io.prediction.engines.itemrank

FeatureBasedAlgorithm

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

Linear Supertypes
LAlgorithm[PreparedData, FeatureBasedModel, Query, Prediction], LModelAlgorithm[FeatureBasedModel, Query, Prediction], BaseAlgorithm[RDD[PreparedData], RDD[FeatureBasedModel], Query, Prediction], WithBaseQuerySerializer, AbstractDoer, Serializable, Serializable, AnyRef, Any
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Inherited
  1. FeatureBasedAlgorithm
  2. LAlgorithm
  3. LModelAlgorithm
  4. BaseAlgorithm
  5. WithBaseQuerySerializer
  6. AbstractDoer
  7. Serializable
  8. Serializable
  9. AnyRef
  10. Any
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  1. Public
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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. def isJava: Boolean

    Definition Classes
    LAlgorithm → BaseAlgorithm
  19. def isParallel: Boolean

    Definition Classes
    LAlgorithm → BaseAlgorithm
  20. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  21. final def notify(): Unit

    Definition Classes
    AnyRef
  22. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  23. def predict(model: FeatureBasedModel, query: Query): Prediction

    Definition Classes
    FeatureBasedAlgorithm → LAlgorithm → LModelAlgorithm
  24. def predictBase(localBaseModel: Any, query: Query): Prediction

    Definition Classes
    LModelAlgorithm
  25. def queryManifest(): Manifest[Query]

    Definition Classes
    BaseAlgorithm
  26. lazy val querySerializer: Formats

    Definition Classes
    WithBaseQuerySerializer
  27. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  28. def toString(): String

    Definition Classes
    AnyRef → Any
  29. def train(data: PreparedData): FeatureBasedModel

    Definition Classes
    FeatureBasedAlgorithm → LAlgorithm
  30. def trainBase(sc: SparkContext, pd: RDD[PreparedData]): RDD[FeatureBasedModel]

    Definition Classes
    LAlgorithm → BaseAlgorithm
  31. final def wait(): Unit

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

Inherited from LModelAlgorithm[FeatureBasedModel, Query, Prediction]

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

Inherited from WithBaseQuerySerializer

Inherited from AbstractDoer

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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