Learned Pattern Similarity and Representation for Time Series

Documentation for package ‘LPStimeSeries’ version 1.0-5

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