Time Series Prediction Integrated Tuning
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Documentation for package ‘tspredit’ version 1.0.707
Help Pages
| bal_oversampling | Oversampling |
| bal_subsampling | Subsampling |
| cla_fs | Feature Selection |
| cla_fs_fss | Forward Stepwise Selection |
| cla_fs_ig | Information Gain |
| cla_fs_lasso | Feature Selection using Lasso |
| cla_fs_relief | Relief |
| 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_ma | Time Series Moving Average |
| ts_fil_none | no filter |
| ts_fil_smooth | Time Series Smooth |
| ts_maintune | Time Series Tune |
| ts_norm_none | no normalization |