ClusteringBuilder

Instance Constructors

new ClusteringBuilder()

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
def ??????: Nothing

?????? can be used for marking methods that never invoked
?????? can be used for marking methods that never invoked

Definition Classes
CommonBuilder
Exceptions thrown
final def asInstanceOf[T0]: T0

Definition Classes
Any
var attributes: ClusteringAttributes

Attributes
protected
Definition Classes
ClusteringBuilder → Builder
def build(reader: XMLEventReader, attrs: XmlAttrs, parent: Model): ClusteringModel

Builds a PMML model from a specified XML reader.
Builds a PMML model from a specified XML reader.

Definition Classes
ClusteringBuilder → Builder
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def defaultFieldScope: FieldScope

Attributes
protected
Definition Classes
Builder
val derivedFieldScope: MutableFieldScope[DerivedField]

Attributes
protected
Definition Classes
TransformationsBuilder
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def extHandler: (XMLEventReader, MetaData) ⇒ Option[Extension]

Definition Classes
ExtensionHandler
val extensions: ArrayBuffer[Extension]

Attributes
protected
Definition Classes
Builder
def extractArray(text: String): Array[String]

Attributes
protected
Definition Classes
Builder
def extractText(reader: XMLEventReader, parent: String): String

Definition Classes
XmlUtils
def field(name: String): Field

Returns the field of a given name.
Returns the field of a given name.

Definition Classes
TransformationsBuilder → HasField
Exceptions thrown
FieldNotFoundException if a field with the given name does not exist
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def function(name: String): Function

Definition Classes
FunctionProvider
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getField(name: String): Option[Field]

Returns the field of a given name, None if a field with the given name does not exist
Returns the field of a given name, None if a field with the given name does not exist

Definition Classes
Builder → TransformationsBuilder → HasField
def getFunction(name: String): Option[Function]

Definition Classes
Builder → TransformationsBuilder → FunctionProvider
def getTarget: Option[Field]

Definition Classes
Builder
def handleElem(reader: XMLEventReader, event: EvElemStart): Unit

Definition Classes
UnknownElemHandler
def handleElem(reader: XMLEventReader, label: String, attrs: MetaData = scala.xml.Null): Unit

Definition Classes
UnknownElemHandler
def hashCode(): Int

Definition Classes
AnyRef → Any
def inferDataType(feature: ResultFeature, targetField: Option[String]): DataType

Definition Classes
Builder
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
var localTransformations: Option[LocalTransformations]

Attributes
protected
Definition Classes
Builder
def makeArray(reader: XMLEventReader, attrs: XmlAttrs): Array[_]

Definition Classes
Builder
def makeAttributes(attrs: XmlAttrs): ClusteringAttributes

Extracts these common attributes from a model
Extracts these common attributes from a model

Attributes
protected
Definition Classes
ClusteringBuilder → Builder
def makeCategoricalPredictor(reader: XMLEventReader, attrs: MetaData): CategoricalPredictor

Definition Classes
TransformationsBuilder
def makeCluster(reader: XMLEventReader, attrs: MetaData): Cluster
def makeClusteringField(reader: XMLEventReader, attrs: MetaData): ClusteringField
def makeComparisonMeasure(reader: XMLEventReader, attrs: MetaData): ComparisonMeasure

Definition Classes
Builder
def makeContinuousDistribution(reader: XMLEventReader, event: EvElemStart): ContinuousDistribution

Attributes
protected
Definition Classes
Builder
def makeDefineFunction(reader: XMLEventReader, attrs: XmlAttrs): DefineFunction

Definition Classes
TransformationsBuilder
def makeDerivedField(reader: XMLEventReader, attrs: XmlAttrs): DerivedField

Definition Classes
TransformationsBuilder
def makeElem[T](reader: XMLEventReader, event: EvElemStart, builder: GroupElemBuilder[T]): T

Definition Classes
XmlUtils
def makeElem[A, B](reader: XMLEventReader, parent: String, child1: String, builder1: ElemBuilder[A], child2: String, builder2: ElemBuilder[B]): (Option[A], Option[B])

Definition Classes
XmlUtils
def makeElem[T](reader: XMLEventReader, parent: String, child: String, builder: ElemBuilder[T]): Option[T]

