SHAP RFE(CV)-based validation for (multiclass) linear and tree-based models.

A comparison between Statistical, Machine Learning, PCA, SVD, and REF methods

A logistic regression model to predict users who can churn given their demographics, services availed and expenses.

This notebook illustrates feature selection reverting many of the selection method results into pandas dataframes so that you get the appropriate column headings.

Sampling unbalanced dataset using SMOTE and creating a classifier to classify if a HR will stay or leave.