ConcreteAll | R Documentation |
These data were collected by I-Cheng Yeh to determine how the compressive strength of concrete is related to its ingredients (cement, blast furnace slag, fly ash, water, superplasticizer, coarse aggregate, and fine aggregate) and age.
concreteAll
is a data frame with the following 9 variables.
amount of cement (kg/m^3)
amount of blast furnace slag (kg/m^3)
amount of fly ash(kg/m^3)
amount of water (kg/m^3)
amount of superplasticizer (kg/m^3)
amount of coarse aggregate (kg/m^3)
amount of fine aggregate (kg/m^3)
age of concrete in days
compressive strength measured in MPa
Concrete
is a subset of ConcreteAll
.
Data were obtained from the Machine Learning Repository (https://archive.ics.uci.edu/ml/) where they were deposited by I-Cheng Yeh (icyeh@chu.edu.tw) who retains the copyright for these data.
I-Cheng Yeh (1998), "Modeling of strength of high performance concrete using artificial neural networks," Cement and Concrete Research, Vol. 28, No. 12, pp. 1797-1808.
data(Concrete)
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