SleepStages | R Documentation |
Categorical time series (CTS) of sleep stages from different subjects
data(SleepStages)
A tsibble
with four columns, which are:
Value
The categorical values of the time series in the dataset.
Series
Integer values indicating the considered time series (there are 62 time series in the dataset).
Time
Integer values indicating the temporal indexes of the observations.
Class
Integer values indicating the class of each time series.
The column Value
is the concatenation of 62 time series
taking six categorical values (sleep stages). The column Class
is formed
by the integers 1 and 2 indicating that there are 2 different classes in the database. Each class is associated with a sleep
disorder (class 1 refers to nocturnal frontal lobe epilepsy, while class refers 2 to REM behavior disorder).
For more information, see \insertCitelopez2023hard;textualctsfeatures.
lopez2023hardctsfeatures
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