Predictive Query Nodes

Predictive Query nodes enable you to score data dynamically without a predefined model. Predictive Queries use in-database scoring technology.

Scoring using Predictive Query nodes has the following limitations:

• The transient models created during the running of Predictive Query node are not available for inspection or fine tuning.

• If it is necessary to inspect the model, correlate scoring results with the model, specify special algorithm settings, or run multiple scoring queries that use the same model, then a predefined model must be created.

The output of a Predictive Query is the output of an Apply operation.

There are several Predictive Query nodes:

• Anomaly Detection Query

• Clustering Query

• Feature Extraction Query

• Prediction Query