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bci-mvp / docs /EXPLAINABILITY_VALIDATION.md

WilliamK112

feat: add explainability validation gates and integrate into release checks

933ba7f 4 months ago

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Explainability Validation

Overall: PASS

Gate	Result	Observed
summary exists	✅	1.0000
detailed csv exists	✅	1.0000
heatmap exists	✅	1.0000
nonzero feature importances >= 4	✅	30.0000
base test accuracy >= 0.70	✅	0.8231
top feature importance > 0	✅	0.0170