Class LinearRegressionBoundary
java.lang.Object
weka.classifiers.AbstractClassifier
weka.classifiers.functions.LinearRegression
weka.classifiers.functions.explicitboundaries.models.LinearRegressionBoundary
- All Implemented Interfaces:
Serializable
,Cloneable
,weka.classifiers.Classifier
,ClassifierWithBoundaries
,weka.core.BatchPredictor
,weka.core.CapabilitiesHandler
,weka.core.CapabilitiesIgnorer
,weka.core.CommandlineRunnable
,weka.core.OptionHandler
,weka.core.RevisionHandler
,weka.core.WeightedInstancesHandler
public class LinearRegressionBoundary
extends weka.classifiers.functions.LinearRegression
implements ClassifierWithBoundaries
- Author:
- pawel
- See Also:
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Field Summary
Fields inherited from class weka.classifiers.functions.LinearRegression
SELECTION_GREEDY, SELECTION_M5, SELECTION_NONE, TAGS_SELECTION
Fields inherited from class weka.classifiers.AbstractClassifier
BATCH_SIZE_DEFAULT, NUM_DECIMAL_PLACES_DEFAULT
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Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionReturns decision boundaries of the classifierweka.core.Capabilities
static void
Methods inherited from class weka.classifiers.functions.LinearRegression
attributeSelectionMethodTipText, buildClassifier, classifyInstance, coefficients, eliminateColinearAttributesTipText, getAttributeSelectionMethod, getEliminateColinearAttributes, getMinimal, getOptions, getOutputAdditionalStats, getRevision, getRidge, getUseQRDecomposition, globalInfo, listOptions, minimalTipText, numParameters, outputAdditionalStatsTipText, ridgeTipText, setAttributeSelectionMethod, setEliminateColinearAttributes, setMinimal, setOptions, setOutputAdditionalStats, setRidge, setUseQRDecomposition, toString, turnChecksOff, turnChecksOn, useQRDecompositionTipText
Methods inherited from class weka.classifiers.AbstractClassifier
batchSizeTipText, debugTipText, distributionForInstance, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, postExecution, preExecution, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces
Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, wait, wait, wait
Methods inherited from interface weka.classifiers.Classifier
buildClassifier, classifyInstance, distributionForInstance
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Constructor Details
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LinearRegressionBoundary
public LinearRegressionBoundary()
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Method Details
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getBoundary
Description copied from interface:ClassifierWithBoundaries
Returns decision boundaries of the classifier- Specified by:
getBoundary
in interfaceClassifierWithBoundaries
- Returns:
- Decision boundaries
- Throws:
Exception
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getCapabilities
public weka.core.Capabilities getCapabilities()- Specified by:
getCapabilities
in interfaceweka.core.CapabilitiesHandler
- Specified by:
getCapabilities
in interfaceweka.classifiers.Classifier
- Overrides:
getCapabilities
in classweka.classifiers.functions.LinearRegression
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main
- Parameters:
args
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