The paper represents scikit-learn's model selection heuristics as feature diagrams with constraints and shows the recommended classifier beats prior literature results on a heart failure dataset.
Current approaches for executing big data science projects—a systematic literature review,
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Variability-Aware Machine Learning Model Selection: Feature Modeling, Instantiation, and Experimental Case Study
The paper represents scikit-learn's model selection heuristics as feature diagrams with constraints and shows the recommended classifier beats prior literature results on a heart failure dataset.