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Table 5 Results from 5 fold CV test

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

0.749

0.71

1

0.505

ET

0.808

0.752

1

0.620

LGBM

0.783

0.773

1

0.568

XGB

0.797

0.807

1

0.596

Stacking (ET, XGB, LR)

0.808

0.796

0.806

0.616

Blended (LGBM, RF, LR)

0.8

0.746

0.850

0.601

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Journal of Cheminformatics

ISSN: 1758-2946

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