Table 7. Knowledge verified, challenged and uncovered by the C5.0.
Feature/Feature combination | Class | Publication | Status |
---|---|---|---|
Differing atrial rate and ventricular rate | 0 | [16] | verified |
RR-Interval variation | 0 | [41] | verified |
Ventricular rate and atrial rate below 60 BPM | 2 | [43] | verified |
HRV Mean | 2 | [57] | not verified |
RMSSD | 0 | [27] | not verified |
Nonlinear combination of ventricular rate, RR-Interval variation and age | 0 and 3 | - | new knowledge |
Nonlinear combination of ventricular rate and RR-Interval variation | 0 and 1 | - | new knowledge |
Class 0 = Atrial fibrillation and atrial flutter, Class 1 = Tachycardia, Class 2 = Sinus bradycardia, Class 3 = Sinus irregularity and sinus rhythm.