Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

K. FeaselFinding Ghosts in Your Datahttps://doi.org/10.1007/978-1-4842-8870-2_19

19. Performing a Bake-Off

Kevin Feasel¹  

(1)

DURHAM, NC, USA

 

In this final chapter of the book, we will compare our anomaly detector service to the Azure Cognitive Services Anomaly Detector service. Importantly, the intent of this chapter is not to prove conclusively which is better; it is instead an opportunity to see how two services stack up and see if our service is competitive with a commercially available option. We will begin by laying out the parameters of comparison. Then, we will perform the bake-off, comparing how the two services handle the same datasets. Finally, ...