NormContinuous

Normalization provides a basic framework for mapping input values to specific value ranges, usually the numeric range [0 .. 1]. Normalization is used, e.g., in neural networks and clustering models.

Defines how to normalize an input field by piecewise linear interpolation. The mapMissingTo attribute defines the value the output is to take if the input is missing. If the mapMissingTo attribute is not specified, then missing input values produce a missing result.

Linear Supertypes

NumericFieldExpression, FieldExpression, UnaryExpression, Expression, Evaluator, PmmlElement, Serializable, Serializable, HasExtensions, AnyRef, Any

Instance Constructors

new NormContinuous(linearNorms: Array[LinearNorm], field: Field, mapMissingTo: Option[Double], outliers: OutlierTreatmentMethod = OutlierTreatmentMethod.asIs)

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 categories: Array[Any]

Definition Classes
Expression
def child: FieldRef

Definition Classes
FieldExpression → UnaryExpression
final def children: Array[Expression]

Definition Classes
UnaryExpression → Expression
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate() @throws( ... )
def deeval(input: Any): Double

Definition Classes
NormContinuous → Expression
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def eval(series: Series): Double

Returns the result of evaluating this expression on a given input Series
Returns the result of evaluating this expression on a given input Series

Definition Classes
NormContinuous → NumericFieldExpression → FieldExpression → Expression → Evaluator
def eval(value: Any): Any

Definition Classes
Expression
def extensions: Seq[Extension]

Definition Classes
HasExtensions
val field: Field

Definition Classes
NormContinuous → FieldExpression
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@HotSpotIntrinsicCandidate()
def getDataField: Option[Field]

Definition Classes
FieldExpression → Expression
def hasExtensions: Boolean

Definition Classes
HasExtensions
def hashCode(): Int

Definition Classes
AnyRef → Any
Annotations
@HotSpotIntrinsicCandidate()
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val linearNorms: Array[LinearNorm]
val mapMissingTo: Option[Double]
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
final def notifyAll(): Unit

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
val outliers: OutlierTreatmentMethod
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(arg0: Long, arg1: Int): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... )

Deprecated Value Members

def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
Deprecated
(Since version ) see corresponding Javadoc for more information.

Related Doc: package transformations

class NormContinuous extends NumericFieldExpression

Instance Constructors

new NormContinuous(linearNorms: Array[LinearNorm], field: Field, mapMissingTo: Option[Double], outliers: OutlierTreatmentMethod = OutlierTreatmentMethod.asIs)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def categories: Array[Any]

def child: FieldRef

final def children: Array[Expression]

def clone(): AnyRef

def deeval(input: Any): Double

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def eval(series: Series): Double

def eval(value: Any): Any

def extensions: Seq[Extension]

val field: Field

final def getClass(): Class[_]

def getDataField: Option[Field]

def hasExtensions: Boolean

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

val linearNorms: Array[LinearNorm]

val mapMissingTo: Option[Double]

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val outliers: OutlierTreatmentMethod

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

def toString(): String

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

final def wait(arg0: Long): Unit

final def wait(): Unit

Deprecated Value Members

def finalize(): Unit

Inherited from NumericFieldExpression

Inherited from FieldExpression

Inherited from UnaryExpression

Inherited from Expression

Inherited from Evaluator

Inherited from PmmlElement

Inherited from Serializable

Inherited from Serializable

Inherited from HasExtensions

Inherited from AnyRef

Inherited from Any

Ungrouped