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Towards Enhanced Local Explainability of Random Forests: a Proximity-Based Approach.
Joshua Rosaler
Dhruv Desai
Bhaskarjit Sarmah
Dimitrios Vamvourellis
Deran Onay
Dhagash Mehta
Stefano Pasquali
Published in:
CoRR (2023)
Keyphrases
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random forests
random forest
logistic regression
decision trees
machine learning algorithms
ensemble methods
tree ensembles
randomized trees
classification and regression trees
decision tree ensembles
evolving data streams
neural network
regression trees
learning algorithm
prediction accuracy
benchmark datasets