Anomaly Detection in High Dimensional and Temporal Data

Documentation for package ‘stray’ version 0.1.1

data_a	A dataset with an outlier
data_b	A bimodal dataset with a micro cluster
data_c	A dataset with local anomalies and micro clusters
data_d	A wheel dataset with two inliers
data_e	A bimodal dataset with an inlier
data_f	A dataset with an outlier
display_HDoutliers	Display outliers with a scatterplot
find_HDoutliers	Detect Anomalies in High Dimensional Data.
find_threshold	Find Outlier Threshold
ped_data	Dataset with pedestrian counts
stray	stray: A package for robust anomaly detection in data streams with concept drift
use_KNN	Find outliers using kNN distance with maximum gap
wheel1	wheel data set with inlier and outlier.