org.pmml4s.model

AssociationAttributes

class AssociationAttributes extends ModelAttributes with HasAssociationAttributes

Linear Supertypes
HasAssociationAttributes, ModelAttributes, Serializable, Serializable, HasModelAttributes, AnyRef, Any
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  1. AssociationAttributes
  2. HasAssociationAttributes
  3. ModelAttributes
  4. Serializable
  5. Serializable
  6. HasModelAttributes
  7. AnyRef
  8. Any
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Instance Constructors

  1. new AssociationAttributes(attributes: ModelAttributes, numberOfTransactions: Int, minimumSupport: Double, minimumConfidence: Double, numberOfItems: Int, numberOfItemsets: Int, numberOfRules: Int, maxNumberOfItemsPerTA: Option[Int], avgNumberOfItemsPerTA: Option[Double], lengthLimit: Option[Int])

  2. new AssociationAttributes(numberOfTransactions: Int, minimumSupport: Double, minimumConfidence: Double, numberOfItems: Int, numberOfItemsets: Int, numberOfRules: Int, maxNumberOfItemsPerTA: Option[Int] = scala.None, avgNumberOfItemsPerTA: Option[Double] = scala.None, lengthLimit: Option[Int] = scala.None, functionName: MiningFunction = ..., modelName: Option[String] = scala.None, algorithmName: Option[String] = scala.None, isScorable: Boolean = true)

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. 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
    AssociationAttributesModelAttributesHasModelAttributes
  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. val avgNumberOfItemsPerTA: Option[Double]

    The average number of items contained in a transaction.

    The average number of items contained in a transaction.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final def eq(arg0: AnyRef): Boolean

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

    Definition Classes
    AnyRef → Any
  12. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  13. val functionName: MiningFunction

    Describe the kind of mining model, e.

    Describe the kind of mining model, e.g., whether it is intended to be used for clustering or for classification.

    Definition Classes
    AssociationAttributesModelAttributesHasModelAttributes
  14. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  15. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  16. def isAssociationRules: Boolean

    Tests if this is a association rules model.

    Tests if this is a association rules model.

    Definition Classes
    HasModelAttributes
  17. def isClassification: Boolean

    Tests if this is a classification model.

    Tests if this is a classification model.

    Definition Classes
    HasModelAttributes
  18. def isClustering: Boolean

    Tests if this is a clustering model.

    Tests if this is a clustering model.

    Definition Classes
    HasModelAttributes
  19. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  20. def isMixed: Boolean

    Tests if this is a mixed model.

    Tests if this is a mixed model.

    Definition Classes
    HasModelAttributes
  21. def isRegression: Boolean

    Tests if this is a regression model.

    Tests if this is a regression model.

    Definition Classes
    HasModelAttributes
  22. 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
    AssociationAttributesModelAttributesHasModelAttributes
  23. def isSequences: Boolean

    Tests if this is a sequences model.

    Tests if this is a sequences model.

    Definition Classes
    HasModelAttributes
  24. def isTimeSeries: Boolean

    Tests if this is a time series model.

    Tests if this is a time series model.

    Definition Classes
    HasModelAttributes
  25. val lengthLimit: Option[Int]

    The maximum number of items contained in a rule which was used to limit the number of rules.

    The maximum number of items contained in a rule which was used to limit the number of rules.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  26. val maxNumberOfItemsPerTA: Option[Int]

    The number of items contained in the largest transaction.

    The number of items contained in the largest transaction.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  27. val minimumConfidence: Double

    The minimum confidence value satisfied by all rules.

    The minimum confidence value satisfied by all rules. Confidence is calculated as (support (rule) / support(antecedent)).

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  28. val minimumSupport: Double

    The minimum relative support value (#supporting transactions / #total transactions) satisfied by all rules.

    The minimum relative support value (#supporting transactions / #total transactions) satisfied by all rules.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  29. 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
    AssociationAttributesModelAttributesHasModelAttributes
  30. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  31. final def notify(): Unit

    Definition Classes
    AnyRef
  32. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  33. val numberOfItems: Int

    The number of different items contained in the input data.

    The number of different items contained in the input data. This number may be greater than or equal to the number of items contained in the model. The value will be greater if any items in the input data are excluded from the model, as a consequence of not being referenced by the model.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  34. val numberOfItemsets: Int

    The number of itemsets contained in the model.

    The number of itemsets contained in the model.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  35. val numberOfRules: Int

    The number of rules contained in the model.

    The number of rules contained in the model.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  36. val numberOfTransactions: Int

    The number of transactions contained in the input data.

    The number of transactions contained in the input data.

    Definition Classes
    AssociationAttributesHasAssociationAttributes
  37. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  38. def toString(): String

    Definition Classes
    AnyRef → Any
  39. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  40. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  41. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasAssociationAttributes

Inherited from ModelAttributes

Inherited from Serializable

Inherited from Serializable

Inherited from HasModelAttributes

Inherited from AnyRef

Inherited from Any

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