Package: eventstream 0.1.1

Sevvandi Kandanaarachchi

eventstream: Streaming Events and their Early Classification

Implements event extraction and early classification of events in data streams in R. It has the functionality to generate 2-dimensional data streams with events belonging to 2 classes. These events can be extracted and features computed. The event features extracted from incomplete-events can be classified using a partial-observations-classifier (Kandanaarachchi et al. 2018) <doi:10.1371/journal.pone.0236331>.

Authors:Sevvandi Kandanaarachchi [aut, cre]

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eventstream.pdf |eventstream.html✨
eventstream/json (API)

Peer review:

Bug tracker:https://github.com/sevvandi/eventstream/issues

On CRAN:

13 exports 3 stars 0.93 score 32 dependencies 177 downloads

Last updated 2 years agofrom:41ff2a68c6. Checks:OK: 7. Indexed: yes.

Exports:extract_event_ftrsgen_streamget_clustersget_clusters_3dget_featuresget_features_3dpredict_tdlspline_statsstats_3dstream_from_filestd_logistictune_cpdbee_2Dtune_cpdbee_3D

Dependencies:abindchangepointclicodetoolsdbscandplyrfansiforeachgenericsglmnetglueiteratorslatticelifecyclemagrittrMASSMatrixpillarpkgconfigR6RcppRcppEigenrlangshapesurvivaltensorAtibbletidyselectutf8vctrswithrzoo