Package org.jpmml.lightgbm

Class GBDT

  • public class GBDT
extends java.lang.Object

    • Constructor Summary

      Constructors 
      Constructor Description
      GBDT()  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.dmg.pmml.mining.MiningModel configureModel​(java.util.Map<java.lang.String,​?> options, org.dmg.pmml.mining.MiningModel miningModel)  
      org.jpmml.converter.Schema configureSchema​(java.util.Map<java.lang.String,​?> options, org.jpmml.converter.Schema schema)  
      org.dmg.pmml.mining.MiningModel encodeModel​(java.lang.Integer numIterations, org.jpmml.converter.Schema schema)  
      org.dmg.pmml.mining.MiningModel encodeModel​(java.util.Map<java.lang.String,​?> options, org.jpmml.converter.Schema schema)  
      org.dmg.pmml.PMML encodePMML​(java.util.Map<java.lang.String,​?> options, java.lang.String targetName, java.util.List<java.lang.String> targetCategories)  
      org.jpmml.converter.Schema encodeSchema​(java.lang.String targetName, java.util.List<java.lang.String> targetCategories, org.jpmml.converter.ModelEncoder encoder)  
      java.lang.String[] getFeatureInfos()  
      java.lang.String[] getFeatureNames()  
      ObjectiveFunction getObjectiveFunction()  
      void load​(java.util.List<Section> sections)  
      void setObjectiveFunction​(ObjectiveFunction object_function_)  
      org.jpmml.converter.Schema toLightGBMSchema​(org.jpmml.converter.Schema schema)  

      • Methods inherited from class java.lang.Object

        equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Constructor Detail

      • GBDT

        public GBDT()

    • Method Detail

      • load

        public void load​(java.util.List<Section> sections)

      • encodeSchema

        public org.jpmml.converter.Schema encodeSchema​(java.lang.String targetName,
                                               java.util.List<java.lang.String> targetCategories,
                                               org.jpmml.converter.ModelEncoder encoder)

      • toLightGBMSchema

        public org.jpmml.converter.Schema toLightGBMSchema​(org.jpmml.converter.Schema schema)

      • encodePMML

        public org.dmg.pmml.PMML encodePMML​(java.util.Map<java.lang.String,​?> options,
                                    java.lang.String targetName,
                                    java.util.List<java.lang.String> targetCategories)

      • encodeModel

        public org.dmg.pmml.mining.MiningModel encodeModel​(java.util.Map<java.lang.String,​?> options,
                                                   org.jpmml.converter.Schema schema)

      • encodeModel

        public org.dmg.pmml.mining.MiningModel encodeModel​(java.lang.Integer numIterations,
                                                   org.jpmml.converter.Schema schema)

      • configureSchema

        public org.jpmml.converter.Schema configureSchema​(java.util.Map<java.lang.String,​?> options,
                                                  org.jpmml.converter.Schema schema)

      • configureModel

        public org.dmg.pmml.mining.MiningModel configureModel​(java.util.Map<java.lang.String,​?> options,
                                                      org.dmg.pmml.mining.MiningModel miningModel)

      • getFeatureNames

        public java.lang.String[] getFeatureNames()

      • getFeatureInfos

        public java.lang.String[] getFeatureInfos()

      • setObjectiveFunction

        public void setObjectiveFunction​(ObjectiveFunction object_function_)