A B C D E F G H I J L M N O P Q R S T U V W X _

A

algoName() - Method in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

allocateCSRMatrix(XGBoostUtils.SparseMatrixDimensions) - Static method in class hex.tree.xgboost.XGBoostUtils

Creates a XGBoostUtils.SparseMatrix object with pre-instantiated backing arrays for row-oriented compression schema (CSR).

assembleFeatureNames(DataInfo) - Static method in class hex.tree.xgboost.XGBoostUtils

AssignedRank - Class in hex.tree.xgboost.rabit.util

Java implementation of ml.dmlc.xgboost4j.scala.rabit.util.AssignedRank

AssignedRank(int, List<Integer>, Pair<Integer, Integer>, int) - Constructor for class hex.tree.xgboost.rabit.util.AssignedRank

assignRank(int, Map<Integer, RabitWorker>, LinkMap) - Method in class hex.tree.xgboost.rabit.RabitWorker

B

backend - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

booster - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

BoosterParms - Class in hex.tree.xgboost

Iced Wrapper around Booster parameter map.

BoosterParms() - Constructor for class hex.tree.xgboost.BoosterParms

buffer() - Method in class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

builderVisibility() - Method in class hex.tree.xgboost.XGBoost

C

calculateCSRMatrixDimensions(Chunk[], DataInfo, int) - Static method in class hex.tree.xgboost.XGBoostUtils

calculateCSRMatrixDimensions(Frame, int[], Vec.Reader[], Vec.Reader, DataInfo) - Static method in class hex.tree.xgboost.XGBoostUtils

can_build() - Method in class hex.tree.xgboost.XGBoost

cleanUp(XGBoostSetupTask) - Static method in class ml.dmlc.xgboost4j.java.XGBoostCleanupTask

cmd - Variable in class hex.tree.xgboost.rabit.RabitWorker

col_sample_rate - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

col_sample_rate_per_tree - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

colsample_bylevel - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

colsample_bytree - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

compareTo(RabitWorker) - Method in class hex.tree.xgboost.rabit.RabitWorker

convert(int, String) - Method in class hex.tree.xgboost.XGBoostModel

convertChunksToDMatrix(DataInfo, Chunk[], int, int, int, boolean) - Static method in class hex.tree.xgboost.XGBoostUtils

convert a set of H2O chunks (representing a part of a vector) to a sparse DMatrix

convertFrameToDMatrix(DataInfo, Frame, boolean, String, String, String, boolean) - Static method in class hex.tree.xgboost.XGBoostUtils

convert an H2O Frame to a sparse DMatrix

createImpl() - Method in class hex.schemas.XGBoostModelV3

createOutputSchema() - Method in class hex.schemas.XGBoostModelV3

createParametersSchema() - Method in class hex.schemas.XGBoostModelV3

createParams(XGBoostModel.XGBoostParameters, int, String[]) - Static method in class hex.tree.xgboost.XGBoostModel

csr(Chunk[], int, int, Frame, int[], Vec.Reader[], Vec.Reader, Vec.Reader, int, DataInfo, float[], float[]) - Static method in class hex.tree.xgboost.XGBoostUtils

cv_computeAndSetOptimalParameters(ModelBuilder<XGBoostModel, XGBoostModel.XGBoostParameters, XGBoostOutput>[]) - Method in class hex.tree.xgboost.XGBoost

D

dataInfo() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

deserializeBooster() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

dmatrix_type - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

E

eta - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

execute() - Method in class ml.dmlc.xgboost4j.java.XGBoostCleanupTask

execute() - Method in class ml.dmlc.xgboost4j.java.XGBoostSetupTask

execute() - Method in class ml.dmlc.xgboost4j.java.XGBoostUpdateTask

F

fields - Static variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

findFrameNodes(Frame) - Static method in class ml.dmlc.xgboost4j.java.XGBoostSetupTask

Finds what nodes actually do carry some of data of a given Frame

fromMap(Map<String, Object>) - Static method in class hex.tree.xgboost.BoosterParms

fullName() - Method in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

G

gamma - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

get() - Method in class hex.tree.xgboost.BoosterParms

get4() - Method in class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

getBoosterBytes() - Method in class ml.dmlc.xgboost4j.java.XGBoostUpdateTask

getDataInfoKey() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

getExtensionName() - Method in class hex.tree.xgboost.XGBoostExtension

getFeatureMap() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

getLeafIndex(FVec, int) - Method in class ml.dmlc.xgboost4j.java.XGBoostRegTree

Retrieves nodes from root to leaf and returns leaf index.