Definition Classes
XmlUtils
def makeElem[T](reader: XMLEventReader, event: EvElemStart, builder: ElemBuilder[T]): T

Definition Classes
XmlUtils
def makeElem[T](reader: XMLEventReader, attrs: MetaData, builder: ElemBuilder[T]): T

Definition Classes
XmlUtils
def makeElems[T](reader: XMLEventReader, parent: String, children: Set[String], builder: GroupElemBuilder[T])(implicit arg0: ClassTag[T]): Array[T]

Definition Classes
XmlUtils
def makeElems[A, B](reader: XMLEventReader, parent: String, child1: String, builder1: ElemBuilder[A], child2: String, builder2: ElemBuilder[B])(implicit arg0: ClassTag[A], arg1: ClassTag[B]): (Array[A], Array[B])

Definition Classes
XmlUtils
def makeElems[T](reader: XMLEventReader, parent: String, child: String, builder: ElemBuilder[T], sizeHint: Option[Int] = None)(implicit arg0: ClassTag[T]): Array[T]

Definition Classes
XmlUtils
def makeExpression(reader: XMLEventReader, event: EvElemStart, scope: FieldScope): Expression

Definition Classes
TransformationsBuilder
def makeFieldRef(reader: XMLEventReader, attrs: MetaData, scope: FieldScope): FieldRef

Definition Classes
TransformationsBuilder
def makeIntArray(reader: XMLEventReader, attrs: XmlAttrs): Array[Int]

Definition Classes
Builder
def makeIntSparseArray(reader: XMLEventReader, attrs: XmlAttrs): SparseVector[Int]

Definition Classes
Builder
def makeInterval(reader: XMLEventReader, attrs: XmlAttrs): Interval

Definition Classes
CommonBuilder
def makeLocalTransformations(reader: XMLEventReader): LocalTransformations

Parses the local transformations
Parses the local transformations

Definition Classes
TransformationsBuilder
def makeMatrix(reader: XMLEventReader, attrs: XmlAttrs): Matrix

Definition Classes
Builder
def makeMiningSchema(reader: XMLEventReader): MiningSchema

Parses the mining fields under MiningSchema
Parses the mining fields under MiningSchema

Attributes
protected
Definition Classes
Builder
def makeMissingValueWeights(reader: XMLEventReader): MissingValueWeights
def makeModelExplanation(reader: XMLEventReader): Option[ModelExplanation]

Attributes
protected
Definition Classes
Builder
def makeModelStats(reader: XMLEventReader): Option[ModelStats]

Attributes
protected
Definition Classes
Builder
def makeModelVerification(reader: XMLEventReader, attrs: MetaData): Option[ModelVerification]

Attributes
protected
Definition Classes
Builder
def makeOutput(reader: XMLEventReader): Option[Output]

Parses the output fields
Parses the output fields

Attributes
protected
Definition Classes
Builder
def makePartition(reader: XMLEventReader, attrs: XmlAttrs): Partition

Definition Classes
Builder
def makePredicate(reader: XMLEventReader, event: EvElemStart): Predicate

Parses one of predicates: SimplePredicate, CompoundPredicate, SimpleSetPredicate, True, or False
Parses one of predicates: SimplePredicate, CompoundPredicate, SimpleSetPredicate, True, or False

Attributes
protected
Definition Classes
Builder
def makeRealArray(reader: XMLEventReader, attrs: XmlAttrs): Array[Double]

Definition Classes
Builder
def makeRealSparseArray(reader: XMLEventReader, attrs: XmlAttrs): SparseVector[Double]

Definition Classes
Builder
def makeScoreDistribution(reader: XMLEventReader, attrs: MetaData): ScoreDistribution

Attributes
protected
Definition Classes
Builder
def makeStringArray(reader: XMLEventReader, attrs: XmlAttrs): Array[String]

Definition Classes
Builder
def makeTable(reader: XMLEventReader, event: EvElemStart, dataTypes: Map[String, DataType] = Map.empty): Table

Definition Classes
TransformationsBuilder
def makeTargets(reader: XMLEventReader): Option[Targets]

Parses the targets
Parses the targets

Attributes
protected
Definition Classes
Builder
def makeTransformationDictionary(reader: XMLEventReader): TransformationDictionary

Parses the transformation dictionary.
Parses the transformation dictionary.

