Skip to main content

Table 3 Estimates of AUC-ROC and AUC-PR for the proposed approach and other considered approaches (non-redundant case)

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

0.946

0.947

0.947

0.945

0.946

0.868

0.76

0.675

(±0.0036)

(±0.0035)

(±0.0035)

(±0.0036)

(±0.0036)

(±0.0054)

(±0.0065)

(±0.0069)

MDD

0.945

0.945

0.944

0.943

0.939

0.864

0.759

0.668

(±0.0037)

(±0.0036)

(±0.0036)

(±0.0037)

(±0.0039)

(±0.0055)

(±0.0066)

(±0.0070)

MM1

0.940

0.940

0.937

0.937

0.937

0.863

0.749

0.666

(±0.0038)

(±0.0038)

(±0.0038)

(±0.0038)

(±0.0038)

(±0.0055)

(±0.0067)

(±0.0070)

WMM

0.922

0.924

0.921

0.922

0.917

0.825

0.686

0.585

(±0.0045)

(±0.0043)

(±0.0042)

(±0.0042)

(±0.0044)

(±0.0061)

(±0.0070)

(±0.0071)

SAE

0.944

0.944

0.944

0.943

0.944

0.867

0.761

0.673

(±0.0037)

(±0.0037)

(±0.0036)

(±0.0037)

(±0.0037)

(±0.0054)

(±0.0066)

(±0.0069)

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