Table 3 GRU model results on original and augmented datasets.
From: Developing an innovative lung cancer detection model for accurate diagnosis in AI healthcare systems
Dataset | PR | Metrics | |||||
|---|---|---|---|---|---|---|---|
OP | Lr | Ac (%) | Sn (%) | Sp (%) | Pr (%) | FS (%) | |
Original | sgd | 0.0001 | 97.00 | 97.07 | 100 | 99.00 | 99.10 |
– | adam | – | 98.23 | 100.00 | 98.68 | 97.00 | 99.34 |
Augmented | sgd | 0.0001 | 97.98 | 99.23 | 99.78 | 99.23 | 98.03 |
– | adam | – | 98.97 | 100.00 | 99.80 | 99.96 | 98.95 |
