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Table 3 Data features at the residue level.

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

Feature

Feature of

Data type

Kernel

PSI-BLAST profiles

Residues and neighbors

Vectors of real vectors

Summation of linear

Predicted secondary structures

Residues and neighbors

Vectors of real vectors

Summation of linear

Predicted solvent accessible surface areas

Residues and neighbors

Vectors of real numbers

Summation of circular