Theory

• Overview
• Decision tree videos
• Types:
  • Classification Tree: Leaf nodes represent discrete classes.
    • Entropy
  • Regression Tree: Leaf nodes represent numerical values.
    • MSE and SDR
  • Model Tree: Leaf nodes represent multi-variate linear/nonlinear models.
  • Oblique tree
• Using the Induced Classification Tree

• Quiz 6