getLeafValue(FVec, int) - Method in class ml.dmlc.xgboost4j.java.XGBoostRegTree

Retrieves nodes from root to leaf and returns leaf value.

getMojo() - Method in class hex.tree.xgboost.XGBoostModel

getName() - Method in class hex.api.xgboost.RegisterRestApi

getNodes() - Method in class ml.dmlc.xgboost4j.java.XGBoostRegTree

getNumNodes() - Method in class ml.dmlc.xgboost4j.java.XGBoostSetupTask.FrameNodes

getRawArray(Booster) - Static method in class hex.tree.xgboost.XGBoost

getRequiredCoreExtensions() - Method in class hex.api.xgboost.RegisterRestApi

getStr() - Method in class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

getWorkerEnvs() - Method in class hex.tree.xgboost.rabit.RabitTrackerH2O

gpu_id - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

grow_policy - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

H

hashCode() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

haveMojo() - Method in class hex.tree.xgboost.XGBoost

hex.api.xgboost - package hex.api.xgboost

hex.schemas - package hex.schemas

hex.tree.xgboost - package hex.tree.xgboost

hex.tree.xgboost.rabit - package hex.tree.xgboost.rabit

hex.tree.xgboost.rabit.communication - package hex.tree.xgboost.rabit.communication

hex.tree.xgboost.rabit.util - package hex.tree.xgboost.rabit.util

I

init(boolean) - Method in class hex.tree.xgboost.XGBoost

Initialize the ModelBuilder, validating all arguments and preparing the training frame.

initalizeFromChunkIds(Frame, int[], Vec.Reader[], Vec.Reader, DataInfo, int, long[][], float[][], int[][], Vec.Reader, float[], float[]) - Static method in class hex.tree.xgboost.XGBoostUtils

isEnabled() - Method in class hex.tree.xgboost.XGBoostExtension

isSupervised() - Method in class hex.tree.xgboost.XGBoost

J

javaName() - Method in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

L

learn_rate - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

LinkMap - Class in hex.tree.xgboost.rabit.util

Java implementation of ml.dmlc.xgboost4j.scala.rabit.util.LinkMap Naming left for consistency.

LinkMap(int) - Constructor for class hex.tree.xgboost.rabit.util.LinkMap

logNativeLibInfo() - Method in class hex.tree.xgboost.XGBoostExtension

M

MAGIC - Static variable in class hex.tree.xgboost.rabit.RabitTrackerH2O

makeFeatureMap(Frame, DataInfo) - Static method in class hex.tree.xgboost.XGBoostUtils

makeMetricBuilder(String[]) - Method in class hex.tree.xgboost.XGBoostModel

makePredictor(byte[]) - Static method in class ml.dmlc.xgboost4j.java.PredictorFactory

makePredictor(byte[], boolean) - Static method in class ml.dmlc.xgboost4j.java.PredictorFactory

map(Chunk[], NewChunk[]) - Method in class ml.dmlc.xgboost4j.java.XGBoostScoreTask

max_abs_leafnode_pred - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

max_bins - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

max_delta_step - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

max_depth - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

max_leaves - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

min_child_weight - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

min_data_in_leaf - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

min_rows - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

min_split_improvement - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

min_sum_hessian_in_leaf - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

ml.dmlc.xgboost4j.java - package ml.dmlc.xgboost4j.java

mm - Variable in class ml.dmlc.xgboost4j.java.XGBoostScoreTask.XGBoostScoreTaskResult

model_info() - Method in class hex.tree.xgboost.XGBoostModel

mojoVersion() - Method in class hex.tree.xgboost.XGBoostMojoWriter

monotone_constraints - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

N

n_estimators - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

NAME - Static variable in class hex.tree.xgboost.XGBoostExtension

needsPostProcess() - Method in class hex.tree.xgboost.XGBoostModel

nModelsInParallel(int) - Method in class hex.tree.xgboost.XGBoost

normalize_type - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

nthread - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

ntrees - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

O

one_drop - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

P

parentMap - Variable in class hex.tree.xgboost.rabit.util.LinkMap

PredictorFactory - Class in ml.dmlc.xgboost4j.java

PredictorFactory() - Constructor for class ml.dmlc.xgboost4j.java.PredictorFactory

preds - Variable in class ml.dmlc.xgboost4j.java.XGBoostScoreTask.XGBoostScoreTaskResult

progressUnits() - Method in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

put4(int) - Method in class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

putStr(String) - Method in class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