Definition Classes
TransformationsBuilder
def makeValue(reader: XMLEventReader, attrs: XmlAttrs): Value

Definition Classes
CommonBuilder
var miningSchema: MiningSchema

Attributes
protected
Definition Classes
Builder
var modelExplanation: Option[ModelExplanation]

Attributes
protected
Definition Classes
Builder
var modelStats: Option[ModelStats]

Attributes
protected
Definition Classes
Builder
var modelVerification: Option[ModelVerification]

Attributes
protected
Definition Classes
Builder
def name: String

Name of the builder.
Name of the builder.

Definition Classes
ClusteringBuilder → Builder
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def nextLabel(reader: XMLEventReader): XMLEvent

Definition Classes
XmlBase
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
var output: Option[Output]

Attributes
protected
Definition Classes
Builder
val outputFieldScope: MutableFieldScope[OutputField]

OutputField with feature="transformedValue" in a PMML model can refer to some field after it
OutputField with feature="transformedValue" in a PMML model can refer to some field after it

Attributes
protected
Definition Classes
Builder
var parent: Model

Attributes
protected
Definition Classes
Builder
def postBuild(): Unit

Definition Classes
Builder
val provider: MutableFunctionProvider

Attributes
protected
Definition Classes
TransformationsBuilder
def scope: FieldScope

Definition Classes
TransformationsBuilder → HasFieldScope
def skipLabel(reader: XMLEventReader): Unit

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

Definition Classes
AnyRef
def target: Field

Definition Classes
Builder
var targets: Option[Targets]

Attributes
protected
Definition Classes
Builder
def toString(): String

Definition Classes
AnyRef → Any
def toVal(s: String, dataType: DataType): Any

Definition Classes
CommonBuilder
def traverseElems(reader: XMLEventReader, parent: String, f: PartialFunction[XMLEvent, Any], handleText: Boolean = false, handleEnd: Boolean = false, handleEntityRef: Boolean = false, handleExtension: Boolean = false): Any

Definition Classes
XmlUtils
def traverseModel(reader: XMLEventReader, parent: String, f: PartialFunction[XMLEvent, Any]): Any

Definition Classes
Builder
def verifyScore(s: String): Any

Definition Classes
Builder
def verifyValue(s: String, f: Field): Any

Verifies if the input sting values is valid for the specified field, here, we need to check if the field is null, because this method is always called to verify the target field that could be absent for any model, for example the child model under the Mining Model.
Verifies if the input sting values is valid for the specified field, here, we need to check if the field is null, because this method is always called to verify the target field that could be absent for any model, for example the child model under the Mining Model.

Definition Classes
CommonBuilder
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( ... )
lazy val wrappedFields: ArrayBuffer[WrappedField]

Attributes
protected
Definition Classes
Builder

Related Doc: package xml

class ClusteringBuilder extends Builder[ClusteringModel]

Instance Constructors

new ClusteringBuilder()

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

def ??????: Nothing

final def asInstanceOf[T0]: T0

var attributes: ClusteringAttributes

def build(reader: XMLEventReader, attrs: XmlAttrs, parent: Model): ClusteringModel

def clone(): AnyRef

def defaultFieldScope: FieldScope

val derivedFieldScope: MutableFieldScope[DerivedField]

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def extHandler: (XMLEventReader, MetaData) ⇒ Option[Extension]

val extensions: ArrayBuffer[Extension]

def extractArray(text: String): Array[String]

def extractText(reader: XMLEventReader, parent: String): String

def field(name: String): Field

def finalize(): Unit

def function(name: String): Function

final def getClass(): Class[_]

def getField(name: String): Option[Field]

def getFunction(name: String): Option[Function]

def getTarget: Option[Field]

def handleElem(reader: XMLEventReader, event: EvElemStart): Unit

def handleElem(reader: XMLEventReader, label: String, attrs: MetaData = scala.xml.Null): Unit

def hashCode(): Int

def inferDataType(feature: ResultFeature, targetField: Option[String]): DataType

final def isInstanceOf[T0]: Boolean

var localTransformations: Option[LocalTransformations]

def makeArray(reader: XMLEventReader, attrs: XmlAttrs): Array[_]

