Time Series Prediction Integrated Tuning
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Documentation for package ‘tspredit’ version 1.0.777
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| fertilizers | Fertilizers (Regression) |
| ts_aug_awareness | Augmentation by awareness |
| ts_aug_awaresmooth | Augmentation by awareness smooth |
| ts_aug_flip | Augmentation by flip |
| ts_aug_jitter | Augmentation by jitter |
| ts_aug_none | no augmentation |
| ts_aug_shrink | Augmentation by shrink |
| ts_aug_stretch | Augmentation by stretch |
| ts_aug_wormhole | Augmentation by wormhole |
| ts_fil_ema | Time Series Exponential Moving Average |
| ts_fil_emd | EMD Filter |
| ts_fil_fft | FFT Filter |
| ts_fil_hp | Hodrick-Prescott Filter |
| ts_fil_kalman | Kalman Filter |
| ts_fil_lowess | Lowess Smoothing |
| ts_fil_ma | Time Series Moving Average |
| ts_fil_none | no filter |
| ts_fil_qes | Quadratic Exponential Smoothing |
| ts_fil_recursive | Recursive Filter |
| ts_fil_remd | EMD Filter |
| ts_fil_seas_adj | Seasonal Adjustment |
| ts_fil_ses | Simple Exponential Smoothing |
| ts_fil_smooth | Time Series Smooth |
| ts_fil_spline | Smoothing Splines |
| ts_fil_wavelet | Wavelet Filter |
| ts_fil_winsor | Winsorization of Time Series |
| ts_maintune | Time Series Tune |
| ts_norm_none | no normalization |