Q

quiet_mode - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

R

RabitTrackerH2O - Class in hex.tree.xgboost.rabit

RabitTrackerH2O(int) - Constructor for class hex.tree.xgboost.rabit.RabitTrackerH2O

RabitWorker - Class in hex.tree.xgboost.rabit

rate_drop - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

readAll_impl(AutoBuffer, Futures) - Method in class hex.tree.xgboost.XGBoostModel

receiver() - Method in class hex.tree.xgboost.rabit.RabitWorker

reduce(XGBoostExtensionCheck) - Method in class hex.tree.xgboost.XGBoostExtensionCheck

reduce(XGBoostScoreTask) - Method in class ml.dmlc.xgboost4j.java.XGBoostScoreTask

reg_alpha - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

reg_lambda - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

registerEndPoints(RestApiContext) - Method in class hex.api.xgboost.RegisterRestApi

RegisterRestApi - Class in hex.api.xgboost

RegisterRestApi() - Constructor for class hex.api.xgboost.RegisterRestApi

remove_impl(Futures) - Method in class hex.tree.xgboost.XGBoostModel

ringMap - Variable in class hex.tree.xgboost.rabit.util.LinkMap

run() - Method in class ml.dmlc.xgboost4j.java.XGBoostUpdater

runScoreTask(XGBoostModelInfo, XGBoostOutput, XGBoostModel.XGBoostParameters, Key<Frame>, Frame, Frame, boolean, boolean, Model) - Static method in class ml.dmlc.xgboost4j.java.XGBoostScoreTask

S

sample_rate - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

sample_type - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

score0(double[], double[]) - Method in class hex.tree.xgboost.XGBoostModel

score0(double[], double[], double) - Method in class hex.tree.xgboost.XGBoostModel

score_tree_interval - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

scoreChunk(XGBoostModelInfo, DataInfo, XGBoostModel.XGBoostParameters, BoosterParms, XGBoostOutput, Frame, Chunk[]) - Static method in class ml.dmlc.xgboost4j.java.XGBoostScoreTask

scoreChunkContribApprox(XGBoostModelInfo, DataInfo, XGBoostModel.XGBoostParameters, BoosterParms, XGBoostOutput, Frame, Chunk[]) - Static method in class ml.dmlc.xgboost4j.java.XGBoostScoreTask

scoreContributions(Frame, Key<Frame>) - Method in class hex.tree.xgboost.XGBoostModel

scoreContributions(Frame, Key<Frame>, boolean) - Method in class hex.tree.xgboost.XGBoostModel

scoreKeepers() - Method in class hex.tree.xgboost.XGBoostOutput

scoringInfo(boolean) - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

seed - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

setBoosterBytes(byte[]) - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

setFeatureMap(String) - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

setupBigScorePredict(Model<XGBoostModel, XGBoostModel.XGBoostParameters, XGBoostOutput>.BigScore) - Method in class hex.tree.xgboost.XGBoostModel

setupLocal() - Method in class hex.tree.xgboost.XGBoostExtensionCheck

size() - Method in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

skip_drop - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

SPARSE_MATRIX_DIM - Static variable in class hex.tree.xgboost.XGBoostUtils

SparseMatrix(float[][], long[][], int[][]) - Constructor for class hex.tree.xgboost.XGBoostUtils.SparseMatrix

Constructs a XGBoostUtils.SparseMatrix instance

SparseMatrixDimensions(long, long) - Constructor for class hex.tree.xgboost.XGBoostUtils.SparseMatrixDimensions

Constructs an instance of XGBoostUtils.SparseMatrixDimensions

start(long) - Method in class hex.tree.xgboost.rabit.RabitTrackerH2O

stop() - Method in class hex.tree.xgboost.rabit.RabitTrackerH2O

subsample - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

T

toByteBuffer(int) - Method in class hex.tree.xgboost.rabit.util.AssignedRank

toTwoDimTable() - Method in class hex.tree.xgboost.BoosterParms

trainModelImpl() - Method in class hex.tree.xgboost.XGBoost

Start the XGBoost training Job on an F/J thread.

tree_method - Variable in class hex.schemas.XGBoostV3.XGBoostParametersV3

treeMap - Variable in class hex.tree.xgboost.rabit.util.LinkMap

U

uncaughtException(Thread, Throwable) - Method in class hex.tree.xgboost.rabit.RabitTrackerH2O

V

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.Backend

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.Booster

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartNormalizeType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartSampleType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DMatrixType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.GrowPolicy

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.MissingValuesHandling

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.TreeMethod

Returns the enum constant of this type with the specified name.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.Backend

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.Booster

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartNormalizeType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DartSampleType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.DMatrixType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.GrowPolicy

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.MissingValuesHandling

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum hex.tree.xgboost.XGBoostModel.XGBoostParameters.TreeMethod

Returns an array containing the constants of this enum type, in the order they are declared.

