hex.ensemble

Class StackedEnsembleModel.StackedEnsembleOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.ensemble.StackedEnsembleModel.StackedEnsembleOutput

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

StackedEnsembleModel

public static class StackedEnsembleModel.StackedEnsembleOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
water.Key<water.fvec.Frame>[]	_base_model_predictions_keys
water.fvec.Frame	_levelone_frame_id
hex.Model	_metalearner
StackedEnsembleModel.StackingStrategy	_stacking_strategy

Fields inherited from class hex.Model.Output

_column_types, _cross_validation_fold_assignment_frame_id, _cross_validation_holdout_predictions_frame_id, _cross_validation_metrics, _cross_validation_metrics_summary, _cross_validation_models, _cross_validation_predictions, _distribution, _domains, _end_time, _hasFold, _hasOffset, _hasWeights, _isSupervised, _job, _model_summary, _modelClassDist, _names, _origDomains, _origNames, _priorClassDist, _run_time, _scoring_history, _start_time, _total_run_time, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
StackedEnsembleOutput()
StackedEnsembleOutput(water.Job job)
StackedEnsembleOutput(StackedEnsemble b)

Method Summary

Methods inherited from class hex.Model.Output

checksum_impl, classNames, clearModelMetrics, features, foldIdx, foldName, getModelCategory, getModelMetrics, hasFold, hasOffset, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, nclasses, nfeatures, offsetIdx, offsetName, printTwoDimTables, responseIdx, responseName, setNames, setNames, startClock, stopClock, toString, weightsIdx, weightsName

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

_metalearner

public hex.Model _metalearner

_levelone_frame_id

public water.fvec.Frame _levelone_frame_id

_stacking_strategy

public StackedEnsembleModel.StackingStrategy _stacking_strategy

_base_model_predictions_keys

public water.Key<water.fvec.Frame>[] _base_model_predictions_keys

Constructor Detail

StackedEnsembleOutput

public StackedEnsembleOutput()

StackedEnsembleOutput

public StackedEnsembleOutput(StackedEnsemble b)

StackedEnsembleOutput

public StackedEnsembleOutput(water.Job job)