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Add support for Shapley scores
Enable support for computing Shapley scores to quantify feature attribution(positive and negative influence)
Reference:
- Consistent Individualized Feature Attribution for Tree Ensembles (https://arxiv.org/abs/1802.03888)
- A Unified Approach to Interpreting Model Predictions (https://arxiv.org/abs/1705.07874)
- https://www.youtube.com/watch?v=wjd1G5bu_TY