The Apply classifier and Apply regression transformers allows the DataCleaner user to apply a trained Machine Learning model onto incoming records. See the Machine Learning analyzers section for details on how to train such a model.
The two transformers share these properties to be configured:
Table 3.3. Machine learning transformer properties
| Property | Description |
|---|---|
| Features | Select the columns that are used for feature extraction. The size and order of columns must match the columns used when training the model. |
| Model file | The file containing the model as it was persisted during training. |