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Table 4 Different Feature Space Performance in Cross Validation (CPD: Chemical Property with Density; Joint: joint of conventional features)

From: Imbalance learning for the prediction of N6-Methylation sites in mRNAs

Feature

Precision

Recall

F1

MCC

K-mers

0.1392

0.3426

0.2461

0.1572

CPD

0.2460

0.4816

0.3256

0.2532

Binary

0.25

0.4906

0.3312

0.2601

Joint

0.2519

0.5035

0.3358

0.2661

Proposed

0.2669

0.5248

0.3538

0.2877

  1. These data in boldface just means the largest values in each metrics
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BMC Genomics

ISSN: 1471-2164

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