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Table 2 Evaluation of the baseline model using a single-task model

From: Improving the accuracy of prediction models for small datasets of Cytochrome P450 inhibition with deep learning

CYP isoforms

F1

SD ( ±)

Cohens-Kappa

SD (±)

1A2

0.811

0.031

0.646

0.052

2B6

0.402

0.174

0.281

0.198

2C8

0.550

0.098

0.275

0.136

2C9

0.796

0.015

0.578

0.028

2C19

0.775

0.041

0.564

0.066

2D6

0.819

0.036

0.650

0.053

3A4

0.844

0.009

0.645

0.020

  1. Bold values indicate insufficient prediction performance
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Journal of Cheminformatics

ISSN: 1758-2946

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