'How does MindsDB renew/develop models?
I've linked a datasource to mindsdb, using scout. I'm wondering, does it automatically pull new data and retrain the model incrementially, or do I have to trigger and retrain the entire thing?
Solution 1:[1]
at the moment in the open-source version you will need to retrain manually. We are looking at releasing model versioning and auto retraining and comparison but this feature is not yet available in the OS version. For more info, you can visit https://docs.mindsdb.com/databases/.
Solution 2:[2]
MindsDB supports a SQL statement that could trigger the retrain of the existing model called RETRAIN. For e.g, if your model is called churn_predictor you will call:
RETRAIN churn_predictor
Auto-retraining functionality is in beta and it will be first available only for streams(Kafka, Redis).
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | Adam Carrigan |
| Solution 2 | Zoran Pandovski |