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Table 3 Test results of using different parameters and datasets

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
  1. Epochs: number of iterations of training