Event Detection Framework

Detect / classify events in time-series data. Combines multiple well-known R packages like 'forecast' to deliver an easily configurable tool for event detection.


News

TODO / Upcoming:

  • Data Preparation might be done outside of buildEDModel so that for example NAs can be removed from the whole data set
  • Tests for different model types and functionality of 'detectEvents'
  • ?changable dynamic threshold classification?
  • useNormalization parameter in preprocessing cntrl list

NEWS: V0.3.1 - Added more Forecast models, added ed.print V0.3.0 - Added eventDetect automatic movingWindow based event detection over a whole dataset

Reference manual

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install.packages("EventDetectR")

0.3.3 by Margarita Rebolledo, 4 months ago


https://github.com/frehbach/EventDetectR


Report a bug at https://github.com/frehbach/EventDetectR/issues


Browse source code at https://github.com/cran/EventDetectR


Authors: Frederik Rehbach [aut] , Steffen Moritz [aut] , Margarita Rebolledo [aut, cre] , Sowmya Chandrasekaran [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports imputeTS, forecast, ggplot2, gridExtra

Suggests testthat, utils, caret, e1071


See at CRAN