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

Linear Supertypes

SynapseMLLogging, Logging, Aggregator[CressieReadIntervalInput, CressieReadIntervalBuffer, BanditEstimator], Serializable, Serializable, AnyRef, Any

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Inherited

CressieReadInterval
SynapseMLLogging
Logging
Aggregator
Serializable
Serializable
AnyRef
Any

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Visibility

Public
All

Instance Constructors

new CressieReadInterval(empiricalBounds: Boolean)

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 alpha: Double
final def asInstanceOf[T0]: T0

Definition Classes
Any
val atol: Double
def bufferEncoder: Encoder[CressieReadIntervalBuffer]

Definition Classes
CressieReadInterval → Aggregator
def clone(): AnyRef

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

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

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def finish(acc: CressieReadIntervalBuffer): BanditEstimator

Definition Classes
CressieReadInterval → Aggregator
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@native()
def hashCode(): Int

Definition Classes
AnyRef → Any
Annotations
@native()
def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

Attributes
protected
Definition Classes
Logging
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

Attributes
protected
Definition Classes
Logging
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
def log: Logger

Attributes
protected
Definition Classes
Logging
def logBase(info: SynapseMLLogInfo): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logBase(methodName: String, columns: Option[Int]): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logClass(): Unit

Definition Classes
SynapseMLLogging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logErrorBase(methodName: String, e: Exception): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logFit[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logTrain[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logTransform[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

Definition Classes
SynapseMLLogging
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def merge(acc1: CressieReadIntervalBuffer, acc2: CressieReadIntervalBuffer): CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator
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 outputEncoder: Encoder[BanditEstimator]

Definition Classes
CressieReadInterval → Aggregator
def reduce(acc: CressieReadIntervalBuffer, x: CressieReadIntervalInput): CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toColumn: TypedColumn[CressieReadIntervalInput, BanditEstimator]

Definition Classes
Aggregator
def toString(): String

Definition Classes
AnyRef → Any
val uid: String

Definition Classes
CressieReadInterval → SynapseMLLogging
final def wait(): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... ) @native()
def zero: CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator

Inherited from SynapseMLLogging

Value Members

def logBase(info: SynapseMLLogInfo): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logBase(methodName: String, columns: Option[Int]): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logClass(): Unit

Definition Classes
SynapseMLLogging
def logErrorBase(methodName: String, e: Exception): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logFit[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logTrain[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logTransform[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

Definition Classes
SynapseMLLogging

Inherited from Logging

Value Members

def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

Attributes
protected
Definition Classes
Logging
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

Attributes
protected
Definition Classes
Logging
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
def log: Logger

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging

Inherited from Aggregator[CressieReadIntervalInput, CressieReadIntervalBuffer, BanditEstimator]

Value Members

def toColumn: TypedColumn[CressieReadIntervalInput, BanditEstimator]

Definition Classes
Aggregator

Inherited from AnyRef

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
def clone(): AnyRef

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

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

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@native()
def hashCode(): Int

Definition Classes
AnyRef → Any
Annotations
@native()
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()
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

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

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

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

Definition Classes
AnyRef
Annotations
@throws( ... ) @native()

Inherited from Any

Value Members

final def asInstanceOf[T0]: T0

Definition Classes
Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any

Ungrouped

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 alpha: Double
final def asInstanceOf[T0]: T0

Definition Classes
Any
val atol: Double
def bufferEncoder: Encoder[CressieReadIntervalBuffer]

Definition Classes
CressieReadInterval → Aggregator
def clone(): AnyRef

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

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

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
def finish(acc: CressieReadIntervalBuffer): BanditEstimator

Definition Classes
CressieReadInterval → Aggregator
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
Annotations
@native()
def hashCode(): Int

Definition Classes
AnyRef → Any
Annotations
@native()
def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

Attributes
protected
Definition Classes
Logging
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

Attributes
protected
Definition Classes
Logging
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
def log: Logger

Attributes
protected
Definition Classes
Logging
def logBase(info: SynapseMLLogInfo): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logBase(methodName: String, columns: Option[Int]): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logClass(): Unit

Definition Classes
SynapseMLLogging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logErrorBase(methodName: String, e: Exception): Unit

Attributes
protected
Definition Classes
SynapseMLLogging
def logFit[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logTrain[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logTransform[T](f: ⇒ T, columns: Int): T

Definition Classes
SynapseMLLogging
def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

Definition Classes
SynapseMLLogging
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def merge(acc1: CressieReadIntervalBuffer, acc2: CressieReadIntervalBuffer): CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator
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 outputEncoder: Encoder[BanditEstimator]

Definition Classes
CressieReadInterval → Aggregator
def reduce(acc: CressieReadIntervalBuffer, x: CressieReadIntervalInput): CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toColumn: TypedColumn[CressieReadIntervalInput, BanditEstimator]

Definition Classes
Aggregator
def toString(): String

Definition Classes
AnyRef → Any
val uid: String

Definition Classes
CressieReadInterval → SynapseMLLogging
final def wait(): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... ) @native()
def zero: CressieReadIntervalBuffer

Definition Classes
CressieReadInterval → Aggregator

Packages

CressieReadInterval 

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

Instance Constructors

Value Members

Inherited from SynapseMLLogging

Value Members

Inherited from Logging

Value Members

Inherited from Aggregator[CressieReadIntervalInput, CressieReadIntervalBuffer, BanditEstimator]

Value Members

Inherited from AnyRef

Value Members

Inherited from Any

Value Members

Ungrouped

CressieReadInterval