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Table 1 The extracted features

From: Prediction of functional microexons by transfer learning

Features

Description

Gene level

 

Length (1)

Microindels/microexons length

DNA conservation scores (3)

Maximum, minimum, average

Protein level

 

Secondary structure probabilities (12)

Maximum, minimum, average probability (C, H, E), Predicted secondary structure (C, H, E)

Disorder scores (3)

Maximum, minimum, average

ASA(3)

Maximum, minimum, average

Lengths (3)

Protein length, Distances to terminals (start and end)

  1. Overall, we selected six different features at the gene and protein levels and extracted 25 different features