Package adams.ml.model

Interface IncrementalAlgorithm<T extends Model>

All Superinterfaces:

Algorithm<T>, CapabilitiesHandler, Destroyable, OptionHandler

All Known Subinterfaces:

IncrementalClassifier, IncrementalClusterer, IncrementalMultiTargetClassifier, IncrementalMultiTargetRegressor, IncrementalRegressor

public interface IncrementalAlgorithm<T extends Model>
extends Algorithm<T>

Interface for incremental algorithms.

Version:

$Revision$

Author:

FracPete (fracpete at waikato dot ac dot nz)

Method Summary

Modifier and Type	Method	Description
void	updateModel(T model, Row row)	Updates the model with the given data.
void	updateModel(T model, Dataset data)	Updates the model with the given data.

Methods inherited from interface adams.ml.model.Algorithm

buildModel, getCapabilities, handles

Methods inherited from interface adams.core.Destroyable

destroy

Methods inherited from interface adams.core.option.OptionHandler

cleanUpOptions, defineOptions, getOptionManager, toCommandLine

Method Detail

updateModel

void updateModel(T model,
                 Row row)
          throws Exception

Updates the model with the given data.

Parameters:

model - the model to update

row - the data to train with

Throws:

Exception - if update fails

updateModel

void updateModel(T model,
                 Dataset data)
          throws Exception

Updates the model with the given data.

Parameters:

model - the model to update

data - the data to train with

Throws:

Exception - if update fails