Artificial Neural Network-Based Automated ECG Signal Classifier

Table 1

The RMS and the classification rate obtained using DR, DBD, EDBD, and EDBD with two hidden layers using NN1 structure.

Learning rule	Final RMS	Classification rate
DR	0.158	88%
DBD	0.0551	90%
EDBD	0.018	89%
EDBD with 2 hidden layers	0.0056	93%