Enhancing your data by adding predictions to your entity
There will be times where you wish to use the prediction capabilities of Graft to support your use case. Graft provides a number of pre-defined enrichments to create predictions, once generated Graft allows you to manage these enrichment models through Active Learning.
Current Graft Provided Enrichments
| Type | Name |
|---|---|
| Text | Sentiment |
| Toxicity | |
| Author Emotion | |
| Image | Has Human Face |
| Weapon Detection |
The following steps cover how to add ANY existing enrichment whether a Graft provided Classifier or one you have created. Once added you are able to apply it to your Entity and Generate Predictions
Having Clicked on the Graft Logo as shown in Add an Enrichment you will be asked to Select the enrichment you would like to add from those available in the project. This will include any you have created (in this example review_2_rest_classifier) and Graft provided ones (such as Toxicity).
- Click NEXT
- Add in a unique name for your enrichment
- Optionally: Add a description
- Click FINISH to complete adding your existing enrichment
You will be presented with the Enrichment Dashboard showing the copy operation of the existing Enrichment. At this point the Overview Tile does not contain any model performance data
Next step:
Apply the model and Generate Predictions