com.hankcs.hanlp.mining.word2vec

Enum NeuralNetworkType

java.lang.Object

java.lang.Enum<NeuralNetworkType>

com.hankcs.hanlp.mining.word2vec.NeuralNetworkType

All Implemented Interfaces:

Serializable, Comparable<NeuralNetworkType>

public enum NeuralNetworkType
extends Enum<NeuralNetworkType>

神经网络类型

Enum Constant Summary

Enum Constants

Enum Constant and Description
CBOW 更快，对高频词的准确率更高 Faster, slightly better accuracy for frequent words
SKIP_GRAM 较慢，对低频词的准确率更高

Method Summary

Modifier and Type	Method and Description
abstract float	getDefaultInitialLearningRate()
static NeuralNetworkType	valueOf(String name) Returns the enum constant of this type with the specified name.
static NeuralNetworkType[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

CBOW

public static final NeuralNetworkType CBOW

更快，对高频词的准确率更高 Faster, slightly better accuracy for frequent words

SKIP_GRAM

public static final NeuralNetworkType SKIP_GRAM

较慢，对低频词的准确率更高

Method Detail

values

public static NeuralNetworkType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (NeuralNetworkType c : NeuralNetworkType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static NeuralNetworkType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

getDefaultInitialLearningRate

public abstract float getDefaultInitialLearningRate()

Returns:

默认学习率