org.apache.lens.ml.algo.spark.kmeans

Class KMeansAlgo

java.lang.Object

org.apache.lens.ml.algo.spark.kmeans.KMeansAlgo

All Implemented Interfaces:

MLAlgo

public class KMeansAlgo
extends Object
implements MLAlgo

The Class KMeansAlgo.

Constructor Summary

Constructors

Constructor and Description
KMeansAlgo()

Method Summary

Modifier and Type	Method and Description
void	configure(LensConf configuration) Configure.
LensConf	getConf()
String	getDescription()
String	getName()
MLModel	train(LensConf conf, String db, String table, String modelId, String... params) Train.

Methods inherited from class java.lang.Object

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

Constructor Detail

KMeansAlgo

public KMeansAlgo()

Method Detail

getName

public String getName()

Specified by:

getName in interface MLAlgo

getDescription

public String getDescription()

Specified by:

getDescription in interface MLAlgo

configure

public void configure(LensConf configuration)

Description copied from interface: MLAlgo

Configure.

Specified by:

configure in interface MLAlgo

Parameters:

configuration - the configuration

getConf

public LensConf getConf()

Specified by:

getConf in interface MLAlgo

train

public MLModel train(LensConf conf,
                     String db,
                     String table,
                     String modelId,
                     String... params)
              throws LensException

Description copied from interface: MLAlgo

Train.

Specified by:

train in interface MLAlgo

Parameters:

conf - the conf

db - the db

table - the table

modelId - the model id

params - the params

Returns:

the ML model

Throws:

LensException - the lens exception