Learning II: Lecture 21 - Introduction to Artificial Intelligence CS440/ECE448 Inductive learning method, Decision Trees, Learning Decision Trees, How can we do the classification? An ID tree consistent with the data. | Learning II Introduction to Artificial Intelligence CS440/ECE448 Lecture 21 Last lecture • The (in)efficiency of exact inference with Bayes nets • The learning problem • Decision trees This lecture • Identification trees • Neural networks: Perceptrons Reading • Chapters 18 and .