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Table 1 Selected models for three stages

From: Interpretation of convolutional neural networks reveals crucial sequence features involving in transcription during fiber development

Developmental stage

Number of filters

Kernel size

Maxpooling size

Average accuracy

Initiation

24

14

10

0.8

Elongation

32

22

10

0.8

SCW

24

16

10

0.78

  1. Parameters and mean accuracy of corresponding models in three developmental stages. These three selected models had highest mean accuracy compared with other combined parameters in each stage