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Classroom Contents
What Can AI Do for Me - Evaluating Machine Learning Interpretations in Cooperative Play
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- 1 Introduction
- 2 Machine learning success story
- 3 Limitations of machine learning
- 4 Humancentered
- 5 Traditional approach
- 6 Human performance
- 7 Communication
- 8 Evaluation framework
- 9 Quiz Bowl
- 10 Quiz Bowl online
- 11 Sentence order
- 12 Human component
- 13 Alternative answers
- 14 Explanation by examples
- 15 Explanation by features
- 16 Interface
- 17 Data
- 18 Regression analysis
- 19 Bias analysis
- 20 Fine grain analysis
- 21 Buzzing position
- 22 Failed interpretation
- 23 Conclusion
- 24 More detailed analysis
