Research Article

A Reparameterization Multifeature Fusion CNN for Arrhythmia Heartbeats Classification

Table 2

Average overall accuracy obtained by ten-fold cross validation for each structure.

CaseThe number of Conv1D in different layers Overall Acc

11-1-199.37%
23-2-199.41%
33-2-299.41%
42-2-1 (proposed)99.43%

, represent the number of Conv1D in the first, second, and third layer, respectively.