hex.tree.isofor

Class IsolationForestModel.IsolationForestOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.tree.SharedTreeModel.SharedTreeOutput

hex.tree.isofor.IsolationForestModel.IsolationForestOutput

All Implemented Interfaces:

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

Enclosing class:

IsolationForestModel

public static class IsolationForestModel.IsolationForestOutput
extends SharedTreeModel.SharedTreeOutput

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
int	_max_path_length
int	_min_path_length
java.lang.String	_response_column
java.lang.String[]	_response_domain
IsolationForest.VarSplits	_var_splits
water.util.TwoDimTable	_variable_splits

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
IsolationForestOutput(IsolationForest b)

Method Summary

Modifier and Type	Method and Description
double	defaultThreshold()
hex.ModelCategory	getModelCategory()
boolean	hasResponse()
int	responseIdx()
java.lang.String	responseName()

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, classNames, clearModelMetrics, features, foldIdx, foldName, getModelMetrics, hasFold, hasOffset, hasTreatment, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, lastSpecialColumnIdx, nclasses, nfeatures, offsetIdx, offsetName, printTwoDimTables, resetThreshold, 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, isCalibrated

Field Detail

_max_path_length

public int _max_path_length

_min_path_length

public int _min_path_length

_response_column

public java.lang.String _response_column

_response_domain

public java.lang.String[] _response_domain

_var_splits

public IsolationForest.VarSplits _var_splits

_variable_splits

public water.util.TwoDimTable _variable_splits

Constructor Detail

IsolationForestOutput

public IsolationForestOutput(IsolationForest b)

Method Detail

getModelCategory

public hex.ModelCategory getModelCategory()

Specified by:

getModelCategory in interface CalibrationHelper.OutputWithCalibration

Overrides:

getModelCategory in class hex.Model.Output

defaultThreshold

public double defaultThreshold()

Overrides:

defaultThreshold in class hex.Model.Output

responseName

public java.lang.String responseName()

Overrides:

responseName in class hex.Model.Output

hasResponse

public boolean hasResponse()

Overrides:

hasResponse in class hex.Model.Output

responseIdx

public int responseIdx()

Overrides:

responseIdx in class hex.Model.Output