Model-Based

Icon

The Icon button allows the user to upload/select an icon to represent the Insight configuration. Click to open the File Manager dialog.

Name

Add a Name to represent the Insight.

Description

Add a short Description about the Insight.

Domain

Select from dropdown a Domain that the Insight belongs to.

Insight Type

Select from dropdown:

• Model Based Insight (typically a Python-based Machine Learning Model).

• Custom (with data coming from either a Pipeline or a Java Class)

Insight Model

Select from dropdown an Insight Model created on the Insight Model Configurations Page.

Ontology

Select an Ontology from the dropdown for which the Insight will be related to.

Public

Enable the checkbox to create the new Insight as Public, - otherwise it’ll be Private to the user.

Tags

Add any additional Tags to help when searching for Insights.

Insight Type

Select between System Level and Entity Level.

• A System Level setting typically means that all data from the Input Features MSO will be modelled relative to a baseline for all records.

• An Entity Level setting means that individual records in the data set will be modelled for the provided Input Features.

Output Feature

Property comes from Input Features MSO via dropdown, and identifies the core output from the Insight Model, eg. “Meter Failure". This is a read-only property on the Model page as it can only be configured in the Insight Model Configuration for the Insight Model selected.

Input Features

The Input Features MSO will expose a set of properties to the user These Input Features are Field Properties in the associated Pipeline that feeds the Input Features MSO from which the Insight Model takes its data input. Only one Input Feature selection can be made per Insight.

Output Format

Select the Output Format such as Key Value, Key Value List, Key Value Object from the dropdown.

Pipeline

Select a Pipeline from the Search dialog which will provide the data to this Insight.

Output MSO

Select an MSO from the Search dialog which will provide the output features to this Insight.

Asynchronous

Enable the checkbox to make the execution of ad-hoc Insights happen asynchronously. This is important for longer running tasks to avoid users having to wait too long for the Insight to be available.

Is Baseline?

Insight MSO Mapping

MSO

Select an MSO from the Search dialog which the Insight will be associated with, eg. if the Insight is about Meter Failure Rate, then the associated MSO will likely be the Meter MSO.

MSO Fields

Select an MSO Field in addition to selecting the MSO in case the Insight should appear relative to an MSO Field property, eg. Meter Material or Meter Manufacturer.