# 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 |