International Journal of Concrete Structures and Materials

Table 6 Comparison of measured and predicted normalized values of unfamiliar mixes

From: Modeling the Fresh and Hardened Stage Properties of Self-Compacting Concrete using Random Kitchen Sink Algorithm

Mix number	Fresh stage properties						Hardened stage property
	Slump flow		J ring		V funnel		Compressive strength
	Measured	Predicted	Measured	Predicted	Measured	Predicted	Measured	Predicted
1	0.1763	0.1526	0.1258	0.1732	0.1913	0.1194	0.1683	0.2063
2	0.1451	0.1522	0.2097	0.1407	0.1180	0.1096	0.1129	0.2137
3	0.1404	0.1402	0.1678	0.1720	0.1020	0.0643	0.1174	0.1339
4	0.1490	0.1385	0.1048	0.1584	0.0602	0.0744	0.1033	0.1530
5	0.1506	0.1711	0.1048	0.1033	0.1339	0.0234	0.1853	0.1969
6	0.1849	0.1749	0.1399	0.1062	0.0698	0.0584	0.1410	0.1911
7	0.1623	0.1552	0.1048	0.1115	0.1080	0.1056	0.1403	0.1514
8	0.1592	0.1560	0.1048	0.1232	0.1184	0.1185	0.1713	0.1585
RMSE	0.013		0.038		0.049		0.046
MAE	0.010		0.029		0.032		0.036

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