Adaptive Bayes Network Options

Note: The Adaptive Bayes Network (ABN) algorithm is deprecated in Oracle Data Mining 11g. Oracle Data Miner does not support building ABN models; you can view ABN models created using the Oracle Data Mining 11g APIs.

There are two kinds of build settings:

General Settings

General settings are supported for classification models only.

First, verify that the Preferred Target Value is correct; you pick this value when you defined the activity.

The General tab lets you select one of the following accuracy goals:

In many cases, Maximum Overall Accuracy provides the best general approach. For detailed information about these types, see Accuracy Type.

Algorithm Settings

First select the model type; Model Type is one of the following:

See Adaptive Bayes Network Algorithm for information about the model types.

Note: Single Feature is the only model type that provides rules.

The values that you can change and their defaults depend on the Model Type that you select.

You can change the following for the Single Feature model type:

You can change the following for the Multi Feature model type:

You can change the following for the Naive Bayes model type:

When you are done, click OK to close the dialog and save any changes.