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java.lang.Objectace.datatypes.TrainedModel
public class TrainedModel
Serializable object that stores the Weka Objects associated with a Classification. The Trainer class will train the Weka Classifier, set the fields of this class, and save it to a file. The InstanceClassifier class will read this object from a file and access its fields to be used for classification. This object will also be used in the context of cross validation and experimentation. This class has no methods; it is only used for storing and saving the objects needed for classification.
| Field Summary | |
|---|---|
weka.attributeSelection.AttributeSelection |
attribute_selector
A feature selector to be used to select features of a feature set. |
weka.core.Attribute |
class_attribute
Attribute describing the possible classes to which an Instance may belong. |
weka.classifiers.Classifier |
classifier
A Weka Classifier to be trained based on the training Instances. |
| Constructor Summary | |
|---|---|
TrainedModel()
Constructs an instance of a TrainedModel object. |
|
TrainedModel(weka.classifiers.Classifier classifier,
weka.attributeSelection.AttributeSelection attribute_selector,
weka.core.Attribute class_attribute)
Constructs an instance of a TrainedModel object. |
|
| Method Summary |
|---|
| Methods inherited from class java.lang.Object |
|---|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
| Field Detail |
|---|
public weka.classifiers.Classifier classifier
public weka.attributeSelection.AttributeSelection attribute_selector
public weka.core.Attribute class_attribute
| Constructor Detail |
|---|
public TrainedModel()
public TrainedModel(weka.classifiers.Classifier classifier,
weka.attributeSelection.AttributeSelection attribute_selector,
weka.core.Attribute class_attribute)
classifier - The Weka Classifier to be trained, saved, and
used for classification.attribute_selector - The Weka object used for dimensionality reduction.class_attribute - The Weka object specifying the possible classes
into which a specific Instance may be classified.
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