Weighted Mean SHAP for Feature Selection in ML Grid and Ensemble
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Documentation for package ‘shapley’ version 0.1
Help Pages
| h2o.get_ids | h2o.get_ids |
| normalize | Normalize a vector based on specified minimum and maximum values |
| shapley | Weighted average of SHAP values and weighted SHAP confidence intervals for a grid of fine-tuned models or base-learners of a stacked ensemble model |
| shapley.plot | Plot weighted SHAP contributions |
| shapley.test | Normalize a vector based on specified minimum and maximum values |
| shapley.top | Select top features in a model |
| test | Weighted Permutation Test for Difference of Means |