class BoostingReal

Real Boosting implementation

Inheritance:


Public Fields

[more]WeightedSumMachine* w_machine
This machine performs the combination.
[more]ClassFormat* class_format
ClassFormat to know how the classes are encoded
[more]int n_trainers
The number of trainers in the boosting
[more]real* weights
The weights of each machine in the boosting

Public Methods

[more] BoostingReal(WeightedSumMachine* w_machine_, ClassFormat* class_format_)
[more]virtual void train(DataSet* data, MeasurerList* measurers)
[more]virtual ~BoostingReal()


Documentation

Real Boosting implementation

As the idea of boosting in regression hasn't been really well tested, this is boosting for *classification* only.

This trainer will "boost" the machine given by the WeightedSumMachine, on the given DataSet.

You have to provide a ClassFormat to know how the classes are encoded.

oWeightedSumMachine* w_machine
This machine performs the combination. It contains many trainers.

oClassFormat* class_format
ClassFormat to know how the classes are encoded

oint n_trainers
The number of trainers in the boosting

oreal* weights
The weights of each machine in the boosting

o BoostingReal(WeightedSumMachine* w_machine_, ClassFormat* class_format_)

ovirtual void train(DataSet* data, MeasurerList* measurers)

ovirtual ~BoostingReal()


This class has no child classes.
Author:
Yann Rodriguez (rodrig@idiap.ch) Ronan Collobert (collober@idiap.ch)
Version:
2.0 Fri 15 Jul 2005 11:35:25 AM CEST
Since:
2.0
See Also:
WeightedSumMachine

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