Add CTEImputer #480
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Add CTEImputer #480
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Introducing CTEImputer
closes #225
Adds the
CTEImputerfollowing the compress then explain (CTE) methodology. It replaces missing features of the explanation point by values sampled from the background data, which is first subsampled using a distribution compression algorithm, specifically Compress++ with Kernel Thinning. CTE has shown to provide accurate and stable estimates of explanations while being computationally efficient. It is a new default imputer inTabularExplainer, removing the necessity to setsample_size.TODO
C++packages