CentroidClassifier: Centroid Classifier

In Mthrun/Classifiers: Common Supervised Machine Learning Algorithms

Centroid Classifier

Description

Assigns each point of data the class of its centroid.

Usage

CentroidClassifier(data, cls, testData, centroidMethod)

Arguments

data	A matrix containing the learn data for the classifier.
cls	The clusternumber of each point of data. A vector.
testData	The data to be classified. Use Data, if not given.
centroidMethod	The centroid method to be used. Could be the standard centroid or mean.

Value

assignedCls	The classes assigned to the data.
uniqueCls	(NumberOfClass)The unique classes in Cls.
centroid(NumberOfClass)	Centroid(i) is the centroid of the data points in the class with the number i.

Author(s)

Raphael Paebst

Mthrun/Classifiers documentation built on June 28, 2023, 9:28 a.m.