nearestCentroid: Class Label Based on the Minimum Mahalanobis Distance
In FRESA.CAD: Feature Selection Algorithms for Computer Aided Diagnosis

Description Usage Arguments Details Value Author(s)

The function will return the set of labels of a data set

   nearestCentroid(dataset,
                  clustermean=NULL,
                  clustercov=NULL, 
                  p.threshold=1.0e-6)

`dataset`	The data set to be labeled
`clustermean`	The list of cluster centers.
`clustercov`	The list of cluster covariances
`p.threshold`	The minimum aceptance p.value

The data set will be labeled based on the nearest cluster label. Points distance with membership probability lower than the acceptance threshold will have the "0" label.

ClusterLabels

The labels of each point

Jose G. Tamez-Pena

FRESA.CAD documentation built on Jan. 13, 2021, 3:39 p.m.