Interact | offerserving | Built-in Learning Config

These configuration properties define the database write settings for built-in learning. To tune your learning implementation, use the configuration properties for the design environment.

version

Description

You can select 1 or 2. Version 1 is the basic configuration version that does not use parameters to set thread and record limits. Version 2 is the enhanced configuration version that lets you set thread and record parameter to improve performance. These parameters perform aggregation and deletion when these parameter limits are reached.

Default value

1

insertRawStatsIntervalInMinutes

Description

The number of minutes the Unica Interact learning module waits before inserting more rows into the learning staging tables. You may need to modify this time based on the amount of data the learning module is processing in your environment.

Default value

5

Valid Values

A positive integer

aggregateStatsIntervalInMinutes

Description

The number of minutes the Unica Interact learning module waits between aggregating data in the learning stats tables. You may need to modify this time based on the amount of data the learning module is processing in your environment.

Default value

15

Valid Values

An integer greater than zero.

autoAdjustPercentage

Description

The value that determines the percentage of data the run of aggregation tries to process based on the metrics of the previous run. By default, this value is set to zero, which means the aggregator processes all staging records, and this auto adjustment functionality is disabled.

Default value

0

Valid Values

A number between 0 and 100.

saveOriginalValues

Description

You can set the values as “All Values", “Binned Values", or “None". This will control what values will be logged in table UACI_LearningAttributeHist.

If “All Values" is selected then all learning attributes will be logged in the table. If this parameter is set to “Binned Values" then only those attributes will be logged in the table for which bins are created under “Interact-> Global Learning".

If set to “None" no values will be logged in UACI_LearningAttributeHist .

By default this is set to “None".

Default value

None

Valid Values

All Values | Binned Values | None

excludeAbnormalAttribute

Description

The setting that determines whether to mark those attributes as invalid. If set to IncludeAttribute, abnormal attributes are included not marked as invalid. If set to ExcludeAttribute, abnormal attributes are excluded and marked as invalid.

Default value
IncludeAttribute
Valid Values
IncludeAttribute | ExcludeAttribute

smoothFactor

Description
When updating the recency weights of offers, which is a key factor for calculating the learning scores, the importance of the recent activities can be further optionally adjusted by comparing the number of recent activities to historic activities.
Default Value
0.00
Valid Values
0.00 to 1.00
Example
0.01 | 0.001 | 0.05 | 0.1