class SimpleRule extends Rule with HasScoreDistributions with PmmlElement
SimpleRule consists of an identifier, a predicate, a score and information on rule performance.
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Instance Constructors
- new SimpleRule(predicate: Predicate, scoreDistributions: ScoreDistributions, score: Any, id: Option[String] = None, recordCount: Option[Int] = None, nbCorrect: Option[Int] = None, confidence: Double = 1.0, weight: Double = 1.0)
- predicate
the condition upon which the rule fires. For more details on PREDICATE see the section on predicates in TreeModel. This explains how predicates are described and evaluated and how missing values are handled.
- scoreDistributions
Describes the distribution of the predicted value for instances where the rule fires in the training/test data.
- score
The predicted value when the rule fires.
- id
The value of id serves as a unique identifier for the rule. Must be unique within the ruleset.
- recordCount
The number of training/test instances on which the rule fired.
- nbCorrect
Indicates the number of training/test instances on which the rule fired and the prediction was correct.
- confidence
Indicates the confidence of the rule.
- weight
Indicates the relative importance of the rule. May or may not be equal to the confidence.
Value Members
- final def !=(arg0: Any): Boolean
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- val confidence: Double
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- def extensions: Seq[Extension]
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- def fire(series: Series): Array[SimpleRule]
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- SimpleRule → Rule
- def first(series: Series): Option[SimpleRule]
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- SimpleRule → Rule
- final def getClass(): Class[_ <: AnyRef]
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- @IntrinsicCandidate() @native()
- def getConfidence(value: Any): Double
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- HasScoreDistributions
- def getProbability(value: Any): Double
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- HasScoreDistributions
- def getScoreDistribution(value: Any): Option[ScoreDistribution]
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- HasScoreDistributions
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- val id: Option[String]
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- val nbCorrect: Option[Int]
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- val predicate: Predicate
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- SimpleRule → Rule
- def probabilities: Map[Any, Double]
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- HasScoreDistributions
- val recordCount: Option[Int]
- val score: Any
- val scoreDistributions: ScoreDistributions
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- SimpleRule → HasScoreDistributions
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- val weight: Double
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- def finalize(): Unit
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- Deprecated
(Since version 9)