Rule SelectionΒΆ
Used for removing unnecessary rules from a set.
Filter rules based on performance metrics. |
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Filters correlated rules based on a correlation reduction class (see the correlation_reduction sub-package). |
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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. |
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Searches across the provided parameter space to find the parameter set that produces the best overall rule performance. |