MiningField

Instance Constructors

new MiningField(name: String, usageType: UsageType, opType: Option[OpType], importance: Option[Double] = None, outliers: OutlierTreatmentMethod = OutlierTreatmentMethod.asIs, lowValue: Option[Double] = None, highValue: Option[Double] = None, missingValueReplacement: Option[Any] = None, missingValueTreatment: Option[MissingValueTreatment] = None, invalidValueTreatment: InvalidValueTreatment = InvalidValueTreatment.returnInvalid, invalidValueReplacement: Option[Any] = None)

name
Symbolic name of field, must refer to a field in the scope of the parent of the MiningSchema's model element.
opType
The attribute value overrides the corresponding value in the DataField. That is, a DataField can be used with different optypes in different models. For example, a 0/1 indicator could be used as a numeric input field in a regression model while the same field is used as a categorical field in a tree model.
importance
States the relative importance of the field.
missingValueReplacement
If this attribute is specified then a missing input value is automatically replaced by the given value. That is, the model itself works as if the given value was found in the original input. For example the surrogate operator in TreeModel does not apply if the MiningField specifies a replacement value.
missingValueTreatment
This field is for information only.
invalidValueTreatment
Specifies how invalid input values are handled.

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 extensions: Seq[Extension]

Definition Classes
HasExtensions
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 hasExtensions: Boolean

Definition Classes
HasExtensions
def hashCode(): Int

Definition Classes
AnyRef → Any
val highValue: Option[Double]
val importance: Option[Double]

States the relative importance of the field.
val invalidValueReplacement: Option[Any]
val invalidValueTreatment: InvalidValueTreatment

Specifies how invalid input values are handled.
def isInput: Boolean

Tests whether this field is input, true for active and group that is used by the association model.
Tests whether this field is input, true for active and group that is used by the association model.

Definition Classes
HasUsageType
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def isTarget: Boolean

Tests whether this field is target, true for target and predicted
Tests whether this field is target, true for target and predicted

Definition Classes
HasUsageType
val lowValue: Option[Double]
val missingValueReplacement: Option[Any]

If this attribute is specified then a missing input value is automatically replaced by the given value.
If this attribute is specified then a missing input value is automatically replaced by the given value. That is, the model itself works as if the given value was found in the original input. For example the surrogate operator in TreeModel does not apply if the MiningField specifies a replacement value.
val missingValueTreatment: Option[MissingValueTreatment]

This field is for information only.
val name: String

Symbolic name of field, must refer to a field in the scope of the parent of the MiningSchema's model element.
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
val opType: Option[OpType]

The attribute value overrides the corresponding value in the DataField.
The attribute value overrides the corresponding value in the DataField. That is, a DataField can be used with different optypes in different models. For example, a 0/1 indicator could be used as a numeric input field in a regression model while the same field is used as a categorical field in a tree model.
val outliers: OutlierTreatmentMethod
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
val usageType: UsageType

Usage type
Usage type

Definition Classes
MiningField → HasUsageType
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 metadata

class MiningField extends HasUsageType with PmmlElement

Instance Constructors

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 extensions: Seq[Extension]

def finalize(): Unit

final def getClass(): Class[_]

def hasExtensions: Boolean

def hashCode(): Int

val highValue: Option[Double]

val importance: Option[Double]

val invalidValueReplacement: Option[Any]

val invalidValueTreatment: InvalidValueTreatment

def isInput: Boolean

final def isInstanceOf[T0]: Boolean

def isTarget: Boolean

val lowValue: Option[Double]

val missingValueReplacement: Option[Any]

val missingValueTreatment: Option[MissingValueTreatment]

val name: String

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val opType: Option[OpType]

val outliers: OutlierTreatmentMethod

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

def toString(): String

val usageType: UsageType

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from PmmlElement

Inherited from Serializable

Inherited from Serializable

Inherited from HasExtensions

Inherited from HasUsageType

Inherited from AnyRef

Inherited from Any

Ungrouped