AdaBoost< WeakClassifier > Class Template Reference

#include <AdaBoost.h>

Static Public Member Functions
template<class DataSetType >
static bool	Update (const WeakClassifier &H, DataSetType &training_set, DataSetType &validation_set, bool verbose=true)

Detailed Description

template<class WeakClassifier>
class AdaBoost< WeakClassifier >

AdaBoost Weight Update Rules

This AdaBoost is valid for all AdaBoost variants (Real and Gentle in particular) Update rule only update weights.

Member Function Documentation

template<class WeakClassifier>

template<class DataSetType >

static bool AdaBoost< WeakClassifier >::Update ( const WeakClassifier &  H, DataSetType &  training_set, DataSetType &  validation_set, bool  verbose = true  )

inlinestatic

Perform an AdaBoost generic update step.

Parameters

H	a Generic Boosted hypothesis
training_set
validation_set	a training set updated using H

Returns

true if is a good classifier

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The documentation for this class was generated from the following file:

• include/Trainer/AdaBoost.h