W

waitFor(long) - Method in class hex.tree.xgboost.rabit.RabitTrackerH2O

writeAll_impl(AutoBuffer) - Method in class hex.tree.xgboost.XGBoostModel

writeModelData() - Method in class hex.tree.xgboost.XGBoostMojoWriter

X

XGBoost - Class in hex.tree.xgboost

Gradient Boosted Trees Based on "Elements of Statistical Learning, Second Edition, page 387"

XGBoost(XGBoostModel.XGBoostParameters) - Constructor for class hex.tree.xgboost.XGBoost

XGBoost(XGBoostModel.XGBoostParameters, Key<XGBoostModel>) - Constructor for class hex.tree.xgboost.XGBoost

XGBoost(boolean) - Constructor for class hex.tree.xgboost.XGBoost

XGBoostAutoBuffer - Class in hex.tree.xgboost.rabit.communication

XGBoostAutoBuffer(SocketChannel) - Constructor for class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

XGBoostAutoBuffer() - Constructor for class hex.tree.xgboost.rabit.communication.XGBoostAutoBuffer

XGBoostCleanupTask - Class in ml.dmlc.xgboost4j.java

Cleans up after XGBoost training

XGBoostExtension - Class in hex.tree.xgboost

XGBoost Extension This is responsible for early initialization of XGBoost per cluster node.

XGBoostExtension() - Constructor for class hex.tree.xgboost.XGBoostExtension

XGBoostExtensionCheck - Class in hex.tree.xgboost

XGBoostExtensionCheck() - Constructor for class hex.tree.xgboost.XGBoostExtensionCheck

XGBoostModel - Class in hex.tree.xgboost

XGBoostModel(Key<XGBoostModel>, XGBoostModel.XGBoostParameters, XGBoostOutput, Frame, Frame) - Constructor for class hex.tree.xgboost.XGBoostModel

XGBoostModel.XGBoostParameters - Class in hex.tree.xgboost

XGBoostModel.XGBoostParameters.Backend - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.Booster - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.DartNormalizeType - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.DartSampleType - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.DMatrixType - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.GrowPolicy - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.MissingValuesHandling - Enum in hex.tree.xgboost

XGBoostModel.XGBoostParameters.TreeMethod - Enum in hex.tree.xgboost

XGBoostModelInfo - Class in ml.dmlc.xgboost4j.java

This class contains the state of the Deep Learning model This will be shared: one per node

XGBoostModelInfo(XGBoostModel.XGBoostParameters, DataInfo) - Constructor for class ml.dmlc.xgboost4j.java.XGBoostModelInfo

Main constructor

XGBoostModelOutputV3() - Constructor for class hex.schemas.XGBoostModelV3.XGBoostModelOutputV3

XGBoostModelV3 - Class in hex.schemas

XGBoostModelV3() - Constructor for class hex.schemas.XGBoostModelV3

XGBoostModelV3.XGBoostModelOutputV3 - Class in hex.schemas

XGBoostMojoWriter - Class in hex.tree.xgboost

MOJO support for GBM model.

XGBoostMojoWriter() - Constructor for class hex.tree.xgboost.XGBoostMojoWriter

XGBoostMojoWriter(XGBoostModel) - Constructor for class hex.tree.xgboost.XGBoostMojoWriter

XGBoostOutput - Class in hex.tree.xgboost

XGBoostOutput(XGBoost) - Constructor for class hex.tree.xgboost.XGBoostOutput

XGBoostParameters() - Constructor for class hex.tree.xgboost.XGBoostModel.XGBoostParameters

XGBoostParametersV3() - Constructor for class hex.schemas.XGBoostV3.XGBoostParametersV3

XGBoostRegTree - Class in ml.dmlc.xgboost4j.java

Regression tree.

