Table 4 Effectiveness different components of APP-TGN in terms of ACC(%)
Methods | GS | LTL | TGN | TGN1 | GRU | Pass/Fail | Pass/Withdrawn |
|---|---|---|---|---|---|---|---|
APP-GS | \(\times\) | \(\times\) | \(\checkmark\) | \(\times\) | \(\times\) | 82.15(-1.07) | 75.74(-1.32) |
APP-LTL | \(\checkmark\) | \(\times\) | \(\checkmark\) | \(\times\) | \(\times\) | 82.68(-0.54) | 76.08(-0.98) |
APP-GRU | \(\checkmark\) | \(\checkmark\) | \(\times\) | \(\times\) | \(\checkmark\) | 81.11(-2.11) | 74.21(-2.85) |
APP-TGN1 | \(\checkmark\) | \(\checkmark\) | \(\times\) | \(\checkmark\) | \(\times\) | 82.76(-0.46) | 75.63(-1.43) |
APP-TGN | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\times\) | \(\times\) | 83.22(-0.00) | 77.06(-0.00) |