Table 3.
Independent variable importance to examination determinants score in a two-layer neural networks (perceptron/regression) model
Factors/covariates* | Importance | Normalized importance (%) |
---|---|---|
Age | 0.160 | 45.7 |
Gender | 0.053 | 15.2 |
Marital status | 0.075 | 21.3 |
Academic program | 0.021 | 5.9 |
GPA* | 0.340 | 96.9* |
Study hours* | 0.351 | 100* |
GPA=Grade point average . *Sig. at 90%