XGBoostScoreTask - Class in ml.dmlc.xgboost4j.java

XGBoostScoreTask.XGBoostScoreTaskResult - Class in ml.dmlc.xgboost4j.java

XGBoostScoreTaskResult() - Constructor for class ml.dmlc.xgboost4j.java.XGBoostScoreTask.XGBoostScoreTaskResult

XGBoostSetupTask - Class in ml.dmlc.xgboost4j.java

Initializes XGBoost training (converts Frame to set of node-local DMatrices)

XGBoostSetupTask(XGBoostModel, XGBoostModel.XGBoostParameters, BoosterParms, Map<String, String>, XGBoostSetupTask.FrameNodes) - Constructor for class ml.dmlc.xgboost4j.java.XGBoostSetupTask

XGBoostSetupTask.FrameNodes - Class in ml.dmlc.xgboost4j.java

XGBoostUpdater - Class in ml.dmlc.xgboost4j.java

XGBoostUpdateTask - Class in ml.dmlc.xgboost4j.java

XGBoostUpdateTask(XGBoostSetupTask, int) - Constructor for class ml.dmlc.xgboost4j.java.XGBoostUpdateTask

XGBoostUtils - Class in hex.tree.xgboost

XGBoostUtils() - Constructor for class hex.tree.xgboost.XGBoostUtils

XGBoostUtils.SparseMatrix - Class in hex.tree.xgboost

Sparse Matrix representation for XGBoost

XGBoostUtils.SparseMatrixDimensions - Class in hex.tree.xgboost

Dimensions of a Sparse Matrix

XGBoostV3 - Class in hex.schemas

XGBoostV3() - Constructor for class hex.schemas.XGBoostV3

XGBoostV3.XGBoostParametersV3 - Class in hex.schemas

XgbVarImp - Class in hex.tree.xgboost

XgbVarImp(String[], float[], float[], int[]) - Constructor for class hex.tree.xgboost.XgbVarImp

_

_backend - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_booster - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_boosterBytes - Variable in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

_col_sample_rate - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_col_sample_rate_per_tree - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_colIndices - Variable in class hex.tree.xgboost.XGBoostUtils.SparseMatrix

_colsample_bylevel - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_colsample_bytree - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_covers - Variable in class hex.tree.xgboost.XgbVarImp

_dmatrix_type - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_eta - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_featureMap - Variable in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

_freqs - Variable in class hex.tree.xgboost.XgbVarImp

_gamma - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_gpu_id - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_grow_policy - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_initial_score_interval - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_learn_rate - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_learn_rate_annealing - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_max_abs_leafnode_pred - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_max_bins - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_max_delta_step - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_max_depth - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_max_leaves - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_min_child_weight - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_min_data_in_leaf - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_min_rows - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_min_split_improvement - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_min_sum_hessian_in_leaf - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_missing_values_handling - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_monotone_constraints - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_n_estimators - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_native_parameters - Variable in class hex.tree.xgboost.XGBoostOutput

_nonZeroElementsCount - Variable in class hex.tree.xgboost.XGBoostUtils.SparseMatrixDimensions

_normalize_type - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_nthread - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_ntrees - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_ntrees - Variable in class hex.tree.xgboost.XGBoostOutput

_one_drop - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_parameters - Variable in class ml.dmlc.xgboost4j.java.XGBoostModelInfo

_quiet_mode - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_rate_drop - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_reg_alpha - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_reg_lambda - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_rowHeaders - Variable in class hex.tree.xgboost.XGBoostUtils.SparseMatrix

_rowHeadersCount - Variable in class hex.tree.xgboost.XGBoostUtils.SparseMatrixDimensions

_sample_rate - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_sample_type - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_save_matrix_directory - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_score_interval - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_score_tree_interval - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_scored_train - Variable in class hex.tree.xgboost.XGBoostOutput

_scored_valid - Variable in class hex.tree.xgboost.XGBoostOutput

_skip_drop - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_sparse - Variable in class hex.tree.xgboost.XGBoostOutput

_sparseData - Variable in class hex.tree.xgboost.XGBoostUtils.SparseMatrix

_subsample - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_training_time_ms - Variable in class hex.tree.xgboost.XGBoostOutput

_tree_method - Variable in class hex.tree.xgboost.XGBoostModel.XGBoostParameters

_variable_importances - Variable in class hex.tree.xgboost.XGBoostOutput

_variable_importances_cover - Variable in class hex.tree.xgboost.XGBoostOutput

_variable_importances_frequency - Variable in class hex.tree.xgboost.XGBoostOutput

_varimp - Variable in class hex.tree.xgboost.XGBoostOutput

A B C D E F G H I J L M N O P Q R S T U V W X _