Hierarchy For All Packages

Package Hierarchies:

• hex.api.xgboost,
• hex.ensemble,
• hex.schemas,
• hex.tree.xgboost,
• hex.tree.xgboost.matrix,
• hex.tree.xgboost.predict,
• hex.tree.xgboost.rabit,
• hex.tree.xgboost.rabit.communication,
• hex.tree.xgboost.rabit.util,
• hex.tree.xgboost.util,
• ml.dmlc.xgboost4j.java

Class Hierarchy

• java.lang.Object
  • water.AbstractH2OExtension
    • hex.tree.xgboost.XGBoostExtension
  • hex.genmodel.AbstractMojoWriter
    • hex.ModelMojoWriter<M,P,O> (implements water.api.StreamWriter)
      • hex.tree.xgboost.XGBoostMojoWriter
  • water.api.AbstractRegister (implements water.api.RestApiExtension)
    • water.api.AlgoAbstractRegister
      • hex.api.xgboost.RegisterRestApi
  • hex.tree.xgboost.rabit.util.AssignedRank
  • hex.tree.xgboost.util.BoosterDump
  • hex.tree.xgboost.util.BoosterHelper
  • hex.tree.xgboost.matrix.DenseMatrixFactory
  • hex.tree.xgboost.util.FeatureScore
  • jsr166y.ForkJoinTask<V> (implements java.util.concurrent.Future<V>, java.io.Serializable)
    • jsr166y.CountedCompleter
      • water.H2O.H2OCountedCompleter<T> (implements java.lang.Cloneable, water.Freezable<T>)
        • water.DTask<T>
          • water.MRTask<T> (implements jsr166y.ForkJoinPool.ManagedBlocker)
            • hex.tree.xgboost.predict.AssignLeafNodeTask
            • hex.tree.xgboost.predict.PredictTreeSHAPTask
            • ml.dmlc.xgboost4j.java.XGBoostCleanupTask
            • hex.tree.xgboost.XGBoostExtensionCheck
            • ml.dmlc.xgboost4j.java.XGBoostScoreTask
            • ml.dmlc.xgboost4j.java.XGBoostSetupTask
            • ml.dmlc.xgboost4j.java.XGBoostUpdateTask
  • water.Iced<D> (implements java.io.Externalizable, water.Freezable<T>)
    • hex.tree.xgboost.BoosterParms
    • water.Keyed<T>
      • water.Lockable<T>
        • hex.Model<M,P,O> (implements water.api.StreamWriter)
          • hex.tree.xgboost.XGBoostModel (implements hex.Model.Contributions, hex.Model.LeafNodeAssignment, hex.genmodel.algos.tree.SharedTreeGraphConverter)
    • hex.Model.Output
      • hex.tree.xgboost.XGBoostOutput (implements hex.Model.GetNTrees, hex.tree.PlattScalingHelper.OutputWithCalibration)
    • hex.Model.Parameters
      • hex.tree.xgboost.XGBoostModel.XGBoostParameters (implements hex.Model.GetNTrees, hex.tree.PlattScalingHelper.ParamsWithCalibration)
    • hex.ModelBuilder<M,P,O>
      • hex.tree.xgboost.XGBoost (implements hex.tree.PlattScalingHelper.ModelBuilderWithCalibration<M,P,O>)
    • water.api.Schema<I,S>
      • water.api.schemas3.SchemaV3<I,S>
        • water.api.schemas3.ModelOutputSchemaV3<O,S>
          • hex.schemas.XGBoostModelV3.XGBoostModelOutputV3
        • water.api.schemas3.ModelParametersSchemaV3<P,S>
          • hex.schemas.XGBoostV3.XGBoostParametersV3
        • water.api.schemas3.ModelSchemaBaseV3<M,S>
          • water.api.schemas3.ModelSchemaV3<M,S,P,PS,O,OS>
            • hex.schemas.XGBoostModelV3
        • water.api.schemas3.RequestSchemaV3<I,S>
          • hex.schemas.ModelBuilderSchema<B,S,P> (implements water.api.SpecifiesHttpResponseCode)
            • hex.schemas.XGBoostV3
    • hex.VarImp
      • hex.tree.xgboost.XgbVarImp
    • ml.dmlc.xgboost4j.java.XGBoostModelInfo
  • hex.tree.xgboost.rabit.util.LinkMap
  • hex.tree.xgboost.matrix.MatrixFactoryUtils
  • hex.tree.xgboost.predict.MutableOneHotEncoderFVec (implements biz.k11i.xgboost.util.FVec)
  • hex.tree.xgboost.util.NativeLibrary
  • hex.tree.xgboost.util.NativeLibraryLoaderChain (implements ml.dmlc.xgboost4j.java.INativeLibLoader)
  • hex.tree.xgboost.util.PredictConfiguration
  • ml.dmlc.xgboost4j.java.PredictorFactory
  • hex.tree.xgboost.rabit.RabitTrackerH2O (implements ml.dmlc.xgboost4j.java.IRabitTracker)
  • hex.tree.xgboost.rabit.RabitWorker (implements java.lang.Comparable<T>)
  • hex.tree.xgboost.matrix.SparseMatrix
  • hex.tree.xgboost.matrix.SparseMatrixDimensions
  • hex.tree.xgboost.matrix.SparseMatrixFactory
  • java.lang.Thread (implements java.lang.Runnable)
    • ml.dmlc.xgboost4j.java.XGBoostUpdater
  • hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer
  • hex.tree.xgboost.predict.XGBoostJavaBigScoreChunkPredict (implements hex.Model.BigScoreChunkPredict, hex.tree.xgboost.predict.XGBoostPredict)
  • hex.tree.xgboost.predict.XGBoostJavaBigScorePredict (implements hex.tree.xgboost.predict.XGBoostBigScorePredict)
  • hex.ensemble.XGBoostMetalearnerProvider (implements hex.ensemble.MetalearnerProvider<M>)
  • hex.tree.xgboost.predict.XGBoostModelMetrics
  • hex.tree.xgboost.predict.XGBoostNativeBigScoreChunkPredict (implements hex.Model.BigScoreChunkPredict, hex.tree.xgboost.predict.XGBoostPredictContrib)
  • hex.tree.xgboost.predict.XGBoostNativeBigScorePredict (implements hex.tree.xgboost.predict.XGBoostBigScorePredict)
  • hex.tree.xgboost.XGBoostPojoWriter
  • ml.dmlc.xgboost4j.java.XGBoostRegTree (implements biz.k11i.xgboost.tree.RegTree)
  • ml.dmlc.xgboost4j.java.XGBoostSetupTask.FrameNodes
  • hex.tree.xgboost.XGBoostUtils

Interface Hierarchy

• java.lang.AutoCloseable
  • hex.Model.BigScoreChunkPredict
    • hex.tree.xgboost.predict.XGBoostPredict
      • hex.tree.xgboost.predict.XGBoostPredictContrib
• hex.tree.xgboost.util.BoosterHelper.BoosterOp<X>
• hex.Model.BigScorePredict
  • hex.tree.xgboost.predict.XGBoostBigScorePredict

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.TreeMethod
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.GrowPolicy
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.Booster
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartSampleType
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartNormalizeType
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.DMatrixType
    • hex.tree.xgboost.XGBoostModel.XGBoostParameters.Backend
    • hex.tree.xgboost.predict.XGBoostPredict.OutputType
    • hex.tree.xgboost.util.NativeLibrary.CompilationFlags
    • hex.tree.xgboost.util.Platform