Streaming Events and their Early Classification

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Documentation for package ‘eventstream’ version 0.1.1

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extract_event_ftrs Extracts events from a data stream and computes event features.
gen_stream Generates a two dimensional data stream containing events of two classes.
get_clusters Extracts events from a two-dimensional data stream
get_clusters_3d Extracts events from a three-dimensional data stream
get_features Computes event-features
get_features_3d Computes event-features
NO2_2010 A dataset containing NO2 data for 2010
NO2_2011 A dataset containing NO2 data for 2011
NO2_2012 A dataset containing NO2 data for 2012
NO2_2013 A dataset containing NO2 data for 2013
NO2_2014 A dataset containing NO2 data for 2014
NO2_2015 A dataset containing NO2 data for 2015
NO2_2016 A dataset containing NO2 data for 2016
NO2_2017 A dataset containing NO2 data for 2017
NO2_2018 A dataset containing NO2 data for 2018
NO2_2019 A dataset containing NO2 data for 2019
predict_tdl Prediction with incomplete-event-classifier
real_details A dataset containing the details of class A events in the dataset real_stream.
real_stream A data stream from a real world application
spline_stats Computes background quantities using splines
stats_3d Computes mean and standard deviation
stream_from_files Generates a two dimensional data stream from data files in a given folder.
td_logistic Classification with incomplete-event-classifier
tune_cpdbee_2D Tunes 2D event detection using labeled data
tune_cpdbee_3D Tunes 3D event detection using labeled data