Solution Development

Model tab > Clustering Insight

Intended audience: end-users developers

AO Platform: 5.0


Clustering Insight

The Model tab generally includes one or more of the following sections:

  • Data Fields - these are the data field configuration properties mandatory for the model to execute.

  • Model Configuration - configuration properties in this section will vary depending on the selected model. If the model does not require additional configuration, the section will not be shown.


Configuration

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Properties

Label

UI

Default

Description

Data Fields




  • Entity Id

Dropdown /Expression


Select an MSO Field Property that will represent the entity/ies to be clustered.

  • Features

Dropdown w/Expression (Repeater)


Select up to 10 MSO Field Properties (continuous, categorical, or binary) for cluster modeling. For Ordinal Categorical Features, an Order of Values field appears to define the value order, e.g., "Low Medium High" or "Q1 Q2 Q3 Q4”. Please note that the Categorical Features will need to be configured as a Categorical Trait for the MSO Property Fields selected.

  • Preview Model Data

Button


Opens a dialog to view the data that will be used by the model. See Model > Model tab | Preview Model Data Dialog

Model Configuration




  • Number of Clusters

Dropdown

Auto

Enter a value between 2 and 10, or Auto for the model to decide the number of clusters.

  • View Insight Values By

Radio-buttons + Number field

2

Select either Top N (most dense clusters) or Bottom N (least dense clusters), and enter the number of clusters to display.

  • Rules for Adding Insight to Insights Feed Page from Scheduler

Radio-buttons

Always Add

Select if the Quick Insight will be added to the Insights Feed page when generated from a Scheduled Task. See Model > Model tab | Rules for Adding Insights Feed Page from Scheduler.






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