most citedVisualizing Variable Importance and Variable Interaction Effects in Machine Learning Models

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stat.ML2021

Interactive slice visualization for exploring machine learning models

Catherine B. Hurley, Mark O'Connell, Katarina Domijan

Machine learning models fit complex algorithms to arbitrarily large datasets. These algorithms are well-known to be high on performance and low on interpretability. We use interact…