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Table 4 The residue representation information of different base methods

From: Protein intrinsically disordered region prediction by combining neural architecture search and multi-objective genetic algorithm

Type of data

Features

Dimension

HAN

PSSM, PSFM, HHM, SS, SEVEN, SA, CCM

97

CAN

PSSM, PSFM, HHM, SS, CN, HSE, SEVEN, SA, CCM

103

IDP-Seq2Seq

PSSM, PSFM, HHM, SS, CN, HSE, SEVEN, SA, CCM

103

CNN-LSTM

PSSM, PSFM, HHM, SS, CN, HSE, SEVEN, SA, CCM

103

LSTM-CNN

PSSM, PSFM, HHM, SS, CN, HSE, SEVEN, SA, CCM

103

DARTS

PSSM, PSFM, HHM

20 × 20 × 3