Class

ai.minxiao.ds4s.core.h2o.prediction

H2OPredictor

Related Doc: package prediction

Permalink

class H2OPredictor extends Serializable

H2OPredictor

load a pre-trained h2o pojo/mojo model and add a prediction function

Annotations
@SerialVersionUID()
Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
H2OSparkPredictor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OPredictor
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OPredictor(tp: String = "mojo", src: String)

    Permalink

    load a trained model with a type and source (name/path).

    load a trained model with a type and source (name/path).

    tp

    the model's type: mojo vs pojo

    src

    the name/path of the pojo/mojo

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 clone(): AnyRef

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

  6. lazy val easyModel: EasyPredictModelWrapper

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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

  10. lazy val genModel: GenModel

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  14. val modelCategory: ModelCategory

    Permalink

  15. lazy val names: Array[String]

    Permalink

    feature and response column names

    feature and response column names

    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  19. def predict(rowData: RowData): (String, Double)

    Permalink

    predict on each RowData

    predict on each RowData

    returns

    Tuple2[String, Double]: String: class/cluster/low-dimension-string/regression-value-string Double: confidence score if applicable

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

    Permalink
    Definition Classes
    AnyRef

  21. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  22. final def wait(): Unit

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

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

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

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

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

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped