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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 \|