激活函数 | 性能指标 | |||
精度 | 查准率 | 召回率 | F1-score | |
APReLU | 0.978 | 0.980 | 0.978 | 0.979 |
ReLU | 0.953 | 0.962 | 0.958 | 0.956 |
Sigmoid | 0.421 | 0.435 | 0.406 | 0.420 |
Tanh | 0.864 | 0.873 | 0.843 | 0.858 |
LPeLU | 0.934 | 0.942 | 0.934 | 0.929 |
PReLU | 0.967 | 0.969 | 0.963 | 0.966 |