Package pycaret.pipeline

Class PyCaretPipeline

  • All Implemented Interfaces:
    Serializable, Cloneable, Map<String,​Object>, org.jpmml.python.Castable, org.jpmml.sklearn.Encodable, sklearn.HasFeatureNamesIn, sklearn.HasHead, sklearn.HasNumberOfFeatures, sklearn.HasSteps, sklearn.HasType
    public class PyCaretPipeline
extends sklearn.pipeline.SkLearnPipeline
    See Also:
    Serialized Form

    • Field Summary

      • Fields inherited from interface sklearn.HasNumberOfFeatures

        UNKNOWN

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      List<org.jpmml.converter.Feature> encodeFeatures​(List<org.jpmml.converter.Feature> features, org.jpmml.sklearn.SkLearnEncoder encoder)  
      org.dmg.pmml.Model encodeModel​(org.jpmml.converter.Schema schema)  
      org.dmg.pmml.PMML encodePMML()  
      int getNumberOfFeatures()  
      List<? extends TransformerWrapper> getTransformers()  
      org.jpmml.converter.Label refreshLabel​(org.jpmml.converter.Label label, org.jpmml.sklearn.SkLearnEncoder encoder)  

      • Methods inherited from class sklearn.pipeline.SkLearnPipeline

        getFinalEstimator, getFinalEstimator, getHead, getSteps, hasFinalEstimator, hasTransformers

      • Methods inherited from class sklearn.Composite

        castTo, getDataType, getFeatureNamesIn, getOpType, toClassifier, toClusterer, toEstimator, toRegressor, toTransformer

      • Methods inherited from class sklearn.Step

        checkSkLearnVersion, checkVersion, 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__

    • Constructor Detail

      • PyCaretPipeline

        public PyCaretPipeline​(String module,
                       String name)

    • Method Detail

      • getNumberOfFeatures

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

      • getTransformers

        public List<? extends TransformerWrapper> getTransformers()
        Overrides:
        getTransformers in class sklearn.pipeline.SkLearnPipeline

      • encodeFeatures

        public List<org.jpmml.converter.Feature> encodeFeatures​(List<org.jpmml.converter.Feature> features,
                                                        org.jpmml.sklearn.SkLearnEncoder encoder)
        Overrides:
        encodeFeatures in class sklearn.Composite

      • encodeModel

        public org.dmg.pmml.Model encodeModel​(org.jpmml.converter.Schema schema)
        Overrides:
        encodeModel in class sklearn.Composite

      • encodePMML

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

      • refreshLabel

        public org.jpmml.converter.Label refreshLabel​(org.jpmml.converter.Label label,
                                              org.jpmml.sklearn.SkLearnEncoder encoder)