Time domain feature |
mean |
The mean value of data |
med |
The median value of data |
std |
The standard deviation of data |
mad |
The median absolute value of data |
quantile1 |
The 25th percentile of signal |
quantile2 |
The 75th percentile of signal |
iqr |
Interquartile range |
skewness |
The skewness of time signal |
kurtosis |
The kurtosis of time signal |
var |
The variance of time signal |
entropy |
The entropy value of signal |
sepctral entropy |
The sepctral entropy value of signal |
Frequency domain feature |
maxfreq |
The maximum frequency of frequency features |
maxval |
The maximum value of frequency features |
maxratio |
The maximum ratio of frequency features |
peak |
The main peak of autoregression features |
height |
The second peak height of autoregression features |
position |
The second peak position of autoregression features |
spwf |
The spectral power features in 5 adjacent frequency |