Table 2 Precision and recall of convolutional neural network.

From: Instantaneous generation of protein hydration properties from static structures

Occupancy threshold

Precision

Recall

0.02

0.86 ± 0.03

0.87 ± 0.03

0.03

0.79 ± 0.02

0.81 ± 0.03

0.045

0.73 ± 0.01

0.62 ± 0.03

0.06

0.72 ± 0.01

0.56 ± 0.01

0.07

0.70 ± 0.01

0.54 ± 0.00

  1. Precision and recall values for prediction of WATsite occupancy using fully convolutional neural network (Inception+Residual U-Net) at five different levels of occupancy threshold values.
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