1. Bab 4.1 - 1/44 Bab 4 Classification: Basic Concepts, Decision Trees & Model Evaluation Part 1 Classification With Decision tree Muhamad Arief Hidayat m.arief.h@ub.ac.id mariefh.lecture.ub.ac.id

2. Bab 4.1 - 2/44 Classification: Definition

3. Bab 4.1 - 3/44 Example of Classification Task

4. Bab 4.1 - 4/44 General Approach for Building Classification Model

5. Bab 4.1 - 5/44 Classification Techniques

6. Bab 4.1 - 6/44 Example of Decision Tree

7. Bab 4.1 - 7/44 Another Example of Decision Tree

8. Bab 4.1 - 8/44 Decision Tree Classification Task

9. Bab 4.1 - 9/44 Apply Model to Test Data

10. Bab 4.1 - 10/44 Decision Tree Classification Task

11. Bab 4.1 - 11/44 Decision Tree Induction

12. Bab 4.1 - 12/44 General Structure of Hunt’s Algorithm

13. Bab 4.1 - 13/44 Hunt’s Algorithm

14. Bab 4.1 - 14/44 Design Issues of Decision Tree Induction

15. Bab 4.1 - 15/44 Methods for Expression Test Conditions