Rule SelectionΒΆ

Used for removing unnecessary rules from a set.

SimpleFilter

Filter rules based on performance metrics.

CorrelatedFilter

Filters correlated rules based on a correlation reduction class (see the correlation_reduction sub-package).

GreedyFilter

Sorts rules by a given metric, calculates the combined performance of the top n rules, then filters to the rules which give the best combined performance.

GridSearchCV

Searches across the provided parameter space to find the parameter set that produces the best overall rule performance.