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Complicated Models
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Classroom Contents
Do Simpler Models Exist and How Can We Find Them? - Cynthia Rudin
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- 1 Introduction
- 2 Criminal Justice System
- 3 Complicated Models
- 4 The Rashomon Set
- 5 Simpler Abstract Setting
- 6 Experiment Results
- 7 The Rashomon Curve
- 8 Learning Theory
- 9 Prize
- 10 Decision Trees
- 11 Problem with Decision Trees
- 12 Summary
- 13 Questions
- 14 Rational Ratio
- 15 Sharing a Window
- 16 Overfitting
