Research Article

Artificial Neural Network-Based Automated ECG Signal Classifier

Table 3

Performance of the NN3 classifier (network structure 7-2-1). The table shows the classification rate results of the test data set.

Confusion PredictedTotalClassification rate
matrixIschemicNormal

ActualIschemic46 (TP)17 (FN)6373%
Normal12 (FP)42 (TN)5477.7%

Total585911775.2%