Summary: Concrete is the most important material in civil engineering.
Parameter | Value |
---|---|
Name | Civil Engineering: Cement Manufacturing Dataset |
Labeled | Yes |
Time Series | No |
Simulation | No |
Missing Values | No |
Dataset Characteristics | Multivariate |
Feature Type | Real |
Associated Tasks | Regression |
Number of Instances | INA |
Number of Features | INA |
Date Donated | INA |
Source | Kaggle |
The actual concrete compressive strength (MPa) for a given mixture under a specific age (days) was determined from laboratory. Data is in raw form (not scaled). The data has 8 quantitative input variables, and 1 quantitative output variable, and 1030 instances (observations).
Concrete is the most important material in civil engineering. The concrete compressive strength is a highly nonlinear function of age and ingredients. These ingredients include cement, blast furnace slag, fly ash, water, superplasticizer, coarse aggregate, and fine aggregate.
Civil engineering, Cement composition, Concrete strength, Structural engineering, Material science