Class

org.nlp4l.framework.builtin.spark.mllib

TrainAndModelProcessor

Related Doc: package mllib

Permalink

class TrainAndModelProcessor extends Processor with CommonProcessor

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TrainAndModelProcessor
  2. CommonProcessor
  3. Processor
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new TrainAndModelProcessor(modelDir: String, algorithm: String, algorithmParams: Config, trainTestRate: Double)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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

    Permalink
    Definition Classes
    AnyRef → Any
  4. val algorithm: String

    Permalink
  5. val algorithmParams: Config

    Permalink
  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  7. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  9. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  10. def execute(dataDict: Option[Dictionary]): Option[Dictionary]

    Permalink
    Definition Classes
    TrainAndModelProcessorProcessor
  11. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  12. def getAlgorithmParam(name: String, default: String): String

    Permalink
  13. def getAlgorithmParamAsDouble(name: String, default: Double): Double

    Permalink
  14. def getAlgorithmParamAsInt(name: String, default: Int): Int

    Permalink
  15. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  16. def hashCode(): Int

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

    Permalink
    Definition Classes
    Any
  18. val modelDir: String

    Permalink
  19. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  20. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  21. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  22. def readFeaturesFile(featureFile: String): Set[String]

    Permalink
    Definition Classes
    CommonProcessor
  23. def readLabelFile(labelFile: String, labelFileSep: String): Map[String, Int]

    Permalink
    Definition Classes
    CommonProcessor
  24. def readTFIDFParamsFile(tfidfParamFile: String, tfidfFileSep: String): (Int, Long, String, Double, String, String)

    Permalink
    Definition Classes
    CommonProcessor
  25. def readTermBoostsFile(boostFile: String): Map[String, Double]

    Permalink
    Definition Classes
    CommonProcessor
  26. def readWordsFile(wordsFile: String, wordsFileSep: String): Map[String, (Int, Long)]

    Permalink
    Definition Classes
    CommonProcessor
  27. def selectFeatures(reader: RawReader, field: String, minDF: Int = 1, maxDFPercent: Double = 1.0, maxNumTerms: Int = 1): Set[String]

    Permalink
    Definition Classes
    CommonProcessor
  28. def selectFieldValues(reader: RawReader, docIds: List[Int], fields: Seq[String]): List[Map[String, Seq[String]]]

    Permalink
    Definition Classes
    CommonProcessor
  29. def selectLabelMap(reader: RawReader, labelField: String): Map[String, Int]

    Permalink
    Definition Classes
    CommonProcessor
  30. val settings: ModelDirSettings

    Permalink
  31. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  32. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any
  33. val trainTestRate: Double

    Permalink
  34. final def wait(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  37. def writeDataFile(labels: Seq[Int], vectors: Stream[Seq[AnyVal]], out: String, outputSep: String, idValues: Seq[String]): Unit

    Permalink
    Definition Classes
    CommonProcessor
  38. def writeLabelFile(labelMap: Map[String, Int], labelFile: String, labelFileSep: String): Unit

    Permalink
    Definition Classes
    CommonProcessor
  39. def writeTFIDFParamsFile(reader: IReader, textField: String, tfMode: String, smthTerm: Double, idfMode: String, termBoostsFile: String, tfidfFileOut: String, tfidfFileSep: String): Unit

    Permalink
    Definition Classes
    CommonProcessor
  40. def writeWordsFile(reader: IReader, features: Seq[String], textField: String, wordsFileOut: String, wordsFileSep: String): Unit

    Permalink
    Definition Classes
    CommonProcessor

Inherited from CommonProcessor

Inherited from Processor

Inherited from AnyRef

Inherited from Any

Ungrouped