Performing a Bake-Off
Kevin Feasel · Apress eBooks · 2022
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, we will close with a few thoughts on how we can improve our anomaly detection engine.