Outlier Detection in Data Streams

Documentation for package ‘oddstream’ version 0.5.0

oddstream-package	oddstream: A package for Outlier Detection in Data Streams
anomalous_stream	Multivariate timeseries dataset with an anomalous event.
extract_tsfeatures	Extract features from a collection of time series
find_odd_streams	Detect outlying series within a collection of sreaming time series
get_pc_space	Define a feature space using the PCA components of the feature matrix
gg_featurespace	Produces a ggplot object of two dimensional feature space.
oddstream	oddstream: A package for Outlier Detection in Data Streams
set_outlier_threshold	Set a threshold for outlier detection