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Goal of Using Human Intuition in Error Analysis
Question: Briefly explain the primary goal of drawing on human intuition when conducting error analysis on an algorithm that performs worse than humans.
Sample answer: The primary goal is to understand exactly what information a human uses to get the correct answer, and then use that understanding to modify and improve the learning algorithm.
Key points:
- Understand what information a person uses
- Modify the learning algorithm
Rubric: The answer must state that the goal is to understand the information humans use and to apply that knowledge to modify the algorithm.
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Machine Learning
Deep Learning
Supervised Learning
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Data Science
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Goal of Using Human Intuition in Error Analysis