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Machine Learning - Classification Models

Course Information

• Professor: Dr. Alaa Sagheer

• Email: asagheer@kfu.edu.sa

• Department: Computer Science, CCSIT

• Textbook: Introduction to Machine Learning, 4th Ed. by Ethem Alpaydin

• Course Grading:

  • Class Activity (5%)

  • Quizzes (10%)

  • Project (20%)

  • Mid-term Exam (25%)

  • Final Exam (40%)

Acknowledgements

• Slides assembled by Alaa Sagheer, with acknowledgement to other Professors who made their course materials freely available online.

• Acknowledgement + Eric Eaton, Penn University

Part 1: Chapter 6 - Classification Models

Spam Detection

• Task: Classify emails as