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Table 6 Estimates of AUC-ROC and AUC-PR of different approaches executed using redundant test dataset

From: A statistical approach for 5′ splice site prediction using short sequence motifs and without encoding sequence data

 

AUC-ROC

AUC-PR

Approaches

A

B

C

D

A

B

C

D

MEM

0.948

0.946

0.947

0.947

0.947

0.878

0.773

0.683

(±0.0031)

(±0.0031)

(±0.0030)

(±0.0030)

(±0.0031)

(±0.0045)

(±0.0055)

(±0.0059)

MDD

0.945

0.942

0.944

0.944

0.944

0.872

0.769

0.680

(±0.0031)

(±0.0032)

(±0.0030)

(±0.0030)

(±0.0031)

(±0.0046)

(0.0055)

(±0.0059)

MM1

0.945

0.941

0.936

0.941

0.942

0.870

0.765

0.679

(±0.0031)

(±0.0032)

(±0.0032)

(±0.0031)

(±0.0032)

(±0.0046)

(±0.0056)

(±0.0060)

WMM

0.927

0.924

0.924

0.925

0.924

0.867

0.703

0.675

(±0.0036)

(±0.0036)

(±0.0035)

(±0.0034)

(±0.0037)

(±0.0046)

(±0.0060)

(±0.0060)

SAE

0.946

0.945

0.944

0.945

0.945

0.876

0.772

0.682

(±0.0031)

(±0.0031)

(±0.0030)

(±0.0030)

(±0.0031)

(±0.0045)

(±0.0055)

(±0.0059)

  1. A- Balanced, B- Imbalanced-I, C- Imbalanced-II, D- Imbalanced-III.
  2. The values inside the parentheses are Standard Errors.
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BMC Bioinformatics

ISSN: 1471-2105

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