A B C D E F G H L M N P R S T U V X _

A

apply(Booster) - Method in interface ml.dmlc.xgboost4j.java.BoosterHelper.BoosterOp

B

biz.k11i.xgboost.tree - package biz.k11i.xgboost.tree

BoosterHelper - Class in ml.dmlc.xgboost4j.java

Utility to access package private Booster methods.

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

BoosterHelper.BoosterOp<X> - Interface in ml.dmlc.xgboost4j.java

C

calculateContributions(FVec, float[], Object) - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

calibrateClassProbabilities(double[]) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

close() - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

close() - Method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

constructSubgraph(RegTreeNode[], SharedTreeNode, int, SharedTreeSubgraph, boolean[], boolean, String[]) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

convert(int, String) - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

convert(int, String, ConvertTreeOptions) - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

convert(int, String, ConvertTreeOptions) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

convert(int, String) - Method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

D

dispose(Object...) - Static method in class ml.dmlc.xgboost4j.java.BoosterHelper

Invalidates XGBoost objects (Booster, DMatrix) and frees up their memory

doWithLocalRabit(BoosterHelper.BoosterOp<X>, Booster) - Static method in class ml.dmlc.xgboost4j.java.BoosterHelper

E

EMPTY_COMPILATION_FLAGS - Static variable in class ml.dmlc.xgboost4j.java.NativeLibrary

F

fromXGBoost(String) - Static method in enum hex.genmodel.algos.xgboost.XGBoostMojoModel.ObjectiveType

G

geOSType() - Static method in enum ml.dmlc.xgboost4j.java.Platform

getBoosterDump(boolean, String) - Method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

getCalibGlmBeta() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

getCompilationFlags() - Method in class ml.dmlc.xgboost4j.java.NativeLibrary

getId() - Method in enum hex.genmodel.algos.xgboost.XGBoostMojoModel.ObjectiveType

getInitPrediction(Predictor) - Static method in class biz.k11i.xgboost.tree.TreeSHAPHelper

getLoadedLibrary() - Method in class ml.dmlc.xgboost4j.java.NativeLibraryLoaderChain

getModelName() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

getName() - Method in class ml.dmlc.xgboost4j.java.NativeLibrary

getName() - Method in enum ml.dmlc.xgboost4j.java.Platform

getPlatform() - Method in enum ml.dmlc.xgboost4j.java.Platform

getPlatformLibName(String) - Method in enum ml.dmlc.xgboost4j.java.Platform

H

hasCompilationFlag(NativeLibrary.CompilationFlags) - Method in class ml.dmlc.xgboost4j.java.NativeLibrary

hex.genmodel.algos.xgboost - package hex.genmodel.algos.xgboost

L

loadModel(InputStream) - Static method in class ml.dmlc.xgboost4j.java.BoosterHelper

loadNativeLibs() - Method in class ml.dmlc.xgboost4j.java.NativeLibraryLoaderChain

M

main(String[]) - Static method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

makeContributionsPredictor() - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

makeContributionsWorkspace() - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

makeModel(String[], String[][], String) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

makePredictor(RegTree) - Static method in class biz.k11i.xgboost.tree.TreeSHAPHelper

markOneHotEncodedCategoricals(String[]) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

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

mojoVersion() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

N

name() - Method in class ml.dmlc.xgboost4j.java.NativeLibraryLoaderChain

NativeLibrary - Class in ml.dmlc.xgboost4j.java

Representation of native library.

NativeLibrary.CompilationFlags - Enum in ml.dmlc.xgboost4j.java

NativeLibraryLoaderChain - Class in ml.dmlc.xgboost4j.java

A simple loader which tries to load all specified libraries in a given order.

