Model Insights

How our models perform and what drives predictions

Gradient Boosting

Champion

R² Score97.79%

RMSE$13,656

MAE$7,965

Random Forest

R² Score97.41%

RMSE$14,777

MAE$8,193

Ridge Regression

R² Score96.13%

RMSE$18,044

MAE$13,928

Model Error Comparison (RMSE)