Table 2: ANN Classifier Performance Results.

Arrhythmias Number of datasets (Cardiac Cycles) Number of Datasets Well Classified Number of Datasets Miss-Classified Acc% Se% Sp%
Normal 360 360 0 100 100 100
LBBB 360 359 1 99.7 98.8 100
RBBB 360 358 2 99.5 98.5 100
AE 360 359 1 99.7 98.8 100
VE 360 359 1 99.6 98.8 100
AF 360 359 1 99.6 98.8 100
Total 99.7 98.8 100

Normal

RBBB: Right Bundle Branch Block; LBBB: Left Bundle Branch Block; AE: Atrial Extrasystole; VE: Ventricular Extrasystole; AF: Atrial Fibrillation; Acc: Accuracy; Se: Sensitivity; Sp: Specificity.