SelfOrganizingMap

Instance Constructors

new SelfOrganizingMap(height: Int, width: Int, alpha: Double, alphaHalflife: Int, alphaDecay: String, initStrat: String)

Create a new SOM

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 classifiy(x: List[Double]): Int

Determines the best matcvhing unit (BMU) for an instance
Determines the best matcvhing unit (BMU) for an instance
x
Current training instance
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
var count: Int
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 getCurrentMap(): List[List[Double]]

Returns the current SOM
def getNeighbors(index: Int, height: Int, width: Int): List[Int]

Determines neighboring nodes
Determines neighboring nodes
index
Index of the node
height
Height of the node mesh
width
Width of the node mesh
def hashCode(): Int

Definition Classes
AnyRef → Any
def initialize(X: List[List[Double]]): Unit

Initializes the SOM
Initializes the SOM
X
List of training instances
final def isInstanceOf[T0]: Boolean

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

Definition Classes
AnyRef
var nodes: List[DenseVector[Double]]
var nodesHistory: List[List[List[Double]]]
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
SelfOrganizingMap → AnyRef → Any
def update(x: List[Double]): Unit

Performs one training step of the SOM
Performs one training step of the SOM
x
Current training instance
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 algorithms

class SelfOrganizingMap extends AnyRef

Instance Constructors

new SelfOrganizingMap(height: Int, width: Int, alpha: Double, alphaHalflife: Int, alphaDecay: String, initStrat: String)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def classifiy(x: List[Double]): Int

def clone(): AnyRef

var count: Int

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def getCurrentMap(): List[List[Double]]

def getNeighbors(index: Int, height: Int, width: Int): List[Int]

def hashCode(): Int

def initialize(X: List[List[Double]]): Unit

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

var nodes: List[DenseVector[Double]]

var nodesHistory: List[List[List[Double]]]

final def notify(): Unit

final def notifyAll(): Unit

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

def toString(): String

def update(x: List[Double]): Unit

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from AnyRef

Inherited from Any

Ungrouped