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

Figure 3

The RMSE and convergence diagrams of NN models in the training process.

(a)   NN-FE-P (RMSE = 0.057)

(b) NN-FE-S (RMSE = 0.091)

(c) NN-FE-C (RMSE = 0.055)

(d) NN-FE-N (RMSE = 0.061)

(e) NN-FT-P (RMSE = 0.052)

(f) NN-FT-S (RMSE = 0.054)

(g) NN-FT-C (RMSE = 0.052)

(h) NN-FT-N (RMSE = 0.052)