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Non-Linear Associations Between the Urban Built Environment and Commuting Modal Split: A Random Forest Approach and SHAP Evaluation.
Faizeh Hatami
Md. Mokhlesur Rahman
Behnam Nikparvar
Jean-Claude Thill
Published in:
IEEE Access (2023)
Keyphrases
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random forest
decision trees
random forests
feature set
ensemble learning
fold cross validation
feature importance
rotation forest
higher order
ensemble methods
machine learning
image features
multi label
ensemble classifier