Combining Rhythm Information between Heartbeats and BiLSTM-Treg Algorithm for Intelligent Beat Classification of Arrhythmia

Table 6

Effects of heartbeat segments of different lengths on the classification results of BiLSTM model.

Time step	1	5	10	15	20	25	30
Overall accuracy (%)	99.04	99.02	99.12	99.18	98.55	82.52	84.53