Description Usage Format Source
A data frame containing 1000 different classified univariate and multivariate time series data from the tstaxonomyr R package. Each row represents one single time series that is classified on XX different (statistical) features which are listed in the following item description. This time the time series data was classified on the feature selection reduced taxonomy. All features/columns are factor values of the different classification classes.
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A data frame with 1000 elements. Each row represents a time series object that is classified on the following 15 (statistical features) from the tstaxonomyr R package representing the columns of the data frame. This time the time series data was classified on the feature selection reduced taxonomy:
The trend factor of the time series
The autocorrelation factor of the time series
The seasonality factor of the time series
The periodicity factor of the time series
The chaos factor of the time series
The entropy factor of the time series
The number of turning points of the time series
The partial autocorrelation factor of the time series
The number of outliers of the time series
The step changes factor of the time series
The number of peaks of the time series
The dw test factor of the time series
The R^2 factor of the time series
The number of features of the time series
The name of the time series from the tstaxonomyr package
tstaxonomyr R package https://github.com/mowomoyela/tstaxonomyr
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