class OutputField extends AbstractField with PmmlElement
OutputField elements specify names, types and rules for calculating specific result features. This information can be used while writing an output table.
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- OutputField
- PmmlElement
- HasExtensions
- AbstractField
- Field
- Attribute
- ValueIndexer
- HasIntervals
- HasValidValues
- HasInvalidValues
- HasMissingValues
- HasLabels
- HasOpType
- HasDataType
- DataTypeLike
- Serializable
- AnyRef
- Any
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Instance Constructors
- new OutputField(name: String, displayName: Option[String], dataType: DataType, opType: OpType, feature: ResultFeature = ResultFeature.predictedValue, targetField: Option[String] = None, value: Option[Any] = None, ruleFeature: RuleFeature = RuleFeature.consequent, algorithm: Algorithm = Algorithm.exclusiveRecommendation, rank: Int = 1, rankBasis: RankBasis = RankBasis.confidence, rankOrder: RankOrder = RankOrder.descending, isMultiValued: Boolean = false, segmentId: Option[String] = None, isFinalResult: Boolean = true, decisions: Option[Decisions] = None, expr: Option[Expression] = None)
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
- var _attribute: Attribute
An internal attribute could be changed.
An internal attribute could be changed.
- Attributes
- protected
- Definition Classes
- AbstractField
- var _index: Int
Index of the field in the input series.
Index of the field in the input series.
- Attributes
- protected
- Definition Classes
- AbstractField
- var _referenced: Boolean
A flag if the field is referenced in the model.
A flag if the field is referenced in the model.
- Attributes
- protected
- Definition Classes
- AbstractField
- def accepts(other: DataType): Boolean
Returns true if
otheris an acceptable input type for a function that expects this.Returns true if
otheris an acceptable input type for a function that expects this.- Definition Classes
- DataTypeLike
- val algorithm: Algorithm
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def attrType: AttributeType
Attribute type.
- def attribute: Attribute
Attribute of the field.
Attribute of the field.
- Definition Classes
- AbstractField → Field
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- def criterion: (Algorithm, RankBasis, RankOrder)
- val dataType: DataType
Returns the data type of field.
Returns the data type of field.
- Definition Classes
- OutputField → DataTypeLike
- val decisions: Option[Decisions]
- def decode(index: Int): Any
- Definition Classes
- Field → ValueIndexer
- val displayName: Option[String]
Display name of the field.
Display name of the field. None if it is not set.
- Definition Classes
- OutputField → Field
- def encode(value: Any): Double
- Definition Classes
- Field → ValueIndexer
- def encode(series: Series): Double
Encodes the value of the field in the input series.
Encodes the value of the field in the input series.
- Definition Classes
- Field
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- val expr: Option[Expression]
- def extensions: Seq[Extension]
- Definition Classes
- HasExtensions
- val feature: ResultFeature
- def fieldType: FieldType
Field type.
Field type.
- Definition Classes
- OutputField → Field
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable])
- def get(series: Series): Any
Retrieve its value from the specified series, return null if missing
Retrieve its value from the specified series, return null if missing
- Definition Classes
- AbstractField → Field
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def getDouble(series: Series): Double
Retrieve its value as double from the specified series, return Double.NaN if missing.
Retrieve its value as double from the specified series, return Double.NaN if missing.
- Definition Classes
- Field
- def getLabel(value: Any): Option[String]
- def hasExtensions: Boolean
- Definition Classes
- HasExtensions
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def index: Int
Index of the field in the input series.
Index of the field in the input series.
- Definition Classes
- AbstractField → Field
- def indexDefined: Boolean
Tests if the index of this field is defined
Tests if the index of this field is defined
- Definition Classes
- Field
- def index_=(i: Int): Unit
Sets the index of this field.
Sets the index of this field.
- Definition Classes
- AbstractField → Field
- def intervals: Array[Interval]
- Definition Classes
- Field → HasIntervals
- def invalidValues: Set[Any]
- Definition Classes
- Field → HasInvalidValues
- def isBinary: Boolean
Tests whether this field is binary, that is categorical and it contains exactly two valid values.
Tests whether this field is binary, that is categorical and it contains exactly two valid values.
