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
water.util.IcedHashMapGeneric<java.lang.String,java.lang.Integer>	_column_name_to_missing_val_presence
TargetEncoderModel.TargetEncoderParameters	_parms
double	_prior_mean
water.util.IcedHashMapGeneric<java.lang.String,water.fvec.Frame>	_target_encoding_map

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

Constructor Summary

Constructors

Constructor and Description
TargetEncoderOutput(TargetEncoderBuilder b, water.util.IcedHashMapGeneric<java.lang.String,water.fvec.Frame> teMap, double priorMean)

Method Summary

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

Methods inherited from class hex.Model.Output

checksum_impl, classNames, clearModelMetrics, features, foldIdx, foldName, getModelMetrics, hasFold, hasOffset, hasWeights, interactionBuilder, isAutoencoder, isBinomialClassifier, isClassifier, isMultinomialClassifier, isSupervised, nclasses, nfeatures, offsetIdx, offsetName, printTwoDimTables, responseIdx, responseName, setNames, 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

_target_encoding_map

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

_parms

public TargetEncoderModel.TargetEncoderParameters _parms

_column_name_to_missing_val_presence

public water.util.IcedHashMapGeneric<java.lang.String,java.lang.Integer> _column_name_to_missing_val_presence

_prior_mean

public double _prior_mean

Constructor Detail

TargetEncoderOutput

public TargetEncoderOutput(TargetEncoderBuilder b,
                           water.util.IcedHashMapGeneric<java.lang.String,water.fvec.Frame> teMap,
                           double priorMean)

Method Detail

getModelCategory

public hex.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output