Predicting Antecedents of Employee Smart Work Adoption Using SEM-Multilayer Perceptron Approach

Table 7

RMSE values for MLP models with different numbers of neurons in the hidden layer.

Model	Neurons	Training	Testing
Perceived value	2	0.3009	0.2806
Perceived value	3	0.3021	0.2984
Perceived value	4	0.3015	0.2973
Perceived cost	2	0.3	0.2945
Perceived cost	3	0.3019	0.2987
Perceived cost	4	0.3075	0.2967
Institutional and technological support	2	0.3028	0.2814
Institutional and technological support	3	0.3098	0.2919
Institutional and technological support	4	0.3153	0.2963
Perceived limited communication	2	0.3048	0.2719
Perceived limited communication	3	0.3082	0.2977
Perceived limited communication	4	0.3076	0.2947