Static Public Member Functions
template<class DataSetType >
static void	Update (DataSetType &set, double alpha)

template<class DataSetType >
static double	CalculateError (const DataSetType &set)

template<class DataSetType >
static double	Z (const DataSetType &set, float alpha)

template<class DataSetType >
static void	UpdateWeights (DataSetType &train, double alpha)

template<class Classifier , class DataSetType >
static double	ComputeW (const Classifier &c, DataSetType &train)

Detailed Description

Policy Class for DiscreteAdaBoost. Common Part, within template

Member Function Documentation

template<class DataSetType >

static double DiscreteAdaBoostCommon::CalculateError ( const DataSetType & set )

inlinestatic

Compute sum of error weights

template<class Classifier , class DataSetType >

static double DiscreteAdaBoostCommon::ComputeW	(	const Classifier &	c,
		DataSetType &	train
	)

inlinestatic

compute w coefficient and update test field

template<class DataSetType >

static void DiscreteAdaBoostCommon::Update	(	DataSetType &	set,
		double	alpha
	)

inlinestatic

Update Weights of set using alpha AdaBoost base update algorithm

template<class DataSetType >

static void DiscreteAdaBoostCommon::UpdateWeights	(	DataSetType &	train,
		double	alpha
	)

inlinestatic

Update AdaBoost AdaBoostPattern weight using alpha and precompute test field

template<class DataSetType >

static double DiscreteAdaBoostCommon::Z	(	const DataSetType &	set,
		float	alpha
	)

inlinestatic

Compute Z AdaBoost factor

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