site/docs/4.0.0-preview1/api/python/_sources/reference/api/pyspark.ml.regression.DecisionTreeRegressionModel.rst.txt

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DecisionTreeRegressionModel
=================================================

.. currentmodule:: pyspark.ml.regression

.. autoclass:: DecisionTreeRegressionModel

    
      
    

    
    

    .. rubric:: Methods

    .. autosummary::
    
       ~DecisionTreeRegressionModel.clear
       ~DecisionTreeRegressionModel.copy
       ~DecisionTreeRegressionModel.explainParam
       ~DecisionTreeRegressionModel.explainParams
       ~DecisionTreeRegressionModel.extractParamMap
       ~DecisionTreeRegressionModel.getCacheNodeIds
       ~DecisionTreeRegressionModel.getCheckpointInterval
       ~DecisionTreeRegressionModel.getFeaturesCol
       ~DecisionTreeRegressionModel.getImpurity
       ~DecisionTreeRegressionModel.getLabelCol
       ~DecisionTreeRegressionModel.getLeafCol
       ~DecisionTreeRegressionModel.getMaxBins
       ~DecisionTreeRegressionModel.getMaxDepth
       ~DecisionTreeRegressionModel.getMaxMemoryInMB
       ~DecisionTreeRegressionModel.getMinInfoGain
       ~DecisionTreeRegressionModel.getMinInstancesPerNode
       ~DecisionTreeRegressionModel.getMinWeightFractionPerNode
       ~DecisionTreeRegressionModel.getOrDefault
       ~DecisionTreeRegressionModel.getParam
       ~DecisionTreeRegressionModel.getPredictionCol
       ~DecisionTreeRegressionModel.getSeed
       ~DecisionTreeRegressionModel.getVarianceCol
       ~DecisionTreeRegressionModel.getWeightCol
       ~DecisionTreeRegressionModel.hasDefault
       ~DecisionTreeRegressionModel.hasParam
       ~DecisionTreeRegressionModel.isDefined
       ~DecisionTreeRegressionModel.isSet
       ~DecisionTreeRegressionModel.load
       ~DecisionTreeRegressionModel.predict
       ~DecisionTreeRegressionModel.predictLeaf
       ~DecisionTreeRegressionModel.read
       ~DecisionTreeRegressionModel.save
       ~DecisionTreeRegressionModel.set
       ~DecisionTreeRegressionModel.setFeaturesCol
       ~DecisionTreeRegressionModel.setLeafCol
       ~DecisionTreeRegressionModel.setPredictionCol
       ~DecisionTreeRegressionModel.setVarianceCol
       ~DecisionTreeRegressionModel.transform
       ~DecisionTreeRegressionModel.write

    
    

    
    

    .. rubric:: Attributes

    .. autosummary::
    
        
           ~DecisionTreeRegressionModel.cacheNodeIds
        
        
           ~DecisionTreeRegressionModel.checkpointInterval
        
        
           ~DecisionTreeRegressionModel.depth
        
        
           ~DecisionTreeRegressionModel.featureImportances
        
        
           ~DecisionTreeRegressionModel.featuresCol
        
        
           ~DecisionTreeRegressionModel.impurity
        
        
           ~DecisionTreeRegressionModel.labelCol
        
        
           ~DecisionTreeRegressionModel.leafCol
        
        
           ~DecisionTreeRegressionModel.maxBins
        
        
           ~DecisionTreeRegressionModel.maxDepth
        
        
           ~DecisionTreeRegressionModel.maxMemoryInMB
        
        
           ~DecisionTreeRegressionModel.minInfoGain
        
        
           ~DecisionTreeRegressionModel.minInstancesPerNode
        
        
           ~DecisionTreeRegressionModel.minWeightFractionPerNode
        
        
           ~DecisionTreeRegressionModel.numFeatures
        
        
           ~DecisionTreeRegressionModel.numNodes
        
        
           ~DecisionTreeRegressionModel.params
        
        
           ~DecisionTreeRegressionModel.predictionCol
        
        
           ~DecisionTreeRegressionModel.seed
        
        
           ~DecisionTreeRegressionModel.supportedImpurities
        
        
           ~DecisionTreeRegressionModel.toDebugString
        
        
           ~DecisionTreeRegressionModel.varianceCol
        
        
           ~DecisionTreeRegressionModel.weightCol
        
        

    
    

    
    

    .. rubric:: Methods Documentation

    
    .. automethod:: clear
    .. automethod:: copy
    .. automethod:: explainParam
    .. automethod:: explainParams
    .. automethod:: extractParamMap
    .. automethod:: getCacheNodeIds
    .. automethod:: getCheckpointInterval
    .. automethod:: getFeaturesCol
    .. automethod:: getImpurity
    .. automethod:: getLabelCol
    .. automethod:: getLeafCol
    .. automethod:: getMaxBins
    .. automethod:: getMaxDepth
    .. automethod:: getMaxMemoryInMB
    .. automethod:: getMinInfoGain
    .. automethod:: getMinInstancesPerNode
    .. automethod:: getMinWeightFractionPerNode
    .. automethod:: getOrDefault
    .. automethod:: getParam
    .. automethod:: getPredictionCol
    .. automethod:: getSeed
    .. automethod:: getVarianceCol
    .. automethod:: getWeightCol
    .. automethod:: hasDefault
    .. automethod:: hasParam
    .. automethod:: isDefined
    .. automethod:: isSet
    .. automethod:: load
    .. automethod:: predict
    .. automethod:: predictLeaf
    .. automethod:: read
    .. automethod:: save
    .. automethod:: set
    .. automethod:: setFeaturesCol
    .. automethod:: setLeafCol
    .. automethod:: setPredictionCol
    .. automethod:: setVarianceCol
    .. automethod:: transform
    .. automethod:: write

    
    

    
    

    .. rubric:: Attributes Documentation

    
    .. autoattribute:: cacheNodeIds
    .. autoattribute:: checkpointInterval
    .. autoattribute:: depth
    .. autoattribute:: featureImportances
    .. autoattribute:: featuresCol
    .. autoattribute:: impurity
    .. autoattribute:: labelCol
    .. autoattribute:: leafCol
    .. autoattribute:: maxBins
    .. autoattribute:: maxDepth
    .. autoattribute:: maxMemoryInMB
    .. autoattribute:: minInfoGain
    .. autoattribute:: minInstancesPerNode
    .. autoattribute:: minWeightFractionPerNode
    .. autoattribute:: numFeatures
    .. autoattribute:: numNodes
    .. autoattribute:: params
    .. autoattribute:: predictionCol
    .. autoattribute:: seed
    .. autoattribute:: supportedImpurities
    .. autoattribute:: toDebugString
    .. autoattribute:: varianceCol
    .. autoattribute:: weightCol
    .. autoattribute:: uid