Residential Valuation Engine (AVM)

Institutional Automated Appraisal Powered by Ridge Regression & Cloudflare Edge

Edge Serverless
Ridge L2 (α=5.0)
R²: 0.922
RMSE: $24.4k
Property Specifications Real-Time Scoring
Presets:
Appraisal Valuation < 1 ms Edge
Estimated Market Value
$213,605
Institutional Bid Midpoint
Low: $167,235 95% Confidence Interval High: $272,835
Model R²
0.922
Avg Error
9.31%
Holdout RMSE
$24,441
Key Valuation Value Drivers (Ceteris Paribus)
Total Usable Area: 2,566 sqft
Basement + Above Grade structural area
+9.06%
Finish Quality Rating: 7 / 10
High-grade trim and construction materials
+6.47%
Location: College Creek
School district and amenities premium
+0.57%