Package hpsklearn

Class HyperoptEstimator

  • 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 HyperoptEstimator
extends sklearn.Composite
implements org.jpmml.sklearn.Encodable
    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
      HyperoptEstimator​(java.lang.String module, java.lang.String name)  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.dmg.pmml.PMML encodePMML()  
      sklearn.Estimator getBestLearner()  
      <E extends sklearn.Estimator>
      E      		 getBestLearner​(java.lang.Class<? extends E> clazz)  
      java.lang.Object[] getBestPreprocs()  
      sklearn.Estimator getFinalEstimator()  
      <E extends sklearn.Estimator>
      E      		 getFinalEstimator​(java.lang.Class<? extends E> clazz)  
      sklearn.Step getHead()  
      java.util.List<? extends sklearn.Transformer> getTransformers()  
      boolean hasFinalEstimator()  
      boolean hasTransformers()  

      • Methods inherited from class sklearn.Composite

        castTo, encodeFeatures, encodeModel, getDataType, getFeatureNamesIn, getNumberOfFeatures, 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

      • HyperoptEstimator

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

    • Method Detail

      • hasTransformers

        public boolean hasTransformers()
        Specified by:
        hasTransformers in class sklearn.Composite

      • hasFinalEstimator

        public boolean hasFinalEstimator()
        Specified by:
        hasFinalEstimator in class sklearn.Composite

      • getTransformers

        public java.util.List<? extends sklearn.Transformer> getTransformers()
        Specified by:
        getTransformers in class sklearn.Composite

      • getFinalEstimator

        public sklearn.Estimator getFinalEstimator()
        Specified by:
        getFinalEstimator in class sklearn.Composite

      • getFinalEstimator

        public <E extends sklearn.Estimator> E getFinalEstimator​(java.lang.Class<? extends E> clazz)
        Specified by:
        getFinalEstimator in class sklearn.Composite

      • getHead

        public sklearn.Step getHead()
        Specified by:
        getHead in interface sklearn.HasHead

      • encodePMML

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

      • getBestLearner

        public sklearn.Estimator getBestLearner()

      • getBestLearner

        public <E extends sklearn.Estimator> E getBestLearner​(java.lang.Class<? extends E> clazz)

      • getBestPreprocs

        public java.lang.Object[] getBestPreprocs()