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Fix lcppn predict_proba - #160

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thenx wants to merge 2 commits into
scikit-learn-contrib:mainfrom
thenx:fix-lcppn-predict-proba
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Fix lcppn predict_proba#160
thenx wants to merge 2 commits into
scikit-learn-contrib:mainfrom
thenx:fix-lcppn-predict-proba

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@thenx thenx commented Jan 11, 2026

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Closes #159

So the main issue seems to be that we are looking for predecessors in a set of our predictions for classes for all samples in the batch (257-258). Instead, i believe, we should compute probabilities for all classes.
We also don't need mask because it seems to be always true and it looks like we don't need to predict y at all.

@thenx thenx changed the title Fix lcppn predict_proba (scikit-learn-contrib#159) Fix lcppn predict_proba Jan 11, 2026
@thenx
thenx force-pushed the fix-lcppn-predict-proba branch from efae674 to eee0114 Compare July 6, 2026 21:30
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The probabilities for a sample depend on the other samples during scoring

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