📋 Regression Modeling Decision Cards

This section provides a curated set of decision cards for linear and logistic regression workflows.

These cards are designed to help analysts choose the right modeling approach, feature transformations, and evaluation strategies based on their project’s goals, data characteristics, and interpretability needs.

Section Links

• Linear Regression

  • 📋 AIC vs BIC Decision Card
  • 📋 Linear Feature Transformation Trigger Card
  • 📋 Regularization Decision Card

• Logistic Regression

  • 📋 Logistic Feature Transformation Trigger Card (Logistic Regression)
  • 📋 Logistic Model Evaluation Metric Selector
  • 📋 Logistic Model Type Selection Decision Card
  • 📋 Proportional Odds Assumption Trigger Card
  • 📋 Threshold Tuning Decision Card