Package pycaret.pipeline

Class PyCaretPipeline

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,​java.lang.Object>, org.jpmml.python.Castable, org.jpmml.sklearn.Encodable, sklearn.HasFeatureNamesIn, sklearn.HasHead, sklearn.HasNumberOfFeatures, sklearn.HasType
    public class PyCaretPipeline
extends sklearn.pipeline.SkLearnPipeline
    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 interface sklearn.HasNumberOfFeatures

        UNKNOWN

    • Constructor Summary

      Constructors 
      Constructor Description
      PyCaretPipeline​(java.lang.String module, java.lang.String name)  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      java.util.List<org.jpmml.converter.Feature> encodeFeatures​(java.util.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()  
      java.util.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, 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

      • PyCaretPipeline

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

    • Method Detail

      • getNumberOfFeatures

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

      • getTransformers

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

      • encodeFeatures

        public java.util.List<org.jpmml.converter.Feature> encodeFeatures​(java.util.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)