Estimating the Concrete Compressive Strength Using Hard Clustering and Fuzzy Clustering Based Regression Techniques

Table 1

UCI dataset for estimating concrete compressive strength.

Name of the component	Data type	Measurement	Description	Symbol
Cement	Quantitative	kg in a m3 mixture	Input variable	C
Blast Furnace Slag	Quantitative	kg in a m3 mixture	Input variable	BFS
Fly Ash	Quantitative	kg in a m3 mixture	Input variable	F
Water	Quantitative	kg in a m3 mixture	Input variable	W
Superplasticizer	Quantitative	kg in a m3 mixture	Input variable	S
Coarse Aggregate	Quantitative	kg in a m3 mixture	Input variable	CA
Fine Aggregate	Quantitative	kg in a m3 mixture	Input variable	FA
Age	Quantitative	Day (1~365)	Input variable	A
Concrete compressive strength	Quantitative	MPa	Output variable	CCS