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Table 6 The weights of ensemble models on Liu’s dataset

From: Predicting drug side effects by multi-label learning and ensemble learning

 

Enzyme

Pathway

Target

Transporter

Indication

Substructure

1-fold

0.009

0.002

0.265

0.023

0.515

0.185

2-fold

0.012

0.104

0.210

0.009

0.489

0.174

3-fold

0.060

0.042

0.370

0.000

0.458

0.069

4-fold

0.001

0.035

0.261

0.037

0.481

0.185

5-fold

0.001

0.035

0.261

0.037

0.481

0.185

Average

0.017

0.044

0.273

0.021

0.485

0.160

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BMC Bioinformatics

ISSN: 1471-2105

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