Change default IQR multiplier to 1.0 for more aggressive outlier filtering

- Change ANALYSIS_IQR_MULTIPLIER default from 1.5 to 1.0 in config.py
- Add iqr_multiplier parameter to all filtering & statistics functions
- Allow runtime override via MCP tools (get_valuation_comparables, get_deal_statistics)
- Update CLAUDE.md docs with new default & override examples

Rationale: k=1.0 catches more suspicious deals (e.g. 43% below median) while
still preserving legitimate edge cases via hard bounds. Users can override
per-call for more conservative filtering (k=1.5) if needed.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Nitzan Pomerantz
2025-11-28 22:40:29 +02:00
parent 1bc94e39ba
commit 8e591423da
6 changed files with 43 additions and 17 deletions
+5 -2
View File
@@ -873,7 +873,9 @@ class GovmapClient:
)
# Statistics methods (delegate to statistics module)
def calculate_deal_statistics(self, deals: List[Deal]) -> DealStatistics:
def calculate_deal_statistics(
self, deals: List[Deal], iqr_multiplier: Optional[float] = None
) -> DealStatistics:
"""
Calculate statistical aggregations on deal data.
@@ -881,11 +883,12 @@ class GovmapClient:
Args:
deals: List of Deal model instances
iqr_multiplier: Override IQR multiplier for outlier detection (optional)
Returns:
DealStatistics model with comprehensive metrics
"""
return statistics.calculate_deal_statistics(deals)
return statistics.calculate_deal_statistics(deals, iqr_multiplier=iqr_multiplier)
def _calculate_std_dev(self, values: List[float]) -> float:
"""