Machine Learning solutions for Flow Designer
With Predictive Intelligence for Flow Designer (com.snc.ml_flowdesigner), you can deploy machine learning solutions in your instance. This spoke provides actions to incorporate Predictive Intelligence model predictions into flows.
Predictive Intelligence activation
This spoke requires Predictive Intelligence (com.glide.platform_ml). For more information, see Install Predictive Intelligence.
Key features
Predictive Intelligence for Flow Designer provides three frameworks that you can use to create machine-learning solutions in your instance. Each framework delivers a different solution type for training the system to predict, recommend, and organize data outcomes.
- Classification framework
- Similarity framework
- Clustering framework
Spoke requirements
- A sharedservice.worker user to train solutions.
- A pre-trained Predictive Intelligence solution.
Spoke dependencies
If you’re having trouble installing the app, ensure that these dependent plugins are installed:
- Predictive Intelligence (com.glide.platform_ml) plugin
- Predictive Intelligence Reporting (com.glide.platform_ml_pa) plugin
Note: Some plugins may be licensable features and require appropriate licenses, if used outside the spoke implementation.
Spoke actions
Predictive Intelligence for Flow Designer (com.snc.ml_flowdesigner) provides actions to make predictions using existing models without having to write or maintain script. Available actions include:
| Action | Description |
|---|---|
| Classification Batch Prediction | Obtain a predicted value from an active classification solution definition using multiple input records. |
| Classification Prediction | Obtain a predicted value from an active classification solution definition using a single input record. |
| PI Confidence Check | Compare an output value \(number\) from Predictive intelligence with a number specified by the user. For example: Compare the confidence value of a prediction with a specified value. |
| Regression Batch Prediction | Obtain a predicted value from an active regression solution definition using multiple input records.Note: The regression framework is deprecated in the Australia release. You can continue to use existing regression solutions but you can't create new ones. |
| Regression Prediction | Obtain a predicted value from an active regression solution definition using a single input record.Note: The regression framework is deprecated in the Australia release. You can continue to use existing regression solutions but you can't create new ones. |
| Similarity Prediction | Obtain similar records that exist in the table specified by the user in their similarity solution definition. |
Spoke user roles
Predictive Intelligence for Flow Designer provides these user roles to control access to data:
| User role | Description |
|---|---|
| ml_admin | Grants access to all Predictive Intelligence features |
Parent Topic:Spokes
Related topics
Use Predictive Intelligence in Flow Designer with ML actions