Class Notes:

• Class Notes # 0: Overview
• Class Notes # 1, Part 1: ML Review
• Class Notes # 2, Part 1: Current Approaches to Evaluation
• Class Notes # 2, Part 2: Critiques of teh Current Approaches to Evaluation
• Class Notes # 3, Part 1: ROC Analysis
• Class Notes # 3, Part 2: ROC Analysis
• Class Notes # 4, Part 1: Non Traditional Metrics
• Class Notes # 4, Part 2: Evaluation through projection
• Class Notes # 5, Part 1: Fundamental Elements of Statistics I
• Class Notes # 5, Part 1: Examples
• Class Notes # 5, Part 2: Fundamental Elements of Statistics II
• Class Notes # 5, Part 2: Examples
• Class Notes # 6, Re-Sampling Approaches
• Class Notes # 6: Examples
• Class Notes # 7: Putting it all together /A>
• Class Notes # 8, Part 1: Data Sets
• Class Notes # 8, Part 2: Data Sets
• Class Notes # 9, Part I: Model Selection , Overview
• Class Notes # 9, Part II: An example of performance generalization testing
• Class Notes # 10: Practical Recommendations

Assignments:

• Assignment 1
• Assignment 2
• Assignment 3