class TreeAttributes extends ModelAttributes with HasTreeAttributes
Holds attributes of a Tree model
- Alphabetic
- By Inheritance
- TreeAttributes
- HasTreeAttributes
- ModelAttributes
- Serializable
- HasModelAttributes
- AnyRef
- Any
- Hide All
- Show All
- Public
- Protected
Instance Constructors
- new TreeAttributes(functionName: MiningFunction, modelName: Option[String] = None, algorithmName: Option[String] = None, isScorable: Boolean = true, missingValueStrategy: MissingValueStrategy = MissingValueStrategy.none, missingValuePenalty: Double = 1.0, noTrueChildStrategy: NoTrueChildStrategy = NoTrueChildStrategy.returnNullPrediction, splitCharacteristic: SplitCharacteristic = SplitCharacteristic.multiSplit)
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
- val algorithmName: Option[String]
The algorithm name is free-type and can be any description for the specific algorithm that produced the model.
The algorithm name is free-type and can be any description for the specific algorithm that produced the model. This attribute is for information only.
- Definition Classes
- TreeAttributes → ModelAttributes → HasModelAttributes
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @IntrinsicCandidate() @native()
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- val functionName: MiningFunction
Describe the kind of mining model, e.g., whether it is intended to be used for clustering or for classification.
Describe the kind of mining model, e.g., whether it is intended to be used for clustering or for classification.
- Definition Classes
- TreeAttributes → ModelAttributes → HasModelAttributes
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @IntrinsicCandidate() @native()
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @IntrinsicCandidate() @native()
- def isAssociationRules: Boolean
Tests if this is a association rules model.
Tests if this is a association rules model.
- Definition Classes
- HasModelAttributes
- def isClassification: Boolean
Tests if this is a classification model.
Tests if this is a classification model.
- Definition Classes
- HasModelAttributes
- def isClustering: Boolean
Tests if this is a clustering model.
Tests if this is a clustering model.
- Definition Classes
- HasModelAttributes
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def isMixed: Boolean
Tests if this is a mixed model.
Tests if this is a mixed model.
- Definition Classes
- HasModelAttributes
- def isRegression: Boolean
Tests if this is a regression model.
Tests if this is a regression model.
- Definition Classes
- HasModelAttributes
- val isScorable: Boolean
Indicates if the model is valid for scoring.
Indicates if the model is valid for scoring. If this attribute is true or if it is missing, then the model should be processed normally. However, if the attribute is false, then the model producer has indicated that this model is intended for information purposes only and should not be used to generate results.
- Definition Classes
- TreeAttributes → ModelAttributes → HasModelAttributes
- def isSequences: Boolean
Tests if this is a sequences model.
Tests if this is a sequences model.
- Definition Classes
- HasModelAttributes
- def isTimeSeries: Boolean
Tests if this is a time series model.
Tests if this is a time series model.
- Definition Classes
- HasModelAttributes
- val missingValuePenalty: Double
Defines a penalty applied to confidence calculation when missing value handling is performed.
Defines a penalty applied to confidence calculation when missing value handling is performed.
- Definition Classes
- TreeAttributes → HasTreeAttributes
- val missingValueStrategy: MissingValueStrategy
Defines a strategy for dealing with missing values.
Defines a strategy for dealing with missing values.
- Definition Classes
- TreeAttributes → HasTreeAttributes
- val modelName: Option[String]
Identifies the model with a unique name in the context of the PMML file.
Identifies the model with a unique name in the context of the PMML file. This attribute is not required. Consumers of PMML models are free to manage the names of the models at their discretion.
- Definition Classes
- TreeAttributes → ModelAttributes → HasModelAttributes
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- val noTrueChildStrategy: NoTrueChildStrategy
Defines what to do in situations where scoring cannot reach a leaf node.
Defines what to do in situations where scoring cannot reach a leaf node.
- Definition Classes
- TreeAttributes → HasTreeAttributes
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @IntrinsicCandidate() @native()
- val splitCharacteristic: SplitCharacteristic
Indicates whether non-leaf Nodes in the tree model have exactly two children, or an unrestricted number of children.
Indicates whether non-leaf Nodes in the tree model have exactly two children, or an unrestricted number of children. In the case of multiSplit, it means that each Node may have 0 or more child Nodes. In the case of binarySplit, it means that each Node must have either 0 or 2 child Nodes.
- Definition Classes
- TreeAttributes → HasTreeAttributes
- 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(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
Deprecated Value Members
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable]) @Deprecated
- Deprecated
(Since version 9)