Packages

c

com.intel.analytics.bigdl.example.utils

TextClassificationParams

case class 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) extends AbstractTextClassificationParams with Product with Serializable

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

Linear Supertypes
Product, Equals, AbstractTextClassificationParams, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TextClassificationParams
  2. Product
  3. Equals
  4. AbstractTextClassificationParams
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. 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

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. val baseDir: String
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  6. val batchSize: Int
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  8. val embeddingDim: Int
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  9. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  10. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. val learningRate: Double
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  14. val maxSequenceLength: Int
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  15. val maxWordsNum: Int
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  16. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  18. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  19. val partitionNum: Int
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  20. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  21. val trainingSplit: Double
    Definition Classes
    TextClassificationParams → AbstractTextClassificationParams
  22. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  23. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )

Inherited from Product

Inherited from Equals

Inherited from AbstractTextClassificationParams

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped