concrete_compressive_strength
OpenML dataset with id 44959
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22111823/concrete_compressive_strength.arff
Upload date: 22 December 2022
Copyright license: Creative Commons Attribution 4.0 International
Dataset Characteristics
Number of classes: 0
Number of features: 9 (numeric: 9, symbolic: 0 and in total binary: 0 )
Number of instances: 1,030
Number of instances with missing values: 0
Number of missing values: 0
Data Description
Concrete is the most important material in civil engineering. The concrete compressive strength is a highly nonlinear function of age and ingredients. Each instance represents a description, different features of concrete instance, including its compressive strength. The latter can be predicted using the other features about the concrete.
Attribute Description
1. *cement* - amount in kg in a m3 mixture
2. *blast_furnace_slag* - amount in kg in a m3 mixture
3. *fly_ash* - amount in kg in a m3 mixture
4. *water* - amount in kg in a m3 mixture
5. *superplasticizer* - amount in kg in a m3 mixture
6. *coarse_aggregate* - amount in kg in a m3 mixture
7. *fine_aggregate* - amount in kg in a m3 mixture
8. *age* - age in days (1 - 365)
9. *strength* - in MPa, target feature
This page was built for dataset: concrete_compressive_strength
