hex.word2vec

Class Word2VecModel.Word2VecParameters

java.lang.Object

water.Iced

hex.Model.Parameters

hex.word2vec.Word2VecModel.Word2VecParameters

All Implemented Interfaces:

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

Enclosing class:

Word2VecModel

public static class Word2VecModel.Word2VecParameters
extends hex.Model.Parameters

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
int	_epochs
float	_initLearningRate
int	_minWordFreq
int	_negSampleCnt
Word2Vec.NormModel	_normModel
float	_sentSampleRate
int	_vecSize
water.Key<water.fvec.Frame>	_vocabKey
int	_windowSize
Word2Vec.WordModel	_wordModel

Fields inherited from class hex.Model.Parameters

_drop_na20_cols, _dropConsCols, _ignored_columns, _model_id, _score_each_iteration, _train, _valid

Constructor Summary

Constructors

Constructor and Description
Word2VecModel.Word2VecParameters()

Method Summary

Methods inherited from class hex.Model.Parameters

checksum_impl, defaultDropConsCols, defaultDropNA20Cols, missingColumnsType, read_lock_frames, read_unlock_frames, train, valid

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_wordModel

public Word2Vec.WordModel _wordModel

_normModel

public Word2Vec.NormModel _normModel

_vocabKey

public water.Key<water.fvec.Frame> _vocabKey

_minWordFreq

public int _minWordFreq

_vecSize

public int _vecSize

_windowSize

public int _windowSize

_epochs

public int _epochs

_negSampleCnt

public int _negSampleCnt

_initLearningRate

public float _initLearningRate

_sentSampleRate

public float _sentSampleRate

Constructor Detail

Word2VecModel.Word2VecParameters

public Word2VecModel.Word2VecParameters()