SupportVectorMachine

scalation.modeling.classifying.SupportVectorMachine
See theSupportVectorMachine companion class

The SupportVectorMachine companion object provides a factory method.

Attributes

Companion
class
Graph
Supertypes
class Object
trait Matchable
class Any
Self type

Members list

Value members

Concrete methods

def apply(xy: MatrixD, fname: Array[String], cname: Array[String], hparam: HyperParameter)(col: Int): SupportVectorMachine

Create a support vector machine for the given combined matrix where the column col is the response/classification vector.

Create a support vector machine for the given combined matrix where the column col is the response/classification vector.

Value parameters

cname

the names for all classes

col

the designated response column (defaults to the last column)

fname

the names for all features/variables

hparam

the hyper-parameters

xy

the combined data matrix (features and response)

Attributes