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. 2020 Dec 17;15(12):e0243615. doi: 10.1371/journal.pone.0243615

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.