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kernelshap 0.3.1
Changes since 0.3.0
New argument feature_names allows to specify the features to calculate SHAP values for. The default equals to colnames(X). This should be changed only in situations when X (the dataset to be explained) contains non-feature columns.
The background dataset can now consist of a single row only. This is useful in situations with natural "off" value such as for image data or for models that can naturally deal with missing values.