ts_taxonomy_results: A data frame of 1000 different classified time series data.
In mowomoyela/tsfcmethodr: Classification methods to predict best performing forecasting method of a ts
Description
Usage
Format
Source
Description
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 24 different
(statistical) features which are listed in the following item description.
All features/columns are factor values of the different classification
classes.
Usage
1
Format
A data frame with 1000 elements.
Each row represents a time series object that is classified on the following
(statistical features) from the tstaxonomyr R package representing the
columns of the data frame:
- Skewness
The skewness factor of the time series
- Kurtosis
The kurtosis factor of the time series
- Trend
The trend factor of the time series
- Autocorrelation
The autocorrelation factor of the time series
- Mean
The mean factor of the time series
- StandardDeviation
The sd factor of the time series
- NumberOfObservations
The length of the time series
- NonLinearity
The non-linearity factor of the time series
- Seasonality
The seasonality factor of the time series
- Periodicity
The periodicity factor of the time series
- Chaos
The chaos factor of the time series
- Entropy
The entropy factor of the time series
- SelfSimilarity
The self-similarity factor of the time series
- feature_dtwdistance
The dynamic time warping distance to other
time series blocks
- TurningPoints
The number of turning points of the time series
- PartialAutocorrelation
The partial autocorrelation factor of
the time series
- Variance
The variance factor of the time series
- Outliers
The number of outliers of the time series
- StepChanges
The step changes factor of the time series
- Peaks
The number of peaks of the time series
- DurbinWatsonTest
The dw test factor of the time series
- calculate_determination_coefficient
The R^2 factor of the time
series
- NumberOfAttributes
The number of features of the time series
- ts_name
The name of the time series from the tstaxonomyr package
Source
tstaxonomyr R package https://github.com/mowomoyela/tstaxonomyr
mowomoyela/tsfcmethodr documentation built on May 15, 2019, 4:47 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Format Source
Description
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 24 different (statistical) features which are listed in the following item description. All features/columns are factor values of the different classification classes.
Usage
1 |
Format
A data frame with 1000 elements. Each row represents a time series object that is classified on the following (statistical features) from the tstaxonomyr R package representing the columns of the data frame:
- Skewness
The skewness factor of the time series
- Kurtosis
The kurtosis factor of the time series
- Trend
The trend factor of the time series
- Autocorrelation
The autocorrelation factor of the time series
- Mean
The mean factor of the time series
- StandardDeviation
The sd factor of the time series
- NumberOfObservations
The length of the time series
- NonLinearity
The non-linearity factor of the time series
- Seasonality
The seasonality factor of the time series
- Periodicity
The periodicity factor of the time series
- Chaos
The chaos factor of the time series
- Entropy
The entropy factor of the time series
- SelfSimilarity
The self-similarity factor of the time series
- feature_dtwdistance
The dynamic time warping distance to other time series blocks
- TurningPoints
The number of turning points of the time series
- PartialAutocorrelation
The partial autocorrelation factor of the time series
- Variance
The variance factor of the time series
- Outliers
The number of outliers of the time series
- StepChanges
The step changes factor of the time series
- Peaks
The number of peaks of the time series
- DurbinWatsonTest
The dw test factor of the time series
- calculate_determination_coefficient
The R^2 factor of the time series
- NumberOfAttributes
The number of features of the time series
- ts_name
The name of the time series from the tstaxonomyr package
Source
tstaxonomyr R package https://github.com/mowomoyela/tstaxonomyr
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.