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Table 4 Prediction accuracies (AUC) of the three levels with different information flow architectures and training levels.

From: Multi-level learning: improving the prediction of protein, domain and residue interactions by allowing information flow between levels

 

Independent levels

Unidirectional flow

Bidirectional flow

 

Level

 

PD

PR

DR

PD

PR

DR

PDR

Proteins

0.7153

   

0.7205

0.7227

 

0.7257

Domains

0.5214

0.5854

  

0.7015

 

0.6796

0.6986

Residues

0.5675

 

0.5296

0.5128

 

0.6581

0.6182

0.7361

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BMC Bioinformatics

ISSN: 1471-2105

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