hex.tree.xgboost

Class XGBoostOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.tree.xgboost.XGBoostOutput

All Implemented Interfaces:

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

public class XGBoostOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
int	_ntrees
hex.ScoreKeeper[]	_scored_train
hex.ScoreKeeper[]	_scored_valid
long[]	_training_time_ms
water.util.TwoDimTable	_variable_importances
hex.VarImp	_varimp

Fields inherited from class hex.Model.Output

_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, _training_metrics, _validation_metrics

Constructor Summary

Constructors

Constructor and Description
XGBoostOutput(XGBoost b)

Method Summary

Methods

Modifier and Type	Method and Description
hex.ScoreKeeper[]	scoreKeepers()

Methods inherited from class hex.Model.Output

checksum_impl, classNames, clearModelMetrics, foldIdx, foldName, getModelCategory, getModelMetrics, hasFold, hasOffset, hasWeights, interactions, isAutoencoder, isBinomialClassifier, isClassifier, isSupervised, nclasses, nfeatures, offsetIdx, offsetName, printTwoDimTables, responseIdx, responseName, 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

_ntrees

public int _ntrees

_scored_train

public hex.ScoreKeeper[] _scored_train

_scored_valid

public hex.ScoreKeeper[] _scored_valid

_training_time_ms

public long[] _training_time_ms

_variable_importances

public water.util.TwoDimTable _variable_importances

_varimp

public hex.VarImp _varimp

Constructor Detail

XGBoostOutput

public XGBoostOutput(XGBoost b)

Method Detail

scoreKeepers

public hex.ScoreKeeper[] scoreKeepers()