Table 2 Diagnostic performance of the MESEL on the offline and online test sets

From: Multi-expert ensemble ECG diagnostic algorithm using mutually exclusive–symbiotic correlation between 254 hierarchical multiple labels

Test set

Samples

Eval-wise

AUROC

AUPRC

TP

TN

FP

FN

Sen

Spe

F1

Acc

Offline

9480

label

0.973

0.594

338.1

8906.0

146.0

89.9

0.618

0.982

0.585

0.975

exam

-

-

9.1

239.6

3.9

2.4

0.785

0.984

0.727

0.975

Online

13282

label

0.956

0.509

431.2

12435.9

258.7

156.2

0.561

0.978

0.519

0.969

exam

-

-

8.2

238.8

5.0

3.0

0.746

0.979

0.681

0.969

Back to article page