Stats

Wrapper for some computed statistics about a dataset of Numeric elements.

K: Numeric element type. TODO(ryan): allow this to be non-Numeric.
V: Integral value type.
n: number of elements in the dataset.
mean: mean.
stddev: stddev.
mad: median absolute deviation (from the median).
samplesOpt: "sample" elements; the start and end of the data.
sortedSamplesOpt: "sample" elements; the least and greatest elements. If the dataset is already sorted, meaning this would be equivalent to samplesOpt, it is omitted.
percentiles: selected percentiles of the dataset.

Linear Supertypes

Serializable, Serializable, Product, Equals, AnyRef, Any

Instance Constructors

new Stats(n: V, mean: Double, stddev: Double, mad: Double, samplesOpt: Option[Samples[K, V]], sortedSamplesOpt: Option[Samples[K, V]], percentiles: Seq[(Double, Double)])(implicit arg0: Numeric[K], arg1: Integral[V])

n
number of elements in the dataset.
mean
mean.
stddev
stddev.
mad
median absolute deviation (from the median).
samplesOpt
"sample" elements; the start and end of the data.
sortedSamplesOpt
"sample" elements; the least and greatest elements. If the dataset is already sorted, meaning this would be equivalent to samplesOpt, it is omitted.
percentiles
selected percentiles of the dataset.

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( ... )
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
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val mad: Double

median absolute deviation (from the median).
val mean: Double

mean.
val n: V

number of elements in the dataset.
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
val percentiles: Seq[(Double, Double)]

selected percentiles of the dataset.
def prettyDouble(d: Double): String
val samplesOpt: Option[Samples[K, V]]

"sample" elements; the start and end of the data.
val sortedSamplesOpt: Option[Samples[K, V]]

"sample" elements; the least and greatest elements.
"sample" elements; the least and greatest elements. If the dataset is already sorted, meaning this would be equivalent to samplesOpt, it is omitted.
val stddev: Double

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

Definition Classes
AnyRef
def toString(): String

Definition Classes
Stats → 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( ... )

Related Docs: object Stats | package stats

case class Stats[K, V](n: V, mean: Double, stddev: Double, mad: Double, samplesOpt: Option[Samples[K, V]], sortedSamplesOpt: Option[Samples[K, V]], percentiles: Seq[(Double, Double)])(implicit evidence$1: Numeric[K], evidence$2: Integral[V]) extends Product with Serializable

Instance Constructors

new Stats(n: V, mean: Double, stddev: Double, mad: Double, samplesOpt: Option[Samples[K, V]], sortedSamplesOpt: Option[Samples[K, V]], percentiles: Seq[(Double, Double)])(implicit arg0: Numeric[K], arg1: Integral[V])

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def finalize(): Unit

final def getClass(): Class[_]

final def isInstanceOf[T0]: Boolean

val mad: Double

val mean: Double

val n: V

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val percentiles: Seq[(Double, Double)]

def prettyDouble(d: Double): String

val samplesOpt: Option[Samples[K, V]]

val sortedSamplesOpt: Option[Samples[K, V]]

val stddev: Double

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

def toString(): String

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