Configuring Solution : Filtering multiple event types in Amazon Personalize

Question

When configuring a solution, how do we specify that we want to include multiple event types during training?
In our dataset, we have three event types "STARTED", "PARTIALLYWATCHED", "COMPLETED". We only want to include  "PARTIALLYWATCHED" and "COMPLETED" during training.

In the console, we tried giving it in the following ways:
- `PARTIALLYWATCHED,COMPLETED`
- `PARTIALLYWATCHED|COMPLETED`

But the solution version failed and we got the following error:
**"Dataset has fewer than 1000 interactions after filtering by event type: PARTIAL|COMPLETED".
**
However, in our interactions dataset, we have around 7000 interactions with event types "PARTIALLYWATCHED" and "COMPLETED".

**How do we specify that we want to include multiple event types during training when creating a solution?**

Answer

Currently you can only create a solution that trains on interactions for all event types (i.e., do **not** specify an event type) or train on interactions for a single event type. You cannot specify more than one event type when creating a solution. To support the use case you described, you would have to create an interactions dataset that only includes interactions for `PARTIALLYWATCHED` and `COMPLETED` event types and then create a solution that trains on all event types.

Configuring Solution : Filtering multiple event types in Amazon Personalize

Contenus pertinents