Synopsis
Computes weights based on the (normalized) standard deviation of the attributes.
Description
Creates weights from the standard deviations of all attributes. The values can be normalized by the average, the minimum, or the maximum of the attribute.
Input
- example set: expects: ExampleSet
Output
- weights:
- example set:
Parameters
- normalize weights: Activates the normalization of all weights.
- normalize: Indicates if the standard deviation should be divided by the minimum, maximum, or average of the attribute.