class RegressionBuilder extends Builder[RegressionModel]
Builder of Regression model.
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Inherited
- RegressionBuilder
- Builder
- TransformationsBuilder
- FunctionProvider
- HasFieldScope
- FieldScope
- HasField
- CommonBuilder
- UnknownElemHandler
- ExtensionHandler
- XmlUtils
- XmlBase
- AnyRef
- Any
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Visibility
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Instance Constructors
- new RegressionBuilder()
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: RegressionAttributes
- Attributes
- protected
- Definition Classes
- RegressionBuilder → Builder
- def build(reader: XMLEventReader, attrs: XmlAttrs, parent: Model): RegressionModel
Builds a Regression model from a specified XML reader, which points the element <RegressionModel>
Builds a Regression model from a specified XML reader, which points the element <RegressionModel>
- Definition Classes
- RegressionBuilder → Builder
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- 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: AnyRef): 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
FieldNotFoundExceptionif a field with the given name does not exist
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable])
- def function(name: String): Function
- Definition Classes
- FunctionProvider
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- 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
- Annotations
- @native()
- def inferDataType(feature: ResultFeature, targetField: Option[String]): DataType
- Definition Classes
- Builder
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- val localTransformations: Option[LocalTransformations]
- Attributes
- protected
- Definition Classes
- Builder
- def makeArray(reader: XMLEventReader, attrs: XmlAttrs): Array[_]
- Definition Classes
- Builder
- def makeAttributes(attrs: XmlAttrs): RegressionAttributes
Extracts these common attributes from a model
Extracts these common attributes from a model
- Definition Classes
- RegressionBuilder → Builder
- def makeCategoricalPredictor(reader: XMLEventReader, attrs: MetaData): CategoricalPredictor
- Definition Classes
- TransformationsBuilder
- 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 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
- val miningSchema: MiningSchema
- Attributes
- protected
- Definition Classes
- Builder
- val modelExplanation: Option[ModelExplanation]
- Attributes
- protected
- Definition Classes
- Builder
- val modelStats: Option[ModelStats]
- Attributes
- protected
- Definition Classes
- Builder
- val modelVerification: Option[ModelVerification]
- Attributes
- protected
- Definition Classes
- Builder
- def name: String
Name of the builder
Name of the builder
- Definition Classes
- RegressionBuilder → 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
- Annotations
- @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- val 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
- val 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
- val 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(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- lazy val wrappedFields: ArrayBuffer[WrappedField]
- Attributes
- protected
- Definition Classes
- Builder