PredictDataSetOperation

Type class for the predict operation of Predictor. This predict operation works on DataSets.

Predictors either have to implement this trait or the PredictOperation trait. The implementation has to be made available as an implicit value or function in the scope of their companion objects.

The first type parameter is the type of the implementing Predictor class so that the Scala compiler includes the companion object of this class in the search scope for the implicit values.

Self: Type of Predictor implementing class
Testing: Type of testing data
Prediction: Type of predicted data

Linear Supertypes

Serializable, Serializable, AnyRef, Any

Abstract Value Members

abstract def predictDataSet(instance: Self, predictParameters: ParameterMap, input: DataSet[Testing]): DataSet[Prediction]

Calculates the predictions for all elements in the DataSet input
Calculates the predictions for all elements in the DataSet input
instance
The Predictor instance that we will use to make the predictions
predictParameters
The parameters for the prediction
input
The DataSet containing the unlabeled examples

Concrete Value Members

final def !=(arg0: Any): Boolean

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

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

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

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

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

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

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package pipeline

trait PredictDataSetOperation[Self, Testing, Prediction] extends Serializable

Abstract Value Members

abstract def predictDataSet(instance: Self, predictParameters: ParameterMap, input: DataSet[Testing]): DataSet[Prediction]

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped