Table 3

Importance rate of time-domain features of flow data

ParameterImportance rate
Peak value 0.183467 
variance 0.180575 
Mean 0.146953 
Form factor 0.123266 
Crest factor 0.103743 
Root mean square 0.093229 
Kurtosis 0.084399 
Standard deviation 0.084368 
ParameterImportance rate
Peak value 0.183467 
variance 0.180575 
Mean 0.146953 
Form factor 0.123266 
Crest factor 0.103743 
Root mean square 0.093229 
Kurtosis 0.084399 
Standard deviation 0.084368 
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