Learned Pattern Similarity and Representation for Time Series
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Documentation for package ‘LPStimeSeries’ version 1.0-5
Help Pages
| computeSimilarity | Compute similarity between time series based on learned patterns |
| getTreeInfo | Extract a single tree from the ensemble. |
| GunPoint | The Gun-Point Data |
| learnPattern | Learn Local Auto-Patterns for Time Series Representation and Similarity |
| learnPattern.default | Learn Local Auto-Patterns for Time Series Representation and Similarity |
| LPSNews | Show the NEWS file |
| plot.learnPattern | Plot method for learnPattern objects |
| plotMDS | Multi-dimensional Scaling Plot of Learned Pattern Similarity |
| predict.learnPattern | predict method for 'learnPattern' objects |
| print.learnPattern | Learn Local Auto-Patterns for Time Series Representation and Similarity |
| tunelearnPattern | Tune Parameters of LPS for Time Series Classification |
| visualizePattern | Plot of the patterns learned by the ensemble of the regression trees |