Concrete Compressive Strength Predictor

Machine learning demo for civil engineering · Gradient Boosting · R² = 0.91 · runs 100% in your browser

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Cement (kg/m³) 270 Blast Furnace Slag (kg/m³) 73 Fly Ash (kg/m³) 54 Water (kg/m³) 162 Superplasticizer (kg/m³) 6 Coarse Aggregate (kg/m³) 1050 Fine Aggregate (kg/m³) 780 Age (days) 28

Predicted vs actual — Predicted vs Actual (test set, 206 mixes)

Feature importances — age and cement dominate