Table 2.

Significant feature list for short duration of drowsy driving (SD) data.

Type	Name	p-Value	Type	Name	p-Value
Brake	Mean abs change	0.003	SWV	Mean abs change	0.022
Brake	Linear trend	0.004	Brake	Approximate entropy	0.024
Brake	Mean	0.004	Throttle	CID ce	0.025
Brake	Ratio beyond r sigma	0.006	Throttle	Change quantile	0.026
SWV	Kurtosis	0.007	Brake	Change quantile	0.027
Brake	Index mass quantile	0.008	SWV	AR coefficient	0.029
Brake	Longest strike below mean	0.009	Brake	C3 lag	0.029
Throttle	Linear trend	0.011	SWA	AR coefficient	0.031
Brake	Count below mean	0.012	SWV	Change quantiles	0.032
Brake	Longest strike above mean	0.012	SWV	Mean abs change	0.032
Brake	Number cwt peaks	0.012	Brake	Ratio value num. to time series	0.032
SWA	CID ce	0.013	Brake	Absolute sum of changes	0.033
Throttle	Agg linear trend	0.013	SWV	Skewness	0.034
Brake	Pct. of reoccurring data points	0.013	SWV	Ratio beyond r sigma	0.034
Brake	CID ce	0.014	Brake	Large standard deviation	0.034
Brake	Partial autocorrelation	0.014	Brake	Sum values	0.040
SWA	Change quantiles	0.015	SWV	FFT coefficient	0.041
Brake	Autocorrelation	0.015	Brake	Augmented dickey fuller	0.041
Throttle	FFT coefficient	0.016	Brake	Count above mean	0.041
SWV	Standard deviation	0.017	Brake	Sum of reoccurring data points	0.041
SWV	Variance	0.017	Brake	Number crossing	0.042
SWA	Number crossing	0.017	Brake	Abs energy	0.043
Brake	Pct. of reoccurring values	0.017	Brake	First location of maximum	0.043
SWV	Linear trend	0.018	Brake	Standard deviation	0.043
Brake	Symmetry looking	0.018	Brake	Variance	0.043
Brake	FFT aggregated	0.019	Brake	Binned entropy	0.046
Brake	FFT coefficient	0.021	Brake	Spkt welch density	0.046
Brake	Value count	0.021	Brake	Sum of reoccurring values	0.047
SWV	Absolute sum of changes	0.022