def makeAttributes(attrs: XmlAttrs): ClusteringAttributes

def makeCategoricalPredictor(reader: XMLEventReader, attrs: MetaData): CategoricalPredictor

def makeCluster(reader: XMLEventReader, attrs: MetaData): Cluster

def makeClusteringField(reader: XMLEventReader, attrs: MetaData): ClusteringField

def makeComparisonMeasure(reader: XMLEventReader, attrs: MetaData): ComparisonMeasure

def makeContinuousDistribution(reader: XMLEventReader, event: EvElemStart): ContinuousDistribution

def makeDefineFunction(reader: XMLEventReader, attrs: XmlAttrs): DefineFunction

def makeDerivedField(reader: XMLEventReader, attrs: XmlAttrs): DerivedField

def makeElem[T](reader: XMLEventReader, event: EvElemStart, builder: GroupElemBuilder[T]): T

def makeElem[A, B](reader: XMLEventReader, parent: String, child1: String, builder1: ElemBuilder[A], child2: String, builder2: ElemBuilder[B]): (Option[A], Option[B])

def makeElem[T](reader: XMLEventReader, parent: String, child: String, builder: ElemBuilder[T]): Option[T]

def makeElem[T](reader: XMLEventReader, event: EvElemStart, builder: ElemBuilder[T]): T

def makeElem[T](reader: XMLEventReader, attrs: MetaData, builder: ElemBuilder[T]): T

def makeElems[T](reader: XMLEventReader, parent: String, children: Set[String], builder: GroupElemBuilder[T])(implicit arg0: ClassTag[T]): Array[T]

def makeElems[A, B](reader: XMLEventReader, parent: String, child1: String, builder1: ElemBuilder[A], child2: String, builder2: ElemBuilder[B])(implicit arg0: ClassTag[A], arg1: ClassTag[B]): (Array[A], Array[B])

def makeElems[T](reader: XMLEventReader, parent: String, child: String, builder: ElemBuilder[T], sizeHint: Option[Int] = None)(implicit arg0: ClassTag[T]): Array[T]

def makeExpression(reader: XMLEventReader, event: EvElemStart, scope: FieldScope): Expression

def makeFieldRef(reader: XMLEventReader, attrs: MetaData, scope: FieldScope): FieldRef

def makeIntArray(reader: XMLEventReader, attrs: XmlAttrs): Array[Int]

def makeIntSparseArray(reader: XMLEventReader, attrs: XmlAttrs): SparseVector[Int]

def makeInterval(reader: XMLEventReader, attrs: XmlAttrs): Interval

def makeLocalTransformations(reader: XMLEventReader): LocalTransformations

def makeMatrix(reader: XMLEventReader, attrs: XmlAttrs): Matrix

def makeMiningSchema(reader: XMLEventReader): MiningSchema

def makeMissingValueWeights(reader: XMLEventReader): MissingValueWeights

def makeModelExplanation(reader: XMLEventReader): Option[ModelExplanation]

def makeModelStats(reader: XMLEventReader): Option[ModelStats]

def makeModelVerification(reader: XMLEventReader, attrs: MetaData): Option[ModelVerification]

def makeOutput(reader: XMLEventReader): Option[Output]

def makePartition(reader: XMLEventReader, attrs: XmlAttrs): Partition

def makePredicate(reader: XMLEventReader, event: EvElemStart): Predicate

def makeRealArray(reader: XMLEventReader, attrs: XmlAttrs): Array[Double]

def makeRealSparseArray(reader: XMLEventReader, attrs: XmlAttrs): SparseVector[Double]

def makeScoreDistribution(reader: XMLEventReader, attrs: MetaData): ScoreDistribution

def makeStringArray(reader: XMLEventReader, attrs: XmlAttrs): Array[String]

def makeTable(reader: XMLEventReader, event: EvElemStart, dataTypes: Map[String, DataType] = Map.empty): Table

def makeTargets(reader: XMLEventReader): Option[Targets]

def makeTransformationDictionary(reader: XMLEventReader): TransformationDictionary

def makeValue(reader: XMLEventReader, attrs: XmlAttrs): Value

var miningSchema: MiningSchema

var modelExplanation: Option[ModelExplanation]

var modelStats: Option[ModelStats]

var modelVerification: Option[ModelVerification]

def name: String