Description
Kumo automatically searches for the best model architecture and hyperparameters that fits your predictive query. As with many search problems, there is a trade-off between the search time and the optimality of the search result.
By default, Kumo decides the size of the search space so that the search completes in a reasonable amount of time, and yields a close-to-optimal result.
Supported Task Types
- All
Run Mode Options
| run_mode | Description |
|---|---|
| FAST | Speeds up the search process, typically about 4x faster than using the normal mode. |
| NORMAL | Typically takes 4x the time used by the normal mode. |
| BEST | Used by default. |
Updated 6 months ago