GitHub - frankhlchi/R-scorecard: End-to-end credit scorecard development pipeline in R, covering EDA, WoE binning, IV-based feature selection, logistic regression, and score transformation using the German Credit dataset.

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End-to-end credit scorecard development pipeline in R, covering EDA, WoE binning, IV-based feature selection, logistic regression, and score transformation using the German Credit dataset.

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
R scorecard(complete version).R		R scorecard(complete version).R
Step 1 Exploratory data analysis and binning.R		Step 1 Exploratory data analysis and binning.R
Step 2 Univariate Analysis.R		Step 2 Univariate Analysis.R
Step 3 InfomationValue&StepwiseRegression&LogisticRegression&VIF&Confusionmatrix.R		Step 3 InfomationValue&StepwiseRegression&LogisticRegression&VIF&Confusionmatrix.R
Step 4 Formal_Scorecard_building.R		Step 4 Formal_Scorecard_building.R
german_credit.csv		german_credit.csv

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End-to-end credit scorecard development pipeline in R, covering EDA, WoE binning, IV-based feature selection, logistic regression, and score transformation using the German Credit dataset.