Table 2.
Hyperparameters settings considered for VGAETF, where bolded are the hyperparameters chosen for the model
| Hyperparameter | Values considered |
|---|---|
| Learning rate | 0.01; 0.005; 0.001 |
| The number of units in hidden layer 1 (h1) | 64; 128; 192; 256; 320; 384;448; 512 |
| The number of units in hidden layer 2 (h2) | 64; 128; 192; 256; 320; 384; 448; 512 |
| Balance factor | 0.1; 0.2; 0.3; 0.4; 0.5; 0.6; 0.7; 0.8; 0.9 |