Is the Linear Modeling Technique Good Enough for Optimal Form Design? A Comparison of Quantitative Analysis Models

Table 6

Neurons, learning rate, and momentum of NN models.

	Input neuron	Hidden neuron	Output neuron	Learning rate	Momentum	Note
NN-FE-P	6	4	1	0.2	0.5	According to our previous study
NN-FE-S	6	4	1	0.9	0.6	Research issue is; very simple
NN-FE-C	6	4	1	0.1	0.1	Research issue is; more complicated
NN-FE-N	6	4	1	0.05	0.5	Research issue is complex and very noisy
NN-FT-P	19	10	1	0.2	0.5	According to our previous study
NN-FT-S	19	10	1	0.9	0.6	Research issue is; very simple
NN-FT-C	19	10	1	0.1	0.1	Research issue is; more complicated
NN-FT-N	19	10	1	0.05	0.5	Research issue is complex and very noisy