Table 2 Matching accuracy for 2-class, binary image classifier

From: Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling

Image size

Model accuracy (%)

Acid-base network match (%)

8 × 8

95.45

99.81

12 × 12

95.59

99.39

16 × 16

95.82

99.39

28 × 28

96.00

99.86

Average

95.72

99.61

  1. Image size, classification accuracy of the digital model, and matching accuracy between the digital model and the theoretical pH values. Source data are provided as a Source Data file.
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