Table 1 Ablation study for assessing the efficiency of the encoder and feature selection
From: Addictive brain-network identification by spatial attention recurrent network with feature selection
Encoder | Feature selection | Metrics | |||
|---|---|---|---|---|---|
ACC | PREC | Recall | F1-score | ||
GAT | \(\checkmark\) | 67.75 | 73.33 | 72.67 | 73.00 |
SARN | \(\times\) | 75.50 | 77.83 | 80.25 | 79.02 |
SARN | \(\checkmark\) | 81.25 | 79.50 | 83.33 | 81.37 |