Package sklego.meta

Class EstimatorTransformer

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,​java.lang.Object>, sklearn.HasEstimator<sklearn.Estimator>, sklearn.HasNumberOfFeatures, sklearn.HasType, sklearn2pmml.HasPMMLName<sklearn.Transformer>
    public class EstimatorTransformer
extends sklearn.Transformer
implements sklearn.HasEstimator<sklearn.Estimator>
    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
      EstimatorTransformer​(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)  
      sklearn.Estimator getEstimator()  
      <E extends sklearn.Estimator>
      E      		 getEstimator​(java.lang.Class<? extends E> clazz)  
      java.lang.String getPostPredictFunc()  
      java.lang.String getPredictFunc()  
      java.lang.String getPrePredictFunc()  

      • Methods inherited from class sklearn.Transformer

        checkFeatures, createFieldName, createFieldName, encode, getDataType, getDType, getNumberOfFeatures, getOptionalDType, getOpType, refineWildcardFeature, setPMMLName, updateDataField, updateFeatures

      • Methods inherited from class sklearn.Step

        checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion

      • 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 sklearn2pmml.HasPMMLName

        getPMMLName

      • Methods inherited from interface java.util.Map

        equals, hashCode

    • Constructor Detail

      • EstimatorTransformer

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

    • Method Detail

      • encodeFeatures

        public java.util.List<org.jpmml.converter.Feature> encodeFeatures​(java.util.List<org.jpmml.converter.Feature> features,
                                                                  org.jpmml.sklearn.SkLearnEncoder encoder)
        Specified by:
        encodeFeatures in class sklearn.Transformer

      • getEstimator

        public sklearn.Estimator getEstimator()
        Specified by:
        getEstimator in interface sklearn.HasEstimator<sklearn.Estimator>

      • getEstimator

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

      • getPredictFunc

        public java.lang.String getPredictFunc()

      • getPrePredictFunc

        public java.lang.String getPrePredictFunc()

      • getPostPredictFunc

        public java.lang.String getPostPredictFunc()