Updated API - The Machine Learning API adds an endpoint for model recommendations
The Machine Learning API has been updated with a new endpoint to help you quickly identify the most suitable model for a given experiment:
POST /api/v1/experiments/{experimentId}/recommendations - Request recommended models for an experiment.
This endpoint analyzes available models and selects those that perform best across three categories:
- Best model - The model with the best balance of performance and speed.
- Fastest model - The model with the highest prediction speed among those with accuracy within 10% of the top model.
- Most accurate model - The model with the highest predictive accuracy.
For more information, refer to the Machine Learning API reference documentation.