Complexity

Research Article

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

Table 6

The values of paired-sample -test for ApEn, SampEn, MSEn, and FuzzyEn of the first to twentieth SSA components of EMG signals between the aggressive and normal physical actions.


Order of SSA components	ApEn	SampEn	FuzzyEn	MSEn

1st	0.004	0.012	1.53 × 10⁻⁵	0.127
2nd	0.002	0.005	2.40 × 10⁻⁵	0.037
3rd	0.010	0.036	9.21 × 10⁻⁵	0.027
4th	0.036	0.065	4.74 × 10⁻⁵	0.046
5th	0.153	0.452	8.67 × 10⁻⁵	0.095
6th	1.96 × 10⁻⁴	1.01 × 10⁻³	7.15 × 10⁻⁷	0.255
7th	2.94 × 10⁻⁴	1.14 × 10⁻³	1.08 × 10⁻⁶	0.921
8th	0.018	0.016	2.03 × 10⁻⁵	0.608
9th	0.924	0.560	0.005	0.704
10th	0.246	0.629	7.68 × 10⁻⁵	0.801
11th	0.323	0.988	1.60 × 10⁻⁴	0.671
12th	0.443	0.853	3.80 × 10⁻⁴	0.532
13th	0.595	0.052	1.54 × 10⁻³	0.309
14th	0.584	0.109	1.69 × 10⁻³	0.092
15th	0.375	0.087	0.80 × 10⁻³	0.179
16th	0.587	0.096	1.91 × 10⁻³	0.183
17th	0.734	0.072	0.36 × 10⁻³	0.037
18th	0.039	0.006	8.44 × 10⁻³	0.003
19th	0.506	0.035	0.40 × 10⁻³	0.017
20th	0.103	0.009	2.82 × 10⁻³	0.048