hex.adaboost

Class AdaBoostModel

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

hex.adaboost.AdaBoostModel

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.api.StreamWriter, water.Freezable<AdaBoostModel>

public class AdaBoostModel
extends hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AdaBoostModel.AdaBoostOutput
static class	AdaBoostModel.AdaBoostParameters
static class	AdaBoostModel.Algorithm

Nested classes/interfaces inherited from class hex.Model

hex.Model.AdaptFrameParameters, hex.Model.BigScore, hex.Model.BigScoreChunkPredict, hex.Model.BigScorePredict, hex.Model.Contributions, hex.Model.DeepFeatures, hex.Model.ExemplarMembers, hex.Model.FeatureFrequencies, hex.Model.GetMostImportantFeatures, hex.Model.GetNTrees, hex.Model.GLRMArchetypes, hex.Model.GridSortBy, hex.Model.H2OModelDescriptor, hex.Model.InteractionBuilder, hex.Model.InteractionPair, hex.Model.InteractionSpec, hex.Model.JavaModelStreamWriter, hex.Model.JavaScoringOptions, hex.Model.LeafNodeAssignment, hex.Model.Output, hex.Model.Parameters, hex.Model.PredictScoreResult, hex.Model.RowToTreeAssignment, hex.Model.StagedPredictions, hex.Model.UpdateAuxTreeWeights

Field Summary

Fields inherited from class hex.Model

_dist, _input_parms, _output, _parms, _toDelete, _warnings, _warningsP, EVAL_AUTO_PARAMS_ENABLED, evalAutoParamsEnabled, scoringInfo

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
AdaBoostModel(water.Key<AdaBoostModel> selfKey, AdaBoostModel.AdaBoostParameters parms, AdaBoostModel.AdaBoostOutput output)

Method Summary

Modifier and Type	Method and Description
hex.ModelMetrics.MetricBuilder	makeMetricBuilder(java.lang.String[] domain)
protected java.lang.String[]	makeScoringNames()
protected boolean	needsPostProcess()
protected water.Keyed	readAll_impl(water.AutoBuffer ab, water.Futures fs)
protected water.Futures	remove_impl(water.Futures fs, boolean cascade)
protected double[]	score0(double[] data, double[] preds)
protected water.AutoBuffer	writeAll_impl(water.AutoBuffer ab)

Methods inherited from class hex.Model

adaptFrameForScore, adaptTestForJavaScoring, adaptTestForTrain, adaptTestForTrain, adaptTestForTrain, addMetrics, addModelMetrics, addWarning, aic, auc, AUCPR, checksum_impl, classification_error, compareTo, computeDeviances, containsResponse, data, defaultThreshold, defaultThreshold, deleteCrossValidationFoldAssignment, deleteCrossValidationModels, deleteCrossValidationPreds, deviance, deviance, evaluateAutoModelParameters, exportBinaryModel, exportMojo, fetchAll, fillScoringInfo, getDefaultGridSortBy, getGenModelEncoding, getMojo, getPojoInterfaces, getToEigenVec, haveMojo, havePojo, importBinaryModel, initActualParamValues, isDistributionHuber, isFeatureUsedInPredict, isFeatureUsedInPredict, isGeneric, isSupervised, last_scored, lift_top_group, likelihood, logloss, loss, mae, makeAdaptFrameParameters, makeBigScoreTask, makeInteraction, makeInteractions, makeInteractions, makePojoWriter, makeSchema, makeScoringDomains, makeScoringNames, mean_per_class_error, modelDescriptor, mse, postProcessPredictions, predictScoreImpl, r2, resetThreshold, result, rmsle, score, score, score, score, score, score, score, score, score0, score0, score0, score0PostProcessSupervised, scoreMetrics, scoring_history, scoringDomains, setInputParms, setupBigScorePredict, testJavaScoring, testJavaScoring, testJavaScoring, testJavaScoring, testJavaScoring, toJava, toJava, toJava, toJavaAlgo, toJavaCheckTooBig, toJavaInit, toJavaModelClassName, toJavaPredictBody, toJavaTransform, toJavaUUID, toMojo, toMojo, toString, transform, uploadBinaryModel, writeTo

Methods inherited from class water.Lockable

delete_and_lock, delete_and_lock, delete_and_lock, delete_and_lock, delete, delete, delete, delete, read_lock, read_lock, read_lock, unlock_all, unlock, unlock, unlock, unlock, update, update, update, write_lock_to_read_lock, write_lock, write_lock, write_lock

Methods inherited from class water.Keyed

checksum_impl, checksum, checksum, getKey, readAll, remove_impl, remove_self_key_impl, remove, remove, remove, remove, remove, remove, removeQuietly, writeAll

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

AdaBoostModel

public AdaBoostModel(water.Key<AdaBoostModel> selfKey,
                     AdaBoostModel.AdaBoostParameters parms,
                     AdaBoostModel.AdaBoostOutput output)

Method Detail

makeMetricBuilder

public hex.ModelMetrics.MetricBuilder makeMetricBuilder(java.lang.String[] domain)

Specified by:

makeMetricBuilder in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

makeScoringNames

protected java.lang.String[] makeScoringNames()

Overrides:

makeScoringNames in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

score0

protected double[] score0(double[] data,
                          double[] preds)

Specified by:

score0 in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

needsPostProcess

protected boolean needsPostProcess()

Overrides:

needsPostProcess in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

remove_impl

protected water.Futures remove_impl(water.Futures fs,
                                    boolean cascade)

Overrides:

remove_impl in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

writeAll_impl

protected water.AutoBuffer writeAll_impl(water.AutoBuffer ab)

Overrides:

writeAll_impl in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>

readAll_impl

protected water.Keyed readAll_impl(water.AutoBuffer ab,
                                   water.Futures fs)

Overrides:

readAll_impl in class hex.Model<AdaBoostModel,AdaBoostModel.AdaBoostParameters,AdaBoostModel.AdaBoostOutput>