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Artifacts using ClassifierBasedAttributeSelection (5)

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Extension of BestFirst. Takes a restricted number of k attributes into account. Fixed-set selects a fixed number k of attributes, whereas k is increased in each step when fixed-width is selected. The search uses either the initial ordering to select the top k attributes, or performs a ranking (with the same evalutator the search uses later on). The search direction can be forward, or floating forward selection (with opitional backward search steps). For more information see: Martin Guetlein (2006). Large ...
Last Release on Apr 26, 2012
Machine Learning library for Clojure built around Weka and friends
Last Release on May 15, 2017
Machine Learning library for Clojure built around Weka and friends
Last Release on Dec 11, 2019
Races the cross validation error of competing attribute subsets. Use in conjuction with a ClassifierSubsetEval. RaceSearch has four modes: forward selection races all single attribute additions to a base set (initially no attributes), selects the winner to become the new base set and then iterates until there is no improvement over the base set. Backward elimination is similar but the initial base set has all attributes included and races all single attribute deletions. Schemata search is a bit ...
Last Release on Apr 26, 2012
Machine Learning library for Clojure built around Weka and friends
Last Release on Apr 27, 2015