Package sktree.tree

Class ObliqueDecisionTreeClassifier

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,​java.lang.Object>, sklearn.HasClasses, sklearn.HasNumberOfFeatures, sklearn.HasNumberOfOutputs, sklearn.HasType, sklearn.tree.HasTree, sklearn2pmml.HasPMMLOptions<sklearn.Estimator>, sklearn2pmml.HasPMMLSegmentId<sklearn.Estimator>
    public class ObliqueDecisionTreeClassifier
extends sklearn.Classifier
implements sklearn.tree.HasTree
    See Also:
    Serialized Form

    • Nested Class Summary

      • Nested classes/interfaces inherited from class java.util.AbstractMap

        java.util.AbstractMap.SimpleEntry<K extends java.lang.Object,​V extends java.lang.Object>, java.util.AbstractMap.SimpleImmutableEntry<K extends java.lang.Object,​V extends java.lang.Object>

      • Nested classes/interfaces inherited from interface java.util.Map

        java.util.Map.Entry<K extends java.lang.Object,​V extends java.lang.Object>

    • Field Summary

      • Fields inherited from class sklearn.Classifier

        FIELD_PROBABILITY

      • Fields inherited from class sklearn.Estimator

        FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

      • Fields inherited from interface sklearn.HasNumberOfFeatures

        UNKNOWN

      • Fields inherited from interface sklearn.HasNumberOfOutputs

        UNKNOWN

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.dmg.pmml.tree.TreeModel encodeModel​(org.jpmml.converter.PredicateManager predicateManager, org.jpmml.converter.ScoreDistributionManager scoreDistributionManager, ProjectionManager projectionManager, org.jpmml.converter.Schema schema)  
      org.dmg.pmml.tree.TreeModel encodeModel​(org.jpmml.converter.Schema schema)  
      org.dmg.pmml.DataType getDataType()  
      ObliqueTree getTree()  
      boolean hasMissingValueSupport()  

      • Methods inherited from class sklearn.Classifier

        canonicalizeValue, canonicalizeValues, encodeLabel, encodePredictProbaOutput, getClasses, getMiningFunction, getNumberOfOutputs, hasProbabilityDistribution, isSupervised

      • Methods inherited from class sklearn.Estimator

        addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

      • Methods inherited from class sklearn.Step

        checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion, setPMMLName

      • Methods inherited from class org.jpmml.python.PythonObject

        containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update

      • Methods inherited from class net.razorvine.pickle.objects.ClassDict

        __setstate__

      • Methods inherited from class java.util.HashMap

        clear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, values

      • Methods inherited from class java.util.AbstractMap

        equals, hashCode, toString

      • Methods inherited from class java.lang.Object

        getClass, notify, notifyAll, wait, wait, wait

      • Methods inherited from interface java.util.Map

        equals, hashCode

    • Constructor Detail

      • ObliqueDecisionTreeClassifier

        public ObliqueDecisionTreeClassifier​(java.lang.String module,
                                     java.lang.String name)

    • Method Detail

      • getDataType

        public org.dmg.pmml.DataType getDataType()
        Specified by:
        getDataType in interface sklearn.HasType
        Overrides:
        getDataType in class sklearn.Estimator

      • encodeModel

        public org.dmg.pmml.tree.TreeModel encodeModel​(org.jpmml.converter.Schema schema)
        Specified by:
        encodeModel in class sklearn.Estimator

      • encodeModel

        public org.dmg.pmml.tree.TreeModel encodeModel​(org.jpmml.converter.PredicateManager predicateManager,
                                               org.jpmml.converter.ScoreDistributionManager scoreDistributionManager,
                                               ProjectionManager projectionManager,
                                               org.jpmml.converter.Schema schema)

      • getTree

        public ObliqueTree getTree()
        Specified by:
        getTree in interface sklearn.tree.HasTree

      • hasMissingValueSupport

        public boolean hasMissingValueSupport()
        Specified by:
        hasMissingValueSupport in interface sklearn.tree.HasTree