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c

com.microsoft.azure.synapse.ml.policyeval

CressieReadInterval

class CressieReadInterval extends Aggregator[CressieReadIntervalInput, CressieReadIntervalBuffer, BanditEstimator] with Serializable with SynapseMLLogging

Cressie-Read with intervals off-policy evaluation metric.

Background http://www.machinedlearnings.com/2020/12/distributionally-robust-contextual.html

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Inherited
  1. CressieReadInterval
  2. SynapseMLLogging
  3. Logging
  4. Aggregator
  5. Serializable
  6. Serializable
  7. AnyRef
  8. Any
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Instance Constructors

  1. new CressieReadInterval(empiricalBounds: Boolean)

Value Members

  1. val alpha: Double
  2. val atol: Double
  3. def bufferEncoder: Encoder[CressieReadIntervalBuffer]
    Definition Classes
    CressieReadInterval → Aggregator
  4. def finish(acc: CressieReadIntervalBuffer): BanditEstimator
    Definition Classes
    CressieReadInterval → Aggregator
  5. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  6. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  7. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  8. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  9. def merge(acc1: CressieReadIntervalBuffer, acc2: CressieReadIntervalBuffer): CressieReadIntervalBuffer
    Definition Classes
    CressieReadInterval → Aggregator
  10. def outputEncoder: Encoder[BanditEstimator]
    Definition Classes
    CressieReadInterval → Aggregator
  11. def reduce(acc: CressieReadIntervalBuffer, x: CressieReadIntervalInput): CressieReadIntervalBuffer
    Definition Classes
    CressieReadInterval → Aggregator
  12. def toColumn: TypedColumn[CressieReadIntervalInput, BanditEstimator]
    Definition Classes
    Aggregator
  13. val uid: String
    Definition Classes
    CressieReadIntervalSynapseMLLogging
  14. def zero: CressieReadIntervalBuffer
    Definition Classes
    CressieReadInterval → Aggregator