Evaluating a trained model
Once a model has been trained, you can evaluate its relevance by looking at the evaluation results. In this section, we are going to do the following:
- Provide an overview of the model evaluation dashboard
- Deep dive into the model performance section and how to interpret it
- Deep dive into the event diagnostics section and how to interpret it
Let's start with the evaluation dashboard overview.
Model evaluation dashboard overview
To access this dashboard for any given model, follow these steps:
- Log into your AWS console and search for
Lookout for Equipment
in the search bar at the top. - Click on Amazon Lookout for Equipment to go to the service's home page.
- On this page, you can click on the hamburger icon (the one with three horizontal lines) at the top left to open the left panel, where you can click on Datasets. You will land on a page listing all the datasets that are visible in your AWS account. You...