Correlation ReductionΒΆ

Used for reducing a rule set by removing highly correlated rules. These can also be applied to features.

AgglomerativeClusteringReducer

Removes similar columns (given a similarity function) by calculating the similarity matrix then iteratively running Agglomerative Clustering on the similarity matrix and dropping columns that are correlated.