ai.h2o.targetencoding

Class TargetEncoderModel.TargetEncoderOutput

java.lang.Object

water.Iced

hex.Model.Output

ai.h2o.targetencoding.TargetEncoderModel.TargetEncoderOutput

All Implemented Interfaces:

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

Enclosing class:

TargetEncoderModel

public static class TargetEncoderModel.TargetEncoderOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
ai.h2o.targetencoding.ColumnsToSingleMapping[]	_input_to_encoding_column
ColumnsMapping[]	_input_to_output_columns
int	_nclasses
TargetEncoderModel.TargetEncoderParameters	_parms
water.util.IcedHashMap<java.lang.String,water.fvec.Frame>	_target_encoding_map
water.util.IcedHashMap<java.lang.String,java.lang.Boolean>	_te_column_to_hasNAs

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
TargetEncoderOutput(TargetEncoder te)

Method Summary

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

Methods inherited from class hex.Model.Output

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

_parms

public final TargetEncoderModel.TargetEncoderParameters _parms

_nclasses

public final int _nclasses

_input_to_encoding_column

public ai.h2o.targetencoding.ColumnsToSingleMapping[] _input_to_encoding_column

_input_to_output_columns

public ColumnsMapping[] _input_to_output_columns

_target_encoding_map

public water.util.IcedHashMap<java.lang.String,water.fvec.Frame> _target_encoding_map

_te_column_to_hasNAs

public water.util.IcedHashMap<java.lang.String,java.lang.Boolean> _te_column_to_hasNAs

Constructor Detail

TargetEncoderOutput

public TargetEncoderOutput(TargetEncoder te)

Method Detail

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output