KNN_Classifier

scalation.modeling.classifying.KNN_Classifier
See theKNN_Classifier companion class

The KNN_Classifier 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], k: Int, cname: Array[String], kappa: Int)(col: Int): KNN_Classifier

Create a KNN_Classifier classifier from a combined xy data matrix.

Create a KNN_Classifier classifier from a combined xy data matrix.

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

k

the number of classes

kappa

the number of nearest neighbors to consider

xy

the combined data matrix [ x | y ]

Attributes