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Table 3 Prediction performance on KIBA dataset

From: SubMDTA: drug target affinity prediction based on substructure extraction and multi-scale features

Model

MSE

CI

\(r_m^2\)

KronRLS

0.411

0.782

0.342

SimBoost

0.222

0.836

0.629

DeepDTA

0.194

0.863

0.673

WideDTA

0.179

0.875

0.675

MATT_DTI

0.150

0.889

0.756

DeepGS

0.193

0.860

0.684

AttentionDTA

0.162

0.882

0.735

GraphDTA

0.147

0.889

0.674

DeepGLSTM

0.133

0.897

0.792

SubMDTA

0.129

0.898

0.793

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BMC Bioinformatics

ISSN: 1471-2105

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