From: DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM
Deep learning model | Learning patch | Epochs | Accuracy (%) |
---|---|---|---|
4 class “background” | 16 | 20 | 99.83 |
32 | 99.89 | ||
64 | 99.72 | ||
4 class “negative” | 16 | 20 | 97.83 |
32 | 97.78 | ||
64 | 97.83 | ||
5 classes | 16 | 20 | 96.62 |
32 | 95.96 | ||
64 | 95.91 |