Class/Object

com.github.cloudml.zen.ml.recommendation

FMModel

Related Docs: object FMModel | package recommendation

Permalink

class FMModel extends Serializable with Saveable

Linear Supertypes
Saveable, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. FMModel
  2. Saveable
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
  1. Hide All
  2. Show all
Visibility
  1. Public
  2. All

Instance Constructors

  1. new FMModel(k: Int, intercept: ED, classification: Boolean, factors: RDD[(Long, VD)])

    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. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def auc(scoreAndLabels: RDD[(Double, Double)]): Double

    Permalink

  6. val classification: Boolean

    Permalink

  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. val factors: RDD[(Long, VD)]

    Permalink

  11. def finalize(): Unit

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

  12. def formatVersion: String

    Permalink
    Attributes
    protected
    Definition Classes
    FMModel → Saveable

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

    Permalink
    Definition Classes
    AnyRef → Any

  14. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  15. val intercept: ED

    Permalink

  16. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  17. val k: Int

    Permalink

  18. def loss(data: RDD[(Long, LabeledPoint)]): Double

    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 predict(data: RDD[(Long, Vector)]): RDD[(Long, ED)]

    Permalink

  23. def rmse(scoreAndLabels: RDD[(Double, Double)]): Double

    Permalink

  24. def save(sc: SparkContext, path: String): Unit

    Permalink
    Definition Classes
    FMModel → Saveable

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

    Permalink
    Definition Classes
    AnyRef

  26. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  27. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Saveable

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped