fix: correct tournament selection to account for classifier numerosity - #235
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rpreen wants to merge 2 commits into
Open
fix: correct tournament selection to account for classifier numerosity#235rpreen wants to merge 2 commits into
rpreen wants to merge 2 commits into
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Codecov Report❌ Patch coverage is
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## master #235 +/- ##
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- Coverage 70.55% 70.50% -0.06%
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Files 61 61
Lines 8502 8509 +7
Branches 934 934
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Hits 5999 5999
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Per @PierLucaLanzi, the current implementation of tournament selection differs from the original introduced by Butz, which operates over microclassifiers in the action set: so a macroclassifier's chance of being selected scales with its numerosity.
This PR uses Algorithm 4 from Lanzi (2026) On the Implementation of Tournament Selection in XCS