Prediction of Skid Resistance Value of Glass Fiber-Reinforced Tiling Materials

Table 3

Details of the parameters used for the ANNs and MR models developed.

Data type	Model parameters	Minimum value	Maximum value	Mean	Standard deviation
ANN-1 input	Calcium carbonate 3%	0.00	10.00	2.81	3.72
	Calcium carbonate 5%	0.00	7.50	1.94	2.74
	Calcium carbonate 10%	0.00	10.00	1.94	3.55
	Fiber content	0.00	2.50	1.87	0.63
	Sand blasting	0.00	1.00	0.38	0.49
ANN-2 input	Calcium carbonate 3%	0.00	10.00	2.81	3.72
	Calcium carbonate 5%	0.00	7.50	1.94	2.74
	Calcium carbonate 10%	0.00	10.00	1.94	3.55
	Fiber content	0.00	2.50	1.87	0.63
	Polishing	0.00	1.00	0.63	0.49
Output	BPN	56.00	73.00	64.30	3.45