CMSParams

Configuration parameters for CMS.

K: The type used to identify the elements to be counted.
hashes: Pair-wise independent hashes functions. We need N=depth such functions (depth can be derived from delta).
eps: One-sided error bound on the error of each point query, i.e. frequency estimate.
delta: A bound on the probability that a query estimate does not lie within some small interval (an interval that depends on eps) around the truth.
maxExactCountOpt: An Option parameter about how many exact counts a sparse CMS wants to keep.

Linear Supertypes

Serializable, Serializable, Product, Equals, AnyRef, Any

Instance Constructors

new CMSParams(hashes: Seq[CMSHash[K]], eps: Double, delta: Double, maxExactCountOpt: Option[Int] = None)

hashes
Pair-wise independent hashes functions. We need N=depth such functions (depth can be derived from delta).
eps
One-sided error bound on the error of each point query, i.e. frequency estimate.
delta
A bound on the probability that a query estimate does not lie within some small interval (an interval that depends on eps) around the truth.
maxExactCountOpt
An Option parameter about how many exact counts a sparse CMS wants to keep.

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
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
val delta: Double

A bound on the probability that a query estimate does not lie within some small interval (an interval that depends on eps) around the truth.
val eps: Double

One-sided error bound on the error of each point query, i.e.
One-sided error bound on the error of each point query, i.e. frequency estimate.
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def finalize(): Unit

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

Definition Classes
AnyRef → Any
val hashes: Seq[CMSHash[K]]

Pair-wise independent hashes functions.
Pair-wise independent hashes functions. We need N=depth such functions (depth can be derived from delta).
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val maxExactCountOpt: Option[Int]

An Option parameter about how many exact counts a sparse CMS wants to keep.
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
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( ... )

Related Doc: package algebird

case class CMSParams[K](hashes: Seq[CMSHash[K]], eps: Double, delta: Double, maxExactCountOpt: Option[Int] = None) extends Product with Serializable

Instance Constructors

new CMSParams(hashes: Seq[CMSHash[K]], eps: Double, delta: Double, maxExactCountOpt: Option[Int] = None)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

val delta: Double

val eps: Double

final def eq(arg0: AnyRef): Boolean

def finalize(): Unit

final def getClass(): Class[_]

val hashes: Seq[CMSHash[K]]

final def isInstanceOf[T0]: Boolean

val maxExactCountOpt: Option[Int]

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

final def synchronized[T0](arg0: ⇒ T0): T0

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped