Controls

Layers

Parameter
space
Intermediate Floor
Target U-value

Trust & Provenance

Model Performance Comparison

ModelArchitectureR²MAE (W/m²)RMSE (W/m²)MAE as % of range

Best Model: R²

Best Model: MAE

Dataset Summary

Feature Importance (Gradient Boosting)

One-at-a-Time Parameter Sweep — All Models

Tornado Sensitivity Ranking

Gradient Boosting Feature Importance

Predicted vs Actual

Residual Distribution

Predictive Uncertainty