Designing an Optimum and Reduced Order Filter for Efficient ECG QRS Peak Detection and Classification of Arrhythmia Data

Table 5

Result comparison of HRV rules for ECG signal classification for irregularity.

Records	Actual training data	Pan–Tompkins	With FIR filter	Proposed fuzzy HRV rule
100	Regular	Regular	Irregular	Regular
101	Irregular	Irregular	Irregular	Regular
102	Irregular	Irregular	Irregular	Regular
103	Regular	Irregular	Irregular	Regular
104	Irregular	Regular	Irregular	Regular
105	Regular	Regular	Regular	Regular
106	Regular	Irregular	Irregular	Regular
107	Irregular	Irregular	Irregular	Regular
108	Regular	Irregular	Irregular	Regular
109	Regular	Regular	Regular	Regular
111	Regular	Irregular	Irregular	Regular
113	Regular	Irregular	Irregular	Regular
114	Regular	Irregular	Regular	Regular
200	Regular	Regular	Regular	Regular
201	Regular	Regular	Regular	Regular
202	Irregular	Irregular	Regular	Irregular
203	Regular	Regular	Regular	Regular
207	Regular	Regular	Regular	Regular
208	Regular	Regular	Regular	Regular
209	Regular	Regular	Regular	Regular
210	Regular	Regular	Regular	Regular
212	Irregular	Regular	Regular	Regular
213	Regular	Irregular	Irregular	Regular
214	Regular	Regular	Regular	Regular
215	Irregular	Irregular	Irregular	Regular
217	Regular	Irregular	Irregular	Regular
219	Regular	Regular	Regular	Regular
221	Regular	Regular	Regular	Regular
222	Regular	Regular	Regular	Regular
228	Regular	Regular	Regular	Regular