Humans in the loop: incorporating expert and crowdsourced knowledge for predictions using survey data
Survey datasets are often wider than they are long. This high ratio of variables to observations raises concerns about overfitting during prediction, making informed variable selection important. Recent applications in computer science have sought to incorporate human knowledge into machine learning...
| Main Authors: | , , , , , , , |
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| Format: | Journal article |
| Published: |
SAGE Publications
2019
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