hex.tree

Class SharedTreeModelWithContributions<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput>

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<M,P,O>

hex.tree.SharedTreeModel<M,P,O>

hex.tree.SharedTreeModelWithContributions<M,P,O>

All Implemented Interfaces:

hex.Model.Contributions, hex.Model.FeatureFrequencies, hex.Model.GetMostImportantFeatures, hex.Model.LeafNodeAssignment, hex.Model.UpdateAuxTreeWeights, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.api.StreamWriter, water.Freezable<M>

Direct Known Subclasses:

DRFModel, GBMModel

public abstract class SharedTreeModelWithContributions<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput>
extends SharedTreeModel<M,P,O>
implements hex.Model.Contributions

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
class	SharedTreeModelWithContributions.ScoreContributionsSortingTask
class	SharedTreeModelWithContributions.ScoreContributionsTask
class	SharedTreeModelWithContributions.ScoreContributionsWithBackgroundTask

Nested classes/interfaces inherited from class hex.tree.SharedTreeModel

SharedTreeModel.BufStringDecisionPathTracker, SharedTreeModel.SharedTreeOutput, SharedTreeModel.SharedTreeParameters

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

Nested classes/interfaces inherited from interface hex.Model.Contributions

hex.Model.Contributions.ContributionsOptions, hex.Model.Contributions.ContributionsOutputFormat

Nested classes/interfaces inherited from interface hex.Model.LeafNodeAssignment

hex.Model.LeafNodeAssignment.LeafNodeAssignmentType

Nested classes/interfaces inherited from interface hex.Model.UpdateAuxTreeWeights

hex.Model.UpdateAuxTreeWeights.UpdateAuxTreeWeightsReport

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
SharedTreeModelWithContributions(water.Key<M> selfKey, P parms, O output)

Method Summary

Modifier and Type	Method and Description
protected abstract SharedTreeModelWithContributions.ScoreContributionsTask	getScoreContributionsSoringTask(SharedTreeModel model, hex.Model.Contributions.ContributionsOptions options)
protected abstract SharedTreeModelWithContributions.ScoreContributionsTask	getScoreContributionsTask(SharedTreeModel model)
protected abstract SharedTreeModelWithContributions.ScoreContributionsWithBackgroundTask	getScoreContributionsWithBackgroundTask(SharedTreeModel model, water.fvec.Frame fr, water.fvec.Frame backgroundFrame, boolean expand, int[] catOffsets, hex.Model.Contributions.ContributionsOptions options)
protected water.fvec.Frame	removeSpecialColumns(water.fvec.Frame frame)
protected water.fvec.Frame	removeSpecialNNonNumericColumns(water.fvec.Frame frame)
water.fvec.Frame	scoreContributions(water.fvec.Frame frame, water.Key<water.fvec.Frame> destination_key)
water.fvec.Frame	scoreContributions(water.fvec.Frame frame, water.Key<water.fvec.Frame> destination_key, water.Job<water.fvec.Frame> j)
water.fvec.Frame	scoreContributions(water.fvec.Frame frame, water.Key<water.fvec.Frame> destination_key, water.Job<water.fvec.Frame> j, hex.Model.Contributions.ContributionsOptions options)
water.fvec.Frame	scoreContributions(water.fvec.Frame frame, water.Key<water.fvec.Frame> destination_key, water.Job<water.fvec.Frame> j, hex.Model.Contributions.ContributionsOptions options, water.fvec.Frame backgroundFrame)

Methods inherited from class hex.tree.SharedTreeModel

binomialOpt, deepClone, getGenModelEncoding, getMostImportantFeatures, getSharedTreeSubgraph, getToEigenVec, isFeatureUsedInPredict, makeAllTreeColumnNames, makeMetricBuilder, makePojoWriter, makeTreePojoWriter, postProcessPredictions, readAll_impl, remove_impl, score0, score0, score0, score0, score0Incremental, scoreFeatureFrequencies, scoreLeafNodeAssignment, updateAuxTreeWeights, writeAll_impl

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, getMojo, getPojoInterfaces, haveMojo, havePojo, importBinaryModel, initActualParamValues, isDistributionHuber, isFeatureUsedInPredict, isGeneric, isSupervised, last_scored, lift_top_group, likelihood, logloss, loss, mae, makeAdaptFrameParameters, makeBigScoreTask, makeInteraction, makeInteractions, makeInteractions, makeSchema, makeScoringDomains, makeScoringNames, makeScoringNames, mean_per_class_error, modelDescriptor, mse, needsPostProcess, predictScoreImpl, r2, resetThreshold, result, rmsle, score, score, score, score, score, score, score, score, 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

Methods inherited from interface hex.Model.Contributions

composeScoreContributionTaskMetadata, scoreContributionsWorkEstimate

Constructor Detail

SharedTreeModelWithContributions

public SharedTreeModelWithContributions(water.Key<M> selfKey,
                                        P parms,
                                        O output)

Method Detail

scoreContributions

public water.fvec.Frame scoreContributions(water.fvec.Frame frame,
                                           water.Key<water.fvec.Frame> destination_key)

Specified by:

scoreContributions in interface hex.Model.Contributions

removeSpecialColumns

protected water.fvec.Frame removeSpecialColumns(water.fvec.Frame frame)

removeSpecialNNonNumericColumns

protected water.fvec.Frame removeSpecialNNonNumericColumns(water.fvec.Frame frame)

scoreContributions

public water.fvec.Frame scoreContributions(water.fvec.Frame frame,
                                           water.Key<water.fvec.Frame> destination_key,
                                           water.Job<water.fvec.Frame> j)

Specified by:

scoreContributions in interface hex.Model.Contributions

scoreContributions

public water.fvec.Frame scoreContributions(water.fvec.Frame frame,
                                           water.Key<water.fvec.Frame> destination_key,
                                           water.Job<water.fvec.Frame> j,
                                           hex.Model.Contributions.ContributionsOptions options)

Specified by:

scoreContributions in interface hex.Model.Contributions

getScoreContributionsWithBackgroundTask

protected abstract SharedTreeModelWithContributions.ScoreContributionsWithBackgroundTask getScoreContributionsWithBackgroundTask(SharedTreeModel model,
                                                                                                                                 water.fvec.Frame fr,
                                                                                                                                 water.fvec.Frame backgroundFrame,
                                                                                                                                 boolean expand,
                                                                                                                                 int[] catOffsets,
                                                                                                                                 hex.Model.Contributions.ContributionsOptions options)

scoreContributions

public water.fvec.Frame scoreContributions(water.fvec.Frame frame,
                                           water.Key<water.fvec.Frame> destination_key,
                                           water.Job<water.fvec.Frame> j,
                                           hex.Model.Contributions.ContributionsOptions options,
                                           water.fvec.Frame backgroundFrame)

Specified by:

scoreContributions in interface hex.Model.Contributions

getScoreContributionsTask

protected abstract SharedTreeModelWithContributions.ScoreContributionsTask getScoreContributionsTask(SharedTreeModel model)

getScoreContributionsSoringTask

protected abstract SharedTreeModelWithContributions.ScoreContributionsTask getScoreContributionsSoringTask(SharedTreeModel model,
                                                                                                           hex.Model.Contributions.ContributionsOptions options)