io.prediction.engines.itemrank

FeatureBasedAlgorithm

class FeatureBasedAlgorithm extends LAlgorithm[EmptyParams, PreparedData, FeatureBasedModel, Query, Prediction]

Linear Supertypes
LAlgorithm[EmptyParams, PreparedData, FeatureBasedModel, Query, Prediction], LModelAlgorithm[FeatureBasedModel, Query, Prediction], BaseAlgorithm[EmptyParams, RDD[PreparedData], RDD[FeatureBasedModel], Query, Prediction], AbstractDoer[EmptyParams], Serializable, Serializable, AnyRef, Any
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Inherited
  1. FeatureBasedAlgorithm
  2. LAlgorithm
  3. LModelAlgorithm
  4. BaseAlgorithm
  5. AbstractDoer
  6. Serializable
  7. Serializable
  8. AnyRef
  9. Any
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Instance Constructors

  1. new FeatureBasedAlgorithm()

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def batchPredict(model: FeatureBasedModel, queries: Iterator[(Long, Query)]): Iterator[(Long, Prediction)]

    Definition Classes
    LModelAlgorithm

  8. def batchPredictBase(baseModel: Any, baseQueries: RDD[(Long, Query)]): RDD[(Long, Prediction)]

    Definition Classes
    LModelAlgorithm

  9. def batchPredictWrapper(model: Iterator[FeatureBasedModel], queries: Iterator[(Long, Query)]): Iterator[(Long, Prediction)]

    Definition Classes
    LModelAlgorithm

  10. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  11. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  13. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  14. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  15. def getModel(baseModel: Any): RDD[Any]

    Definition Classes
    LModelAlgorithm

  16. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  18. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  19. final def notify(): Unit

    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  21. def predict(model: FeatureBasedModel, query: Query): Prediction

    Definition Classes
    FeatureBasedAlgorithm → LAlgorithm → LModelAlgorithm

  22. def predictBase(localBaseModel: Any, query: Query): Prediction

    Definition Classes
    LModelAlgorithm

  23. def queryManifest(): Manifest[Query]

    Definition Classes
    BaseAlgorithm

  24. lazy val querySerializer: Formats

    Definition Classes
    BaseAlgorithm

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

    Definition Classes
    AnyRef

  26. def toString(): String

    Definition Classes
    AbstractDoer → AnyRef → Any

  27. def train(data: PreparedData): FeatureBasedModel

    Definition Classes
    FeatureBasedAlgorithm → LAlgorithm

  28. def trainBase(sc: SparkContext, pd: RDD[PreparedData]): RDD[FeatureBasedModel]

    Definition Classes
    LAlgorithm → BaseAlgorithm

  29. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  31. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from LAlgorithm[EmptyParams, PreparedData, FeatureBasedModel, Query, Prediction]

Inherited from LModelAlgorithm[FeatureBasedModel, Query, Prediction]

Inherited from BaseAlgorithm[EmptyParams, RDD[PreparedData], RDD[FeatureBasedModel], Query, Prediction]

Inherited from AbstractDoer[EmptyParams]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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