org.tribuo.clustering.kmeans

Class TrainTest.KMeansOptions

java.lang.Object

org.tribuo.clustering.kmeans.TrainTest.KMeansOptions

All Implemented Interfaces:

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

Enclosing class:

TrainTest

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

Options for the K-Means CLI.

Field Summary

Fields

Modifier and Type	Field and Description
int	centroids
KMeansTrainer.Distance	distance
DataOptions	general
KMeansTrainer.Initialisation	initialisation
int	iterations
int	numThreads

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

header

Constructor Summary

Constructors

Constructor and Description
KMeansOptions()

Method Summary

Modifier and Type	Method and Description
String	getOptionsDescription()

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

formatUsage, generateTypeDescription, getAllOptions, getEnumConstantString, getOptionFields, getOptions, getOptionUsage, getOptionUsage, getOptionUsage, getUsage

Field Detail

general

public DataOptions general

centroids

@Option(charName=110,
        longName="num-clusters",
        usage="Number of clusters to infer.")
public int centroids

iterations

@Option(charName=105,
        longName="iterations",
        usage="Maximum number of iterations.")
public int iterations

distance

@Option(charName=100,
        longName="distance",
        usage="Distance function to use in the e step.")
public KMeansTrainer.Distance distance

initialisation

@Option(charName=115,
        longName="initialisation",
        usage="Type of initialisation to use for centroids.")
public KMeansTrainer.Initialisation initialisation

numThreads

@Option(charName=116,
        longName="num-threads",
        usage="Number of threads to use (range (1, num hw threads)).")
public int numThreads

Constructor Detail

KMeansOptions

public KMeansOptions()

Method Detail

getOptionsDescription

public String getOptionsDescription()

Specified by:

getOptionsDescription in interface com.oracle.labs.mlrg.olcut.config.Options