AddClassification
Synopsis
A filter for adding the classification, the class distribution and an error flag to a dataset with a classifier. The classifier is either trained on the data itself or provided as serialized model.
Options
The table below describes the options available for AddClassification.
Option |
Description |
|---|---|
classifier |
The classifier to use for classification. |
debug |
Turns on output of debugging information. |
outputClassification |
Whether to add an attribute with the actual classification. |
outputDistribution |
Whether to add attributes with the distribution for all classes (for numeric classes this will be identical to the attribute output with 'outputClassification'). |
outputErrorFlag |
Whether to add an attribute indicating whether the classifier output a wrong classification (for numeric classes this is the numeric difference). |
removeOldClass |
Whether to remove the old class attribute. |
serializedClassifierFile |
A file containing the serialized model of a trained classifier. |
Capabilities
The table below describes the capabilites of AddClassification.
Capability |
Supported |
|---|---|
Class |
Date class, Missing class values, Binary class, Numeric class, Nominal class |
Attributes |
Unary attributes, Binary attributes, Missing values, Relational attributes, Date attributes, String attributes, Empty nominal attributes, Numeric attributes, Nominal attributes |
Min # of instances |
0 |