Barely Significant
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Optimized KNN with domain-informed features and LIME explainability for improved breast cancer classification.

BMC Med Inform Decis Mak · 2026 · PMC13104265 · PMID 41840660

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did not reach statistical significancep > 0.05actually significant
Furthermore, although the ensemble model reduced the rate of malignant misclassifications relative to the baseline, McNemar’s test did not reach statistical significance ( p > 0.05), likely due to the limited number of discordant cases in the test set ( n = 114).

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