TextClassificationParams

Instance Constructors

new TextClassificationParams(baseDir: String = "./", maxSequenceLength: Int = 500, maxWordsNum: Int = 5000, trainingSplit: Double = 0.8, batchSize: Int = 128, embeddingDim: Int = 200, learningRate: Double = 0.01, partitionNum: Int = 4)

baseDir
The root directory which containing the training and embedding data
maxSequenceLength
number of the tokens
maxWordsNum
maximum word to be included
trainingSplit
percentage of the training data
batchSize
size of the mini-batch
embeddingDim
size of the embedding vector
learningRate
learning rate

Value Members

final def !=(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def !=(arg0: Any): Boolean

Definition Classes
Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def ==(arg0: Any): Boolean

Definition Classes
Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
val baseDir: String

The root directory which containing the training and embedding data
The root directory which containing the training and embedding data

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
val batchSize: Int

size of the mini-batch
size of the mini-batch

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
val embeddingDim: Int

size of the embedding vector
size of the embedding vector

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val learningRate: Double

learning rate
learning rate

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
val maxSequenceLength: Int

number of the tokens
number of the tokens

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
val maxWordsNum: Int

maximum word to be included
maximum word to be included

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
val partitionNum: Int

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
val trainingSplit: Double

percentage of the training data
percentage of the training data

Definition Classes
TextClassificationParams → AbstractTextClassificationParams
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Instance Constructors

new TextClassificationParams(baseDir: String = "./", maxSequenceLength: Int = 500, maxWordsNum: Int = 5000, trainingSplit: Double = 0.8, batchSize: Int = 128, embeddingDim: Int = 200, learningRate: Double = 0.01, partitionNum: Int = 4)

Value Members

final def !=(arg0: AnyRef): Boolean

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: AnyRef): Boolean

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

val baseDir: String

val batchSize: Int

def clone(): AnyRef

val embeddingDim: Int

final def eq(arg0: AnyRef): Boolean

def finalize(): Unit

final def getClass(): Class[_]

final def isInstanceOf[T0]: Boolean

val learningRate: Double

val maxSequenceLength: Int

val maxWordsNum: Int

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val partitionNum: Int

final def synchronized[T0](arg0: ⇒ T0): T0

val trainingSplit: Double

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Product

Inherited from Equals

Inherited from AbstractTextClassificationParams

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped