pmml (version 1.2.34)

pmml.kmeans: Generate PMML for a kmeans object

Description

Generate the PMML representation for a KMeans object (cluster). The kmeans object (a cluster described by k centroids) is converted into a PMML representation. The PMML can then be imported into other systems that accept PMML.

Usage

## S3 method for class 'kmeans':
pmml(model, model.name="KMeans_Model", app.name="Rattle/PMML",
     description="KMeans cluster model", copyright=NULL,
     transforms=NULL, dataset=NULL,
     algorithm.name="KMeans: Hartigan and Wong", \dots)

Arguments

model

a kmeans object.

model.name

a name to give to the model in the PMML.

app.name

the name of the application that generated the PMML.

description

a descriptive text for the header of the PMML.

copyright

the copyright notice for the model.

transforms

a coded list of transforms performed.

dataset

not used for kmeans.

algorithm.name

the variety of kmeans used.

...

further arguments passed to or from other methods.

References

Package home page: http://rattle.togaware.com

PMML home page: http://www.dmg.org

See Also

pmml, kmeans.

Examples

ds <- rbind(matrix(rnorm(100, sd = 0.3), ncol = 2),
                matrix(rnorm(100, mean = 1, sd = 0.3), ncol = 2))
colnames(ds) <- c("Dimension1", "Dimension2")
cl <- kmeans(ds, 2)
pmml(cl)