public class Regression extends PMMLClassifier implements Serializable
Modifier and Type | Field and Description |
---|---|
protected String |
m_algorithmName
Description of the algorithm
|
protected weka.classifiers.pmml.consumer.Regression.Normalization |
m_normalizationMethod
The normalization to use
|
protected weka.classifiers.pmml.consumer.Regression.RegressionTable[] |
m_regressionTables
The regression tables for this regression
|
m_creatorApplication, m_dataDictionary, m_fieldsMap, m_initialized, m_log, m_miningSchema, m_pmmlVersion
m_Debug
Constructor and Description |
---|
Regression(Element model,
Instances dataDictionary,
MiningSchema miningSchema)
Constructs a new PMML Regression.
|
Modifier and Type | Method and Description |
---|---|
double[] |
distributionForInstance(Instance inst)
Classifies the given test instance.
|
String |
getRevision()
Returns the revision string.
|
String |
toString()
Return a textual description of this Regression model.
|
buildClassifier, done, getCreatorApplication, getDataDictionary, getFieldsMappingString, getLog, getMiningSchema, getPMMLVersion, mapToMiningSchema, setCreatorApplication, setLog, setPMMLVersion
classifyInstance, debugTipText, forName, getCapabilities, getDebug, getOptions, listOptions, makeCopies, makeCopy, runClassifier, setDebug, setOptions
protected String m_algorithmName
protected weka.classifiers.pmml.consumer.Regression.RegressionTable[] m_regressionTables
protected weka.classifiers.pmml.consumer.Regression.Normalization m_normalizationMethod
public Regression(Element model, Instances dataDictionary, MiningSchema miningSchema) throws Exception
model
- the Element
containing the regression modeldataDictionary
- the data dictionary as an Instances objectminingSchema
- the mining schemaException
- if there is a problem constructing this Regressionpublic String toString()
public double[] distributionForInstance(Instance inst) throws Exception
distributionForInstance
in class Classifier
inst
- the instance to be classifiedException
- if an error occurred during the predictionpublic String getRevision()
Classifier
getRevision
in interface RevisionHandler
getRevision
in class Classifier
Copyright © 2015 University of Waikato, Hamilton, NZ. All rights reserved.