org.apache.lens.ml.algo.api

Interface MLAlgo

All Known Implementing Classes:

BaseSparkAlgo, DecisionTreeAlgo, KMeansAlgo, LogisticRegressionAlgo, NaiveBayesAlgo, SVMAlgo

public interface MLAlgo

The Interface MLAlgo.

Method Summary

Methods

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.

Method Detail

getName

String getName()

getDescription

String getDescription()

configure

void configure(LensConf configuration)

Configure.

Parameters:

configuration - the configuration

getConf

LensConf getConf()

train

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

Train.

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