Collecting and Using Students’ Digital Well-Being Data in Multidisciplinary Teaching

Table 3

Correlation between predicted and real grades for different MLP models.

Neurons	3	3	3	6	6	6	9	9	9
Regularization	0.0001	0.001	0.1	0.0001	0.001	0.1	0.0001	0.001	0.1
Identity	0.051	0.046	0.211	0.058	0.061	0.211	0.067	0.059	0.211
Logistic	0.154	0.243	0.090	0.157	0.151	0.088	0.123	0.127	0.184
Tanh	0.148	0.190	0.339	0.140	0.140	0.218	0.012	0.018	0.122
Relu	0.141	0.046	0.058	−0.033	−0.063	0.013	−0.134	−0.133	−0.054