MLAlgo (Lens 2.0.1-beta-incubating API)

This project has retired. For details please refer to its Attic page.

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org.apache.lens.ml
Interface MLAlgo

All Known Implementing Classes:: BaseSparkAlgo, DecisionTreeAlgo, KMeansAlgo, LogisticRegressionAlgo, NaiveBayesAlgo, SVMAlgo

public interface MLAlgo

The Interface MLAlgo.

Method Summary

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 Summary
`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