What is Explainable AI in SparkPredict?
Explainable AI in SparkPredict
- SparkPredict can display a list of contributing sensors
or tag for every event (normal or critical).
- SparkPredict can also display evidence on why an event
was classified as an operating state
- SME’s can leverage this information to focus their
maintenance efforts and attend to critical alerts quickly
- Anomaly Information and Confidence
- SparkPredict can display how long each
anomalous/critical event existed
- SparkPredict also merges consecutive similar
anomalous events. This helps to reduce alerts for
the same anomalous event
- Future – UI improvements for historical frequency
of anomaly occurrence in SparkPredict