Transport Policy · 2024 · 12 citations · 52 references
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Greedy function approximation: A gradient boosting machine.
Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text
From local explanations to global understanding with explainable AI for trees
Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text
Combining satellite imagery and machine learning to predict poverty
Neal Jean, Marshall Burke, Sang Michael Xie et al. · Science · 2016 · 1.6K citations
Prediction error estimation: a comparison of resampling methods
Annette M. Molinaro, Richard Simon, Ruth M. Pfeiffer · Bioinformatics · 2005 · 1.3K citations · Full text