hex.tree.gbm

Class GBMModel.GBMOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.tree.SharedTreeModel.SharedTreeOutput

hex.tree.gbm.GBMModel.GBMOutput

All Implemented Interfaces:

hex.Model.GetNTrees, CalibrationHelper.OutputWithCalibration, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

GBMModel

public static class GBMModel.GBMOutput
extends SharedTreeModel.SharedTreeOutput

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String[]	_quasibinomialDomains

Fields inherited from class hex.tree.SharedTreeModel.SharedTreeOutput

_calib_model, _init_f, _ntrees, _scored_train, _scored_valid, _training_time_ms, _treeKeys, _treeKeysAux, _treeStats, _variable_importances, _varimp

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
GBMOutput(GBM b)

Method Summary

Modifier and Type	Method and Description
java.lang.String[]	classNames()
int	nclasses()

Methods inherited from class hex.tree.SharedTreeModel.SharedTreeOutput

addKTrees, calibrationModel, createInputFramesInformationTable, ctree, getInformationTableNumRows, getNTrees, getVariableImportances, scoreKeepers, setCalibrationModel, toStringTree, trimTo

Methods inherited from class hex.Model.Output

changeModelMetricsKey, checksum_impl, clearModelMetrics, defaultThreshold, features, foldIdx, foldName, getModelCategory, getModelMetrics, hasFold, hasOffset, hasResponse, hasTreatment, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, lastSpecialColumnIdx, 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

Methods inherited from interface hex.tree.CalibrationHelper.OutputWithCalibration

getCalibrationMethod, getModelCategory, isCalibrated

Field Detail

_quasibinomialDomains

public java.lang.String[] _quasibinomialDomains

Constructor Detail

GBMOutput

public GBMOutput(GBM b)

Method Detail

nclasses

public int nclasses()

Overrides:

nclasses in class hex.Model.Output

classNames

public java.lang.String[] classNames()

Overrides:

classNames in class hex.Model.Output