SE researchers recommend best practices like hyperparameter tuning and human-in-the-loop evaluation, but these appear in under 20% of the 110 analyzed SE/ML papers.
Empirical Software Engineering Journal
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Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education
SE researchers recommend best practices like hyperparameter tuning and human-in-the-loop evaluation, but these appear in under 20% of the 110 analyzed SE/ML papers.