Learned Pattern Similarity and Representation for Time Series

Documentation for package ‘LPStimeSeries’ version 1.0-2

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 Patterns for Time Series Representation and Similarity
learnPattern.default	Learn 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 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