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Table 3 F scores (%) of the expiratory and inspiratory phase classes, denoted by Exp and Ins, respectively, with different number of HMM states and component Gaussians

From: Automatic segmentation of infant cry signals using hidden Markov models

  No. of HMM states for each class  
No. of Gaussians 1 2 3 4
for each state Ins Exp Ins Exp Ins Exp Ins Exp
5 35.1 ±2.6 79.4 ±1.6 38.3 ±2.6 81.1 ±1.6 41.0 ±2.7 81.1 ±1.6 40.5 ±2.7 80.8 ±1.5
10 37.0 ±2.6 80.2 ±1.6 40.1 ±2.4 81.4 ±1.4 41.5 ±2.8 80.6 ±1.4 40.8 ±2.7 81.4 ±1.5
15 39.8 ±2.6 80.3 ±1.5 41.6 ±2.5 81.7 ±1.2 42.8 ±2.6 80.5 ±1.3 41.8 ±2.9 80.7 ±1.3
20 39.6 ±2.6 80.7 ±1.5 41.7 ±2.7 81.6 ±1.3 40.6 ±2.8 81.2 ±1.3 41.7 ±2.9 81.2 ±1.4
25 39.8 ±2.6 80.6 ±1.4 42.3 ±2.6 81.9 ±1.3 41.3 ±2.8 81.0 ±1.3 42.4 ±2.8 80.9 ± 1.3