ColumnNamesToFeaturize

Class containing the list of column names to perform special featurization steps for. colNamesToHash - List of column names to hash. colNamesToDuplicateForMissings - List of column names containing doubles to duplicate so we can remove missing values from them. colNamesToTypes - Map of column names to their types. colNamesToCleanMissings - List of column names to clean missing values from (ignore). colNamesToVectorize - List of column names to vectorize using FastVectorAssembler. categoricalColumns - List of categorical columns to pass through or turn into indicator array. conversionColumnNamesMap - Map from old column names to new. addedColumnNamesMap - Map from old columns to newly generated columns for featurization.

Annotations: @SerialVersionUID()

Linear Supertypes

Serializable, AnyRef, Any

Instance Constructors

new ColumnNamesToFeaturize()

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
val categoricalColumns: Map[String, String]
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
val colNamesToCleanMissings: ListBuffer[String]
val colNamesToDuplicateForMissings: ListBuffer[String]
val colNamesToHash: ListBuffer[String]
val colNamesToTypes: Map[String, DataType]
val colNamesToVectorize: ListBuffer[String]
val conversionColumnNamesMap: Map[String, String]
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
def finalize(): Unit

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

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
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
def toString(): String

Definition Classes
AnyRef → Any
val vectorColumnsToAdd: ListBuffer[String]
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 featurize

class ColumnNamesToFeaturize extends Serializable

Instance Constructors

new ColumnNamesToFeaturize()

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

val categoricalColumns: Map[String, String]

def clone(): AnyRef

val colNamesToCleanMissings: ListBuffer[String]

val colNamesToDuplicateForMissings: ListBuffer[String]

val colNamesToHash: ListBuffer[String]

val colNamesToTypes: Map[String, DataType]

val colNamesToVectorize: ListBuffer[String]

val conversionColumnNamesMap: Map[String, String]

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

val vectorColumnsToAdd: ListBuffer[String]

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped