Man pages for PetoLau/TSrepr
Time Series Representations
| clipping | Creates bit-level (clipped representation) from a vector |
| coef_comp | Functions for linear regression model coefficients extraction |
| denorm_atan | Arctangent denormalisation |
| denorm_boxcox | Two-parameter Box-Cox denormalisation |
| denorm_min_max | Min-Max denormalisation |
| denorm_yj | Yeo-Johnson denormalisation |
| denorm_z | Z-score denormalisation |
| elec_load | 2 weeks of electricity load data from 50 consumers. |
| fast_stat | Fast statistic functions (helpers) |
| maape | MAAPE |
| mae | MAE |
| mape | MAPE |
| mase | MASE |
| mdae | MdAE |
| mse | MSE |
| norm_atan | Arctangent normalisation |
| norm_boxcox | Two-parameter Box-Cox normalisation |
| norm_min_max | Min-Max normalisation |
| norm_min_max_list | Min-Max normalization list |
| norm_min_max_params | Min-Max normalisation with parameters |
| norm_yj | Yeo-Johnson normalisation |
| norm_z | Z-score normalisation |
| norm_z_list | Z-score normalization list |
| norm_z_params | Z-score normalisation with parameters |
| repr_dct | DCT representation |
| repr_dft | DFT representation by FFT |
| repr_dwt | DWT representation |
| repr_exp | Exponential smoothing seasonal coefficients as representation |
| repr_feaclip | FeaClip representation of time series |
| repr_feacliptrend | FeaClipTrend representation of time series |
| repr_featrend | FeaTrend representation of time series |
| repr_gam | GAM regression coefficients as representation |
| repr_list | Computation of list of representations list of time series... |
| repr_lm | Regression coefficients from linear model as representation |
| repr_matrix | Computation of matrix of representations from matrix of time... |
| repr_paa | PAA - Piecewise Aggregate Approximation |
| repr_pip | PIP representation |
| repr_pla | PLA representation |
| repr_sax | SAX - Symbolic Aggregate Approximation |
| repr_seas_profile | Mean seasonal profile of time series |
| repr_sma | Simple Moving Average representation |
| repr_windowing | Windowing of time series |
| rleC | RLE (Run Length Encoding) written in C++ |
| rmse | RMSE |
| smape | sMAPE |
| trending | Creates bit-level (trending) representation from a vector |
| TSrepr | TSrepr package |
