Class Model

java.lang.Object

org.episteme.natural.computing.ml.Model

All Implemented Interfaces:

Serializable, UniversalDataModel

Direct Known Subclasses:

ClusteringModel, NeuralNetworkModel, RegressionModel, TreeModel

public class Model
extends Object
implements Serializable, UniversalDataModel

Base class for all machine learning models.

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
protected final Map<String,Object>	traits

Constructor Summary

Constructors

Constructor	Description
Model()
Model(String name)

Method Summary

Modifier and Type	Method	Description
void	addDataField(DataField field)
void	addMiningField(MiningField field)
List<DataField>	getDataFields()
Map<String,Object>	getMetadata()	Returns a map of metadata for this model (e.g., creation date, source).
List<MiningField>	getMiningFields()
String	getModelType()	Returns a unique identifier for the type of data model.
String	getName()
Map<String, Quantity<?>>	getQuantities()	Returns the primary physical values associated with this model.
Object	getTrait(String key)
void	setName(String name)
void	setTrait(String key, Object value)

Methods inherited from class Object

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

Methods inherited from interface UniversalDataModel

validate

Field Details

traits

protected final Map<String,Object> traits

Constructor Details

Model

public Model()

Model

public Model(String name)

Method Details

getName

public String getName()

setName

public void setName(String name)

setTrait

public void setTrait(String key,
 Object value)

getTrait

public Object getTrait(String key)

addDataField

public void addDataField(DataField field)

addMiningField

public void addMiningField(MiningField field)

getDataFields

public List<DataField> getDataFields()

getMiningFields

public List<MiningField> getMiningFields()

getModelType

public String getModelType()

Description copied from interface: UniversalDataModel

Returns a unique identifier for the type of data model. Examples: "SPATIAL_GEOMETRY", "ECONOMIC_PORTFOLIO", "ARCHITECTURAL_PLAN".

Specified by:

getModelType in interface UniversalDataModel

getMetadata

public Map<String,Object> getMetadata()

Description copied from interface: UniversalDataModel

Returns a map of metadata for this model (e.g., creation date, source).

Specified by:

getMetadata in interface UniversalDataModel

getQuantities

public Map<String, Quantity<?>> getQuantities()

Description copied from interface: UniversalDataModel

Returns the primary physical values associated with this model. This allows generic tools to extract and convert measurements.

Specified by:

getQuantities in interface UniversalDataModel