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Table 4 Results from the independent set

From: BBB-PEP-prediction: improved computational model for identification of blood–brain barrier peptides using blending position relative composition specific features and ensemble modeling

Model

ACC

SEN

SPE

MCC

RF

0.769

0.775

0.844

0.550

ET

0.789

0.798

0.9

0.600

LGBM

0.789

0.796

0.867

0.590

XGB

0.809

0.816

0.9

0.634

Stacking (ET, XGB, LR)

0.824

0.831

0.911

0.663

Blended (LGBM, RF, LR)

0.804

0.806

0.822

0.609

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Journal of Cheminformatics

ISSN: 1758-2946

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