org.apache.lens.ml.algo.api

Class MLModel<PREDICTION>

java.lang.Object

org.apache.lens.ml.algo.api.MLModel<PREDICTION>

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

ClassifierBaseModel, ForecastingModel, KMeansClusteringModel

public abstract class MLModel<PREDICTION>
extends Object
implements Serializable

Instantiates a new ML model.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
MLModel()

Method Summary

Methods

Modifier and Type	Method and Description
String	getAlgoName() The algo name.
Date	getCreatedAt() The created at.
List<String>	getFeatureColumns() The feature columns.
String	getId() The id.
String	getLabelColumn() The label column.
List<String>	getParams() The params.
String	getTable() The table.
abstract PREDICTION	predict(Object... args) Predict.
void	setAlgoName(String algoName) The algo name.
void	setCreatedAt(Date createdAt) The created at.
void	setFeatureColumns(List<String> featureColumns) The feature columns.
void	setId(String id) The id.
void	setLabelColumn(String labelColumn) The label column.
void	setParams(List<String> params) The params.
void	setTable(String table) The table.
String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

MLModel

@Generated(value="lombok")
public MLModel()

Method Detail

predict

public abstract PREDICTION predict(Object... args)

Predict.

Parameters:

args - the args

Returns:

the prediction

toString

@Generated(value="lombok")
public String toString()

Overrides:

toString in class Object

getId

@Generated(value="lombok")
public String getId()

The id.

setId

@Generated(value="lombok")
public void setId(String id)

The id.

getCreatedAt

@Generated(value="lombok")
public Date getCreatedAt()

The created at.

setCreatedAt

@Generated(value="lombok")
public void setCreatedAt(Date createdAt)

The created at.

getAlgoName

@Generated(value="lombok")
public String getAlgoName()

The algo name.

setAlgoName

@Generated(value="lombok")
public void setAlgoName(String algoName)

The algo name.

getTable

@Generated(value="lombok")
public String getTable()

The table.

setTable

@Generated(value="lombok")
public void setTable(String table)

The table.

getParams

@Generated(value="lombok")
public List<String> getParams()

The params.

setParams

@Generated(value="lombok")
public void setParams(List<String> params)

The params.

getLabelColumn

@Generated(value="lombok")
public String getLabelColumn()

The label column.

setLabelColumn

@Generated(value="lombok")
public void setLabelColumn(String labelColumn)

The label column.

getFeatureColumns

@Generated(value="lombok")
public List<String> getFeatureColumns()

The feature columns.

setFeatureColumns

@Generated(value="lombok")
public void setFeatureColumns(List<String> featureColumns)

The feature columns.