- Definition Classes
- Field → HasValidValues
- def isCategorical: Boolean
Tests whether this field is categorical (nominal or ordinal).
Tests whether this field is categorical (nominal or ordinal).
- Definition Classes
- HasOpType
- def isContinuous: Boolean
Tests whether this field is continuous.
Tests whether this field is continuous.
- Definition Classes
- HasOpType
- def isDataField: Boolean
Tests if the field is a data field.
Tests if the field is a data field.
- Definition Classes
- Field
- def isDate: Boolean
- Definition Classes
- DataTypeLike
- def isDateTime: Boolean
- Definition Classes
- DataTypeLike
- def isDerivedField: Boolean
Tests if the field is a derived field.
Tests if the field is a derived field.
- Definition Classes
- Field
- def isDouble: Boolean
- Definition Classes
- DataTypeLike
- val isFinalResult: Boolean
- def isFloat: Boolean
- Definition Classes
- DataTypeLike
- def isIn(value: Any): Boolean
- Definition Classes
- HasIntervals
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def isInvalidValue(value: Any): Boolean
- Definition Classes
- Field → HasInvalidValues
- def isMissing(series: Series): Boolean
Tests if its value is missing from the specified series.
Tests if its value is missing from the specified series.
- Definition Classes
- Field
- def isMissingValue(value: Any): Boolean
- Definition Classes
- Field → HasMissingValues
- val isMultiValued: Boolean
- def isMutable: Boolean
- def isNominal: Boolean
Tests whether this field is nominal.
Tests whether this field is nominal.
- Definition Classes
- HasOpType
- def isNumeric: Boolean
- Definition Classes
- DataTypeLike
- def isOrdinal: Boolean
Tests whether this field is ordinal.
Tests whether this field is ordinal.
- Definition Classes
- HasOpType
- def isReal: Boolean
- Definition Classes
- DataTypeLike
- def isString: Boolean
- Definition Classes
- DataTypeLike
- def isSysMissing(value: Any): Boolean
- Definition Classes
- HasMissingValues
- def isTime: Boolean
- Definition Classes
- DataTypeLike
- def isTimestamp: Boolean
- Definition Classes
- DataTypeLike
- def isValidValue(value: Any): Boolean
- Definition Classes
- Field → HasValidValues
- def labels: Map[Any, String]
- def missingValues: Set[Any]
- Definition Classes
- Field → HasMissingValues
- val name: String
Name of the field.
Name of the field.
- Definition Classes
- OutputField → Field
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- def numCategories: Int
- Definition Classes
- Field → HasValidValues
- val opType: OpType
Operational type.
Operational type.
- Definition Classes
- OutputField → HasOpType
- val rank: Int
- val rankBasis: RankBasis
- val rankOrder: RankOrder
- def referenced: Boolean
Tests if the field is referenced in the model element.
Tests if the field is referenced in the model element.
- Definition Classes
- AbstractField → Field
- def referenced_=(r: Boolean): Unit
Sets the referenced flag of the field.
Sets the referenced flag of the field.
- Definition Classes
- AbstractField → Field
- val ruleFeature: RuleFeature
- val segmentId: Option[String]
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- val targetField: Option[String]
- def toAttribute: Attribute
- def toImmutable(): OutputField.this.type
Converts to an immutable attribute if it's mutable.
Converts to an immutable attribute if it's mutable.
- Definition Classes
- AbstractField → Field
- def toString(): String
- Definition Classes
- OutputField → AnyRef → Any
- def toVal(s: String): Any
Converts a string to the corresponding value based on its data type.
Converts a string to the corresponding value based on its data type.
- Definition Classes
- Field
- Exceptions thrown
java.lang.NumberFormatException- If the string does not contain a parsable number if dataType is numeric
- def toValOption(s: String): Option[Any]
Converts a string to the corresponding value based on its data type.
Converts a string to the corresponding value based on its data type.
- returns
None if any error occurs
- Definition Classes
- Field
- def validValues: Array[Any]
- Definition Classes
- Field → HasValidValues
- val value: Option[Any]
- def valuesAsString: String
- Definition Classes
- Attribute
- 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()