Add direct GaussianNB.predict_proba benchmark evidence - #322
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Completes the missing benchmark evidence for #220.
The GaussianNB inference optimization itself landed in #317, but the existing scaled suite only times
predict, notpredict_proba. This focused test preserves the pre-#317 probability algorithm as a reference implementation, checks cell-by-cell probability parity on a deterministic 1000×32 workload, and emits direct old-vs-current A/B timing over repeatedpredict_probacalls.The branch has been rebuilt on current
mainand now contains only the dedicated benchmark test; generated benchmark/roadmap artifacts were intentionally removed from the PR diff. #220 remains open until CI records the A/B timing and parity passes.