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

A

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

B

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

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

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

C

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

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

computeVarImp(Map<String, Integer>) - Method in class hex.tree.xgboost.XGBoostModel

convertFrametoDMatrix(Key<DataInfo>, Frame, String, String, String, String[], boolean) - Static method in class hex.tree.xgboost.XGBoost

convert an H2O Frame to a sparse DMatrix

countUnique(int[]) - Static method in class hex.tree.xgboost.XGBoost

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

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

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

D

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

doScoring(Booster, DMatrix, DMatrix) - Method in class hex.tree.xgboost.XGBoostModel

Score an XGBoost model on training and validation data (optional) Note: every row is scored, all observation weights are assumed to be equal

E

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

F

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

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

G

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

get_params() - Method in class hex.tree.xgboost.XGBoostModelInfo

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

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

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

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

H

hashCode() - Method in class hex.tree.xgboost.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

I

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

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

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

M

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

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

max_bin - 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

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

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

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

N

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

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

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

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

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

O

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

P

parameters - Variable in class hex.tree.xgboost.XGBoostModelInfo

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

Q

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

R

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

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

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

register(String) - 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

S

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

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

score(Frame, String, Job, boolean) - Method in class hex.tree.xgboost.XGBoostModel

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

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

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

size() - Method in class hex.tree.xgboost.XGBoostModelInfo

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

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

T

toString() - Method in class hex.tree.xgboost.XGBoostModelInfo

Print a summary table

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

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

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

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

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 hex.tree.xgboost

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

XGBoostModelV3 - Class in hex.schemas

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

XGBoostModelV3.XGBoostModelOutputV3 - Class in hex.schemas

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

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

XGBoostV3 - Class in hex.schemas

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

XGBoostV3.XGBoostParametersV3 - Class in hex.schemas

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

_

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

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

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

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

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

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

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

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

_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_bin - 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

_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

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

_normalize_type - 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

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

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

_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

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

_sample_type - 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

_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

_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 V W X _