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Table 5 DeepCryoPicker evaluation table using different micrograph datasets

From: DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM

Trained for Accuracy Precision Recall F1 score
4 classes with background 0.97 0.94 0.98 0.96
4 classes with negative 0.96 0.99 0.92 0.96
5 classes with background and negative 0.95 0.95 0.88 0.92
  1. Our model is trained for all views (top-view, side-view, and irregular particles) in addition to two optional classes (background and negative samples)