Package xgboost.sklearn

Class XGBClassifier

  • All Implemented Interfaces:
    Serializable, Cloneable, Map<String,​Object>, org.jpmml.converter.HasNativeConfiguration, org.jpmml.converter.HasOptions, org.jpmml.sklearn.Encodable, org.jpmml.xgboost.HasXGBoostOptions, sklearn.HasClasses, sklearn.HasNumberOfFeatures, sklearn.HasNumberOfOutputs, sklearn.HasType, sklearn2pmml.HasPMMLOptions<sklearn.Estimator>, sklearn2pmml.HasPMMLSegmentId<sklearn.Estimator>, HasBooster
    public class XGBClassifier
extends sklearn.LabelEncoderClassifier
implements HasBooster, org.jpmml.xgboost.HasXGBoostOptions, org.jpmml.sklearn.Encodable
    See Also:
    Serialized Form

    • 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

      • Fields inherited from interface org.jpmml.xgboost.HasXGBoostOptions

        OPTION_BYTE_ORDER, OPTION_CHARSET, OPTION_COMPACT, OPTION_INPUT_FLOAT, OPTION_MISSING, OPTION_NTREE_LIMIT, OPTION_NUMERIC, OPTION_PRUNE

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void checkLabel​(org.jpmml.converter.Label label)  
      org.dmg.pmml.mining.MiningModel configureModel​(org.dmg.pmml.Model model)  
      org.jpmml.converter.Schema configureSchema​(org.jpmml.converter.Schema schema)  
      org.dmg.pmml.mining.MiningModel encodeModel​(org.jpmml.converter.Schema schema)  
      org.dmg.pmml.PMML encodePMML()  
      Booster getBooster()  
      List<?> getClasses()  
      org.dmg.pmml.DataType getDataType()  
      int getNumberOfClasses()  
      int getNumberOfFeatures()  

      • Methods inherited from class sklearn.LabelEncoderClassifier

        getLabelEncoder

      • Methods inherited from class sklearn.Classifier

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

      • Methods inherited from class sklearn.Estimator

        addFeatureImportances, checkFeatures, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getClassifierTags, getFeatureImportances, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, getRegressorTags, getTargetTags, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

      • Methods inherited from class sklearn.Step

        checkSkLearnVersion, checkVersion, getFeatureNamesIn, getInputTags, getPMMLName, getSkLearnTags, 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 interface org.jpmml.xgboost.HasXGBoostOptions

        getNativeConfiguration

    • Constructor Detail

      • XGBClassifier

        public XGBClassifier​(String module,
                     String name)

    • Method Detail

      • getNumberOfFeatures

        public int getNumberOfFeatures()
        Specified by:
        getNumberOfFeatures in interface sklearn.HasNumberOfFeatures
        Overrides:
        getNumberOfFeatures in class sklearn.Estimator

      • getDataType

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

      • getClasses

        public List<?> getClasses()
        Specified by:
        getClasses in interface sklearn.HasClasses
        Overrides:
        getClasses in class sklearn.LabelEncoderClassifier

      • checkLabel

        public void checkLabel​(org.jpmml.converter.Label label)
        Overrides:
        checkLabel in class sklearn.Estimator

      • encodeModel

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

      • configureSchema

        public org.jpmml.converter.Schema configureSchema​(org.jpmml.converter.Schema schema)
        Overrides:
        configureSchema in class sklearn.Estimator

      • configureModel

        public org.dmg.pmml.mining.MiningModel configureModel​(org.dmg.pmml.Model model)
        Overrides:
        configureModel in class sklearn.Estimator

      • encodePMML

        public org.dmg.pmml.PMML encodePMML()
        Specified by:
        encodePMML in interface org.jpmml.sklearn.Encodable

      • getNumberOfClasses

        public int getNumberOfClasses()