hex.tree.isoforextended

Class ExtendedIsolationForestModel.ExtendedIsolationForestOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.tree.isoforextended.ExtendedIsolationForestModel.ExtendedIsolationForestOutput

All Implemented Interfaces:

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

Enclosing class:

ExtendedIsolationForestModel

public static class ExtendedIsolationForestModel.ExtendedIsolationForestOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
water.Key<CompressedIsolationTree>[]	_iTreeKeys
int	_ntrees
long	_sample_size
hex.ScoreKeeper[]	_scored_train
long[]	_training_time_ms

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, _cv_scoring_history, _defaultThreshold, _distribution, _domains, _end_time, _hasFold, _hasOffset, _hasTreatment, _hasWeights, _isSupervised, _job, _model_summary, _modelClassDist, _names, _orig_projection_array, _origDomains, _origNames, _priorClassDist, _reproducibility_information_table, _run_time, _scoring_history, _start_time, _total_run_time, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
ExtendedIsolationForestOutput(ExtendedIsolationForest eif)

Method Summary

Modifier and Type	Method and Description
hex.ModelCategory	getModelCategory()

Methods inherited from class hex.Model.Output

changeModelMetricsKey, checksum_impl, classNames, clearModelMetrics, createInputFramesInformationTable, defaultThreshold, features, foldIdx, foldName, getInformationTableNumRows, getModelMetrics, getVariableImportances, hasFold, hasOffset, hasResponse, hasTreatment, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, lastSpecialColumnIdx, nclasses, nfeatures, offsetIdx, offsetName, printTwoDimTables, resetThreshold, responseIdx, responseName, setNames, setNames, startClock, stopClock, toString, treatmentIdx, treatmentName, weightsIdx, weightsName

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

Field Detail

_ntrees

public int _ntrees

_sample_size

public long _sample_size

_scored_train

public hex.ScoreKeeper[] _scored_train

_training_time_ms

public long[] _training_time_ms

_iTreeKeys

public water.Key<CompressedIsolationTree>[] _iTreeKeys

Constructor Detail

ExtendedIsolationForestOutput

public ExtendedIsolationForestOutput(ExtendedIsolationForest eif)

Method Detail

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output