ├── ConfusionMatrix_files │ └── figure-markdown_github │ │ └── graph-1.png └── Lab01ScoringClassifiers.Rproj ├── Lab02GainCurve ├── .gitignore ├── EvaluatingModels.Rmd ├── EvaluatingModels.md ├── EvaluatingModels_files │ └── figure-markdown_github │ │ ├── unnamed-chunk-3-1.png │ │ └── unnamed-chunk-5-1.png ├── Lab02GainCurve.Rproj ├── README.txt ├── pima-indians-diabetes.data.txt ├── pima-indians-diabetes.names.txt └── salaryData.rds ├── Lab03RankingIssues ├── .gitignore ├── Lab03RankingIssues.Rproj ├── Ranking.Rmd ├── Ranking.md └── Ranking_files │ └── figure-markdown_github │ ├── gainplot-1.png │ ├── gainplot-2.png │ ├── plots-1.png │ └── plots-2.png ├── Lab04PermTestVarSel ├── .gitignore ├── Lab04PermTestVarSel.Rproj ├── PermutationSelection.Rmd ├── PermutationSelection.md ├── PermutationSelection_files │ └── figure-markdown_github │ │ ├── badbayes-1.png │ │ ├── badbayes-2.png │ │ ├── badbayes-3.png │ │ ├── cleandata-1.png │ │ ├── cleandata-2.png │ │ ├── cleandata-3.png │ │ ├── nosignal-1.png │ │ ├── nosignal-2.png │ │ ├── nosignal-3.png │ │ ├── varSelclean-1.png │ │ ├── varSelclean-2.png │ │ ├── varSelclean-3.png │ │ ├── varSelclean-4.png │ │ ├── varSelnoisySig-1.png │ │ ├── varSelnoisySig-2.png │ │ ├── varSelnoisySig-3.png │ │ ├── varSelnoisySig-4.png │ │ ├── varSelnosig-1.png │ │ ├── varSelnosig-2.png │ │ ├── varSelnosig-3.png │ │ ├── varSelnosig-4.png │ │ ├── varSelnosig2-1.png │ │ ├── varSelnosig2-2.png │ │ ├── varSelnosig2-3.png │ │ └── varSelnosig2-4.png ├── functions.R ├── vtreatExample.Rmd ├── 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