Table 2 Model optimization
From: Time-ResNeXt for epilepsy recognition based on EEG signals in wireless networks
Included network phase | Network depth at each stage | Training result (correct rate) | Model parameter amount |
|---|---|---|---|
First and second stage | -,1 | 0.8413 | 63,682 |
First and second stage | -,2 | 0.9050 | 132,802 |
First and second stage | -,3 | 0.8886 | 201,922 |
First second and third stage | -,2,1 | 0.8847 | 473,282 |