Package pycaret.preprocess

Class RemoveMulticollinearity

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,​java.lang.Object>, sklearn.HasNumberOfFeatures, sklearn.HasType, sklearn2pmml.HasPMMLName<sklearn.Transformer>
    public class RemoveMulticollinearity
extends sklearn.Transformer
    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
      RemoveMulticollinearity​(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.DataType getDataType()  
      java.util.List<java.lang.String> getDrop()  
      org.dmg.pmml.OpType getOpType()  

      • Methods inherited from class sklearn.Transformer

        checkFeatures, createFieldName, createFieldName, encode, getDType, getNumberOfFeatures, getOptionalDType, 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

      • RemoveMulticollinearity

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

    • Method Detail

      • getOpType

        public org.dmg.pmml.OpType getOpType()
        Specified by:
        getOpType in interface sklearn.HasType
        Overrides:
        getOpType in class sklearn.Transformer

      • getDataType

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

      • 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

      • getDrop

        public java.util.List<java.lang.String> getDrop()