| title | ModelFeature |
|---|---|
| description | ModelFeature Schema Reference |
| Property | Type | Required | Description |
|---|---|---|---|
| name | string |
✅ | Feature name (snake_case) |
| label | string |
optional | Human-readable label |
| field | string |
✅ | Source field name |
| object | string |
optional | Source object (if different from target) |
| dataType | Enum<'numeric' | 'categorical' | 'text' | 'datetime' | 'boolean'> |
✅ | Feature data type |
| transformation | Enum<'none' | 'normalize' | 'standardize' | 'one_hot_encode' | 'label_encode' | 'log_transform' | 'binning' | 'embedding'> |
optional | |
| required | boolean |
optional | |
| defaultValue | any |
optional | |
| description | string |
optional | |
| importance | number |
optional | Feature importance score (0-1) |