Table 4 Inputs selected by FNN
Study | Input number | Baseline (%) | FNN | Accuracy (%) | number of subject | Input characteristic | |||
|---|---|---|---|---|---|---|---|---|---|
multiple linear regression | multiple logistic regression | Case | Healthy control | 1 input | 2 inputs | ||||
Original Study | 1 input | 63.46 | 73.88 | 69.23 | 73.72 | 57 | 99 | γ-GTP (IU/L) | − |
2 inputs | 63.71 | 77.43 | 75.81 | 75.81 | 45 | 79 | γ-GTP (IU/L) | WBC (cells/μL) | |
Replication Study | 1 input | 50.00 | 64.96 | 64.18 | 66.44 | 2196 | 2196 | γ-GTP (IU/L) | − |
2 inputs | 50.00 | 67.14 | 66.10 | 68.53 | 2196 | 2196 | γ-GTP (IU/L) | WBC (cells/μL) | |