Man pages for mowomoyela/tstaxonomyr
A time series taxonomy to classify univariate or multivariate time series
| calculate_attributenumber | Generates the number of attributes of a data.frame object. |
| calculate_autocorrelation | Generates the mean of the autocorrelationfunction (ACF) of a... |
| calculate_chaos | Generates the maximum Lyapunov exponent (chaos) of a ts... |
| calculate_determination_coefficient | Generates the coefficient of determination (R2) of a... |
| calculate_dtw_blockdistance | Generates the dynamic time warping (DTW) for a ts object to... |
| calculate_durbin_watson_test | Generates the autocorrelation measure of a data.frame object. |
| calculate_entropy | Generates the approximate entropy of a ts object. |
| calculate_kurtosis | Generates the kurtosis of a ts object. |
| calculate_mean | Generates the mean of the normalized values [0,1] of a ts... |
| calculate_non_linearity | Generates the non linearity factor of a ts object. |
| calculate_observationnumber | Generates the number of observations of a ts object. |
| calculate_outlier_percentage | Generates the percentage of outliers of a ts object. |
| calculate_partial_autocorrelation | Generates the mean of the partial autocorrelationfunction... |
| calculate_peak_percentage | Generates the percentage of peaks of a ts object. |
| calculate_periodicity | Generates the periodicity/frequency factor of a ts object. |
| calculate_quartile_distribution | Generates the percentage of the values in the 4 quartiles of... |
| calculate_sd | Generates the standard deviation of a ts object. |
| calculate_seasonality | Generates the seasonality factor of a ts object. |
| calculate_selfsimilarity | Generates the Hurst exponent of a ts object. |
| calculate_skewness | Generates the skewness of a ts object. |
| calculate_stepchange_percentage | Generates the percentage of step changes of a ts object. |
| calculate_trend | Generates the trend of a ts object. |
| calculate_turningpoint_percentage | Generates the percentage of turning points of a ts object. |
| calculate_variance | Generates the variance of a ts object. |
| classify_ts | Classifies a time series based on the defined ts taxonomy... |
| decompose_ts | Decompose a time series object into trend, seasonal and... |
| get_ts_frequency | Get the period of an vector object. |
| matrix_block_list | A list of 13 elements, containing time series matrices. |
| multi_ts_list | A list of 500 different multivariate time series data. |
| predict_missing_observations | Replace all missing observations of a time series or vector... |
| scale_feature | Scale a numeric value into a standardized interval [0,1]. |
| uni_ts_list | A list of 500 different univariate time series data. |
