Package optbinning.scorecard

Class Scorecard

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,​java.lang.Object>, sklearn.HasClasses, sklearn.HasNumberOfFeatures, sklearn.HasNumberOfOutputs, sklearn.HasType, sklearn2pmml.HasPMMLOptions<sklearn.Estimator>, sklearn2pmml.HasPMMLSegmentId<sklearn.Estimator>
    public class Scorecard
extends sklearn.Estimator
implements sklearn.HasClasses
    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 class sklearn.Estimator

        FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

      • Fields inherited from interface sklearn.HasNumberOfFeatures

        UNKNOWN

      • Fields inherited from interface sklearn.HasNumberOfOutputs

        UNKNOWN

    • Constructor Summary

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

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.jpmml.converter.Label encodeLabel​(java.util.List<java.lang.String> names, org.jpmml.sklearn.SkLearnEncoder encoder)  
      org.dmg.pmml.Model encodeModel​(org.jpmml.converter.Schema schema)  
      BinningProcess getBinningProcess()  
      java.util.List<?> getClasses()  
      pandas.core.DataFrame getDFScorecard()  
      sklearn.Estimator getEstimator()  
      java.lang.Number getIntercept()  
      org.dmg.pmml.MiningFunction getMiningFunction()  
      int getNumberOfOutputs()  
      java.lang.String getScalingMethod()  
      boolean hasProbabilityDistribution()  
      boolean isSupervised()  

      • Methods inherited from class sklearn.Estimator

        addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

      • Methods inherited from class sklearn.Step

        checkSkLearnVersion, checkVersion, getFeatureNamesIn, 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

      • Scorecard

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

    • Method Detail

      • getMiningFunction

        public org.dmg.pmml.MiningFunction getMiningFunction()
        Specified by:
        getMiningFunction in class sklearn.Estimator

      • isSupervised

        public boolean isSupervised()
        Specified by:
        isSupervised in class sklearn.Estimator

      • getNumberOfOutputs

        public int getNumberOfOutputs()
        Specified by:
        getNumberOfOutputs in interface sklearn.HasNumberOfOutputs
        Overrides:
        getNumberOfOutputs in class sklearn.Estimator

      • getClasses

        public java.util.List<?> getClasses()
        Specified by:
        getClasses in interface sklearn.HasClasses

      • hasProbabilityDistribution

        public boolean hasProbabilityDistribution()
        Specified by:
        hasProbabilityDistribution in interface sklearn.HasClasses

      • encodeLabel

        public org.jpmml.converter.Label encodeLabel​(java.util.List<java.lang.String> names,
                                             org.jpmml.sklearn.SkLearnEncoder encoder)
        Specified by:
        encodeLabel in class sklearn.Estimator

      • encodeModel

        public org.dmg.pmml.Model encodeModel​(org.jpmml.converter.Schema schema)
        Specified by:
        encodeModel in class sklearn.Estimator

      • getDFScorecard

        public pandas.core.DataFrame getDFScorecard()

      • getEstimator

        public sklearn.Estimator getEstimator()

      • getIntercept

        public java.lang.Number getIntercept()

      • getScalingMethod

        public java.lang.String getScalingMethod()