Forest

A Forest is a group of FlatTrees. It is used to concatenate a certain amount of tree leaves.

data: The data we want to transform.
nbNeighbors: The size of a leaf (ignored if < 10).
nbTrees: The amount of trees to create in the forest.
state: The initialization array for random.
angular: Whether the trees must be angular or not.

Linear Supertypes

Serializable, Serializable, Product, Equals, AnyRef, Any

Instance Constructors

new Forest(data: Array[Array[Double]], nbNeighbors: Int, nbTrees: Int, state: Array[Long], angular: Boolean = false)

data
The data we want to transform.
nbNeighbors
The size of a leaf (ignored if < 10).
nbTrees
The amount of trees to create in the forest.
state
The initialization array for random.
angular
Whether the trees must be angular or not.

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 angular: Boolean

Whether the trees must be angular or not.
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

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

The data we want to transform.
final def eq(arg0: AnyRef): Boolean

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

Definition Classes
AnyRef → Any
Annotations
@HotSpotIntrinsicCandidate()
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
def leafArray: DenseMatrix[Int]

Creates a matrix of leaves by vertically concatenating the leaf matrix of every tree in the forest.
Creates a matrix of leaves by vertically concatenating the leaf matrix of every tree in the forest.
returns
A matrix containing the leaf matrix of every tree concatenated vertically.
val nbNeighbors: Int

The size of a leaf (ignored if < 10).
val nbTrees: Int

The amount of trees to create in the forest.
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
final def notifyAll(): Unit

Definition Classes
AnyRef
Annotations
@HotSpotIntrinsicCandidate()
val state: Array[Long]

The initialization array for random.
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
val trees: ArrayBuffer[FlatTree]
final def wait(arg0: Long, arg1: Int): Unit

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

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

Definition Classes
AnyRef
Annotations
@throws( ... )

Deprecated Value Members

def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
Deprecated
(Since version ) see corresponding Javadoc for more information.

Related Doc: package umap

final case class Forest(data: Array[Array[Double]], nbNeighbors: Int, nbTrees: Int, state: Array[Long], angular: Boolean = false) extends Product with Serializable

Instance Constructors

new Forest(data: Array[Array[Double]], nbNeighbors: Int, nbTrees: Int, state: Array[Long], angular: Boolean = false)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

val angular: Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

val data: Array[Array[Double]]

final def eq(arg0: AnyRef): Boolean

final def getClass(): Class[_]

final def isInstanceOf[T0]: Boolean

def leafArray: DenseMatrix[Int]

val nbNeighbors: Int

val nbTrees: Int

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val state: Array[Long]

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

val trees: ArrayBuffer[FlatTree]

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

final def wait(arg0: Long): Unit

final def wait(): Unit

Deprecated Value Members

def finalize(): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped