Alphabet entropy (AlphEn), a symbolic dynamics method was applied in HRV analysis.
Feature selection method symmetrical uncertainty was used to find relevant features.
Sensitivity of arrhythmia classification for common feature combinations is improved.
Single best AlphEn feature outperforms other entropies for arrhythmia classification.