The wizard displays missing value treatments for all numerical attributes.
You can either accept the treatments or define new treatments. You can also generate recommended treatments based on the algorithm that you intend to use.
When you are done defining treatments for numerical attributes, click Next.
The attributes are listed in a grid with the following columns:
To generate recommended missing value treatments based on the mining algorithm that you plan to use, click Defaults and select the algorithm that you plan to use.
To define a treatment or to edit an existing treatment, select the attribute and click Transform. You can select one of the following treatments: replace missing values with the mean, the maximum, or the minimum, replace missing values with a specific custom (constant) value, or drop any rows where this attribute is missing.
Note: You cannot specify Drop for all attributes.
To copy a treatment, select an attribute with the treatment and click Copy. To apply the same treatment to other attributes, select the attributes and click Paste.
To view a histogram of an attribute, select the attribute and click Histogram.
Copyright © 2006, 2008, Oracle. All rights reserved.