Research Article

A Fuzzy Radial Basis Adaptive Inference Network and Its Application to Time-Varying Signal Classification

Table 2

A comparison of ECG signal classification results for various models.

ModelPrecision (%)Recall rate (%)F1-score (%)Training time (min)

MC-DCNN78.7379.3479.0311
LSTM + RF80.1981.2280.7021
GRU-RNN77.9378.6878.3014
Proposed85.5085.7785.6337