QuantileDiscretizerBase

Abstract Value Members

abstract def copy(extra: ParamMap): Params

Definition Classes
Params
abstract val uid: String

Definition Classes
Identifiable

Concrete Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def $[T](param: Param[T]): T

Attributes
protected
Definition Classes
Params
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
final def clear(param: Param[_]): QuantileDiscretizerBase.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def copyValues[T <: Params](to: T, extra: ParamMap): T

Attributes
protected
Definition Classes
Params
final def defaultCopy[T <: Params](extra: ParamMap): T

Attributes
protected
Definition Classes
Params
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def explainParam(param: Param[_]): String

Definition Classes
Params
def explainParams(): String

Definition Classes
Params
final def extractParamMap(): ParamMap

Definition Classes
Params
final def extractParamMap(extra: ParamMap): ParamMap

Definition Classes
Params
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def get[T](param: Param[T]): Option[T]

Definition Classes
Params
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
final def getDefault[T](param: Param[T]): Option[T]

Definition Classes
Params
final def getHandleInvalid: String

Definition Classes
HasHandleInvalid
final def getInputCol: String

Definition Classes
HasInputCol
def getNumBuckets: Int
def getNumBucketsArray: Array[Int]
final def getOrDefault[T](param: Param[T]): T

Definition Classes
Params
final def getOutputCol: String

Definition Classes
HasOutputCol
def getParam(paramName: String): Param[Any]

Definition Classes
Params
def getRelativeError: Double
val handleInvalid: Param[String]

Param for how to handle invalid entries.
Param for how to handle invalid entries. Options are 'skip' (filter out rows with invalid values), 'error' (throw an error), or 'keep' (keep invalid values in a special additional bucket). Note that in the multiple columns case, the invalid handling is applied to all columns. That said for 'error' it will throw an error if any invalids are found in any column, for 'skip' it will skip rows with any invalids in any columns, etc. Default: "error"

Definition Classes
QuantileDiscretizerBase → HasHandleInvalid
Annotations
@Since( "2.1.0" )
final def hasDefault[T](param: Param[T]): Boolean

Definition Classes
Params
def hasParam(paramName: String): Boolean

Definition Classes
Params
def hashCode(): Int

Definition Classes
AnyRef → Any
final val inputCol: Param[String]

Definition Classes
HasInputCol
final def isDefined(param: Param[_]): Boolean

Definition Classes
Params
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def isSet(param: Param[_]): Boolean

Definition Classes
Params
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
val numBuckets: IntParam

Number of buckets (quantiles, or categories) into which data points are grouped.
Number of buckets (quantiles, or categories) into which data points are grouped. Must be greater than or equal to 2.
See also handleInvalid, which can optionally create an additional bucket for NaN values.
default: 2
val numBucketsArray: IntArrayParam

Array of number of buckets (quantiles, or categories) into which data points are grouped.
Array of number of buckets (quantiles, or categories) into which data points are grouped. Each value must be greater than or equal to 2
See also handleInvalid, which can optionally create an additional bucket for NaN values.
final val outputCol: Param[String]

Definition Classes
HasOutputCol
lazy val params: Array[Param[_]]

Definition Classes
Params
val relativeError: DoubleParam

Relative error (see documentation for org.apache.spark.sql.DataFrameStatFunctions.approxQuantile for description) Must be in the range [0, 1].
Relative error (see documentation for org.apache.spark.sql.DataFrameStatFunctions.approxQuantile for description) Must be in the range [0, 1]. Note that in multiple columns case, relative error is applied to all columns. default: 0.001
final def set(paramPair: ParamPair[_]): QuantileDiscretizerBase.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): QuantileDiscretizerBase.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): QuantileDiscretizerBase.this.type

Definition Classes
Params
final def setDefault(paramPairs: ParamPair[_]*): QuantileDiscretizerBase.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): QuantileDiscretizerBase.this.type

Attributes
protected
Definition Classes
Params
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
Identifiable → 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 Doc: package odkl

trait QuantileDiscretizerBase extends Params with HasHandleInvalid with HasInputCol with HasOutputCol

Abstract Value Members

abstract def copy(extra: ParamMap): Params

abstract val uid: String

Concrete Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def $[T](param: Param[T]): T

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

final def clear(param: Param[_]): QuantileDiscretizerBase.this.type

def clone(): AnyRef

def copyValues[T <: Params](to: T, extra: ParamMap): T

final def defaultCopy[T <: Params](extra: ParamMap): T

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def explainParam(param: Param[_]): String

def explainParams(): String

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

def finalize(): Unit

final def get[T](param: Param[T]): Option[T]

final def getClass(): Class[_]

final def getDefault[T](param: Param[T]): Option[T]

final def getHandleInvalid: String

final def getInputCol: String

def getNumBuckets: Int

def getNumBucketsArray: Array[Int]

final def getOrDefault[T](param: Param[T]): T

final def getOutputCol: String

def getParam(paramName: String): Param[Any]

def getRelativeError: Double

val handleInvalid: Param[String]

final def hasDefault[T](param: Param[T]): Boolean

def hasParam(paramName: String): Boolean

def hashCode(): Int

final val inputCol: Param[String]

final def isDefined(param: Param[_]): Boolean

final def isInstanceOf[T0]: Boolean

final def isSet(param: Param[_]): Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val numBuckets: IntParam

val numBucketsArray: IntArrayParam

final val outputCol: Param[String]

lazy val params: Array[Param[_]]

val relativeError: DoubleParam

final def set(paramPair: ParamPair[_]): QuantileDiscretizerBase.this.type

final def set(param: String, value: Any): QuantileDiscretizerBase.this.type

final def set[T](param: Param[T], value: T): QuantileDiscretizerBase.this.type

final def setDefault(paramPairs: ParamPair[_]*): QuantileDiscretizerBase.this.type

final def setDefault[T](param: Param[T], value: T): QuantileDiscretizerBase.this.type

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 HasOutputCol

Inherited from HasInputCol

Inherited from HasHandleInvalid

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

Ungrouped