Summary: Concrete is the most important material in civil engineering. The concrete compressive strength is a highly nonlinear function of age and ingredients.
| Parameter | Value |
|---|---|
| Name | Concrete Compressive Strength |
| Labeled | Yes |
| Time Series | No |
| Simulation | No |
| Missing Values | No |
| Dataset Characteristics | Multivariate |
| Feature Type | Real |
| Associated Tasks | Regression |
| Number of Instances | 1030 |
| Number of Features | 8 |
| Date Donated | 2007-08-02 |
| Source | UCI Machine Learning Repository |
The dataset comprises 1030 instances, each with 8 input variables and 1 output variable (concrete compressive strength). The input variables include ingredients like cement, blast furnace slag, and water. The output variable is the concrete compressive strength measured in MPa.
Civil engineering, Material properties, Concrete strength, Regression data, Multivariate data