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

P

Platform - Enum in ml.dmlc.xgboost4j.java

A simple OS type wrapper.

postReadInit() - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

postReadInit() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

priority() - Method in class ml.dmlc.xgboost4j.java.NativeLibraryLoaderChain

R

readModelData() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

readModelSpecificAttributes() - Method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

register() - Static method in class hex.genmodel.algos.xgboost.XGBoostJavaObjFunRegistration

S

score0(double[], double, double[]) - Method in class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

score0(double[], double[]) - Method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

score0(double[], double, double[]) - Method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

score0(double[], double, double[], String, int, Booster, int, int, int[], boolean, int, double[], double, boolean) - Static method in class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

SCORE_JAVA_PROP - Static variable in class hex.genmodel.algos.xgboost.XGBoostMojoReader

T

toPreds(double[], float[], double[], int, double[], double) - Static method in class hex.genmodel.algos.xgboost.XGBoostMojoModel

toString() - Method in class ml.dmlc.xgboost4j.java.NativeLibrary

TreeSHAPHelper - Class in biz.k11i.xgboost.tree

TreeSHAPHelper() - Constructor for class biz.k11i.xgboost.tree.TreeSHAPHelper

U

useJavaScoring(Boolean, String) - Static method in class hex.genmodel.algos.xgboost.XGBoostMojoReader

V

valueOf(String) - Static method in enum hex.genmodel.algos.xgboost.XGBoostMojoModel.ObjectiveType

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

valueOf(String) - Static method in enum ml.dmlc.xgboost4j.java.NativeLibrary.CompilationFlags

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

valueOf(String) - Static method in enum ml.dmlc.xgboost4j.java.Platform

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

values() - Static method in enum hex.genmodel.algos.xgboost.XGBoostMojoModel.ObjectiveType

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

values() - Static method in enum ml.dmlc.xgboost4j.java.NativeLibrary.CompilationFlags

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

values() - Static method in enum ml.dmlc.xgboost4j.java.Platform

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

X

XGBoostJavaMojoModel - Class in hex.genmodel.algos.xgboost

Implementation of XGBoostMojoModel that uses Pure Java Predict see https://github.com/h2oai/xgboost-predictor

XGBoostJavaMojoModel(byte[], String[], String[][], String) - Constructor for class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

XGBoostJavaMojoModel(byte[], String[], String[][], String, boolean) - Constructor for class hex.genmodel.algos.xgboost.XGBoostJavaMojoModel

XGBoostJavaObjFunRegistration - Class in hex.genmodel.algos.xgboost

XGBoostJavaObjFunRegistration() - Constructor for class hex.genmodel.algos.xgboost.XGBoostJavaObjFunRegistration

XGBoostModelAttributes - Class in hex.genmodel.algos.xgboost

XGBoostModelAttributes(JsonObject, MojoModel) - Constructor for class hex.genmodel.algos.xgboost.XGBoostModelAttributes

XGBoostMojoModel - Class in hex.genmodel.algos.xgboost

"Gradient Boosting Machine" MojoModel

XGBoostMojoModel(String[], String[][], String) - Constructor for class hex.genmodel.algos.xgboost.XGBoostMojoModel

XGBoostMojoModel.ObjectiveType - Enum in hex.genmodel.algos.xgboost

XGBoostMojoReader - Class in hex.genmodel.algos.xgboost

XGBoostMojoReader() - Constructor for class hex.genmodel.algos.xgboost.XGBoostMojoReader

XGBoostNativeMojoModel - Class in hex.genmodel.algos.xgboost

Please note: user is advised to explicitly release the native resources of XGBoost by calling close method on the instance.

XGBoostNativeMojoModel(byte[], String[], String[][], String) - Constructor for class hex.genmodel.algos.xgboost.XGBoostNativeMojoModel

_

_boosterType - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_calib_glm_beta - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

GLM's beta used for calibrating output probabilities using Platt Scaling.

_catOffsets - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_cats - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_featureMap - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_ntrees - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_nums - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_sparse - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

_useAllFactorLevels - Variable in class hex.genmodel.algos.xgboost.XGBoostMojoModel

A B C D E F G H L M N P R S T U V X _