Examining, exporting, and importing your trained models with the Trained Models API
You have prepared your dataset, trained your classification or regression model, looked at its performance, and determined that you would like to use it to enrich your production datasets. Before you can dive into ingest pipelines, inference processors, and the multitude of other components that you can configure to use your trained models, it is good to become familiar with the Trained Models API (https://www.elastic.co/guide/en/elasticsearch/reference/7.10/get-trained-models.html), a set of REST API endpoints that you can use to find out information about your models and even export them to other clusters. Let's take a tour of this API to see what it can tell us about our models.
A tour of the Trained Models API
In this section, we will take a practical look at using the Kibana Dev Console to examine things about our trained supervised models:
- Let's start in the Kibana Dev...