Class KMeansOptions

java.lang.Object

org.tribuo.clustering.kmeans.KMeansOptions

All Implemented Interfaces:

com.oracle.labs.mlrg.olcut.config.Options

public class KMeansOptions
extends Object
implements com.oracle.labs.mlrg.olcut.config.Options

OLCUT Options for the K-Means implementation.

Field Summary

Fields

Modifier and Type	Field	Description
int	centroids
KMeansTrainer.Distance	distance
int	iterations
int	numThreads

Fields inherited from interface com.oracle.labs.mlrg.olcut.config.Options

header

Constructor Summary

Constructors

Constructor	Description
KMeansOptions()

Method Summary

Modifier and Type	Method	Description
KMeansTrainer	getTrainer()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Options

getOptionsDescription

Field Details

iterations

@Option(longName="kmeans-interations",
        usage="Iterations of the k-means algorithm. Defaults to 10.")
public int iterations

centroids

@Option(longName="kmeans-num-centroids",
        usage="Number of centroids in K-Means. Defaults to 10.")
public int centroids

distance

@Option(longName="kmeans-distance",
        usage="Distance function in K-Means. Defaults to EUCLIDEAN.")
public KMeansTrainer.Distance distance

numThreads

@Option(longName="kmeans-num-threads",
        usage="Number of computation threads in K-Means. Defaults to 4.")
public int numThreads

Constructor Details

KMeansOptions

public KMeansOptions()

Method Details

getTrainer

public KMeansTrainer getTrainer()