Chapter 11 Interpreting Model Results Through Visualisation

Learning objectives:

  • Visualize predicted vs. observed values and assess residuals
  • Interpret model metrics with VIP, accuracy, and partial dependency plots
  • Create and customize ROC curves and compute AUC for classification models