Class Notes and Other Handouts
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: