Heuristic ML explanations for boosted trees are inadequate for the vast majority of instances on most datasets when the entire instance space is considered.
Journal of Machine Learning Research 11, 1–18 (2010)
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On Validating, Repairing and Refining Heuristic ML Explanations
Heuristic ML explanations for boosted trees are inadequate for the vast majority of instances on most datasets when the entire instance space is considered.