Complexity

Research Article

Entropy-Based Pattern Learning Based on Singular Spectrum Analysis Components for Assessment of Physiological Signals

Table 4

The values of paired-sample -test for ApEn, SampEn, MSEn, and FuzzyEn of the first to tenth SSA components of EEG signals between the eye-closed and eye-open states.


Order of SSA components	ApEn	SampEn	FuzzyEn	MSEn

1st	3.13 × 10⁻³⁰	4.78 × 10⁻³⁴	7.80 × 10⁻³⁹	5.00×10⁻⁶
2nd	1.60 ×10⁻¹¹	2.75 × 10⁻¹²	7.21 × 10⁻⁵	4.33 × 10⁻¹⁰
3rd	0.0555	0.0888	6.77 × 10⁻¹²	1.62 × 10⁻⁴
4th	0.0326	0.0531	1.29 × 10⁻⁶	6.29 × 10⁻⁵
5th	7.48 × 10⁻⁵	3.75 × 10⁻⁵	0.316	5.31 × 10⁻³
6th	3.25 × 10⁻¹⁰	5.98 × 10⁻¹⁰	0.767	2.93 × 10⁻⁴
7th	2.54 × 10⁻¹⁰	5.48 × 10⁻¹¹	1.48×10⁻⁹	3.54 × 10⁻³
8th	1.10 × 10⁻¹⁸	3.55 × 10⁻¹⁸	1.30 × 10⁻⁵	8.89 × 10⁻¹⁴
9th	5.17 × 10⁻¹⁶	4.79 × 10⁻¹⁶	2.62 × 10⁻⁶	0.372
10th	1.85 × 10⁻¹⁹	2.45 × 10⁻¹⁹	1.97 × 10⁻¹⁵	6.83 × 10⁻⁵