AdaBoost_ERP Class Reference

AdaBoost.ERP (AdaBoost.ECC with Re-Partitioning). More...

#include <adaboost_erp.h>

Inheritance diagram for AdaBoost_ERP:

[legend]Collaboration diagram for AdaBoost_ERP:

[legend]List of all members.

Public Member Functions
	AdaBoost_ERP ()
	AdaBoost_ERP (const AdaBoost_ECOC &s)
	AdaBoost_ERP (std::istream &is)
virtual const id_t &	id () const
virtual AdaBoost_ERP *	create () const
	Create a new object using the default constructor.
virtual AdaBoost_ERP *	clone () const
	Create a new object by replicating itself.
void	set_lr_step (UINT s)
Protected Member Functions
pLearnModel	train_with_partial_partition (const ECOC_VECTOR &) const
virtual bool	ECOC_partition (UINT, ECOC_VECTOR &) const
virtual pLearnModel	train_with_partition (ECOC_VECTOR &) const
Protected Attributes
UINT	lrs
	# of steps in the learning / re-partitioning cycle

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Detailed Description

AdaBoost.ERP (AdaBoost.ECC with Re-Partitioning).

Alter the ECC table after learning.

Definition at line 19 of file adaboost_erp.h.

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Constructor & Destructor Documentation

AdaBoost_ERP (   )  [inline]

Definition at line 25 of file adaboost_erp.h. Referenced by AdaBoost_ERP::clone(), and AdaBoost_ERP::create().

AdaBoost_ERP (  const AdaBoost_ECOC &  s  )  [inline]

Definition at line 26 of file adaboost_erp.h.

AdaBoost_ERP (  std::istream &  is  )  [inline, explicit]

Definition at line 27 of file adaboost_erp.h.

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Member Function Documentation

virtual AdaBoost_ERP* clone (   )  const [inline, virtual]

Create a new object by replicating itself. Returns: A pointer to the new copy. The code for a derived class Derived is always return new Derived(*this); Though seemingly redundant, it helps to copy an object without knowing the real type of the object. See also: C++ FAQ Lite 20.6 Reimplemented from AdaBoost_ECOC. Definition at line 31 of file adaboost_erp.h. References AdaBoost_ERP::AdaBoost_ERP().

virtual AdaBoost_ERP* create (   )  const [inline, virtual]

Create a new object using the default constructor. The code for a derived class Derived is always return new Derived(); Reimplemented from AdaBoost_ECOC. Definition at line 30 of file adaboost_erp.h. References AdaBoost_ERP::AdaBoost_ERP().

bool ECOC_partition (  UINT  , ECOC_VECTOR &  )  const [protected, virtual]

Reimplemented from AdaBoost_ECOC. Definition at line 12 of file adaboost_erp.cpp. References AdaBoost_ECOC::ECOC_partition(), MultiClass_ECOC::ECOC_partition(), AdaBoost_ECOC::MAX_2, AdaBoost_ECOC::max_cut_greedy(), AdaBoost_ECOC::par_method, AdaBoost_ECOC::RANDOM_2, and AdaBoost_ECOC::random_half().

virtual const id_t& id (   )  const [virtual]

Returns: Class ID string (class name) Reimplemented from AdaBoost_ECOC.

void set_lr_step (  UINT  s  )  [inline]

Definition at line 34 of file adaboost_erp.h. References AdaBoost_ERP::lrs.

pLearnModel train_with_partial_partition (  const ECOC_VECTOR &   )  const [protected]

Definition at line 33 of file adaboost_erp.cpp. References dataset::append(), MultiClass_ECOC::ex_class, AdaBoost_ECOC::joint_wgt, Aggregating::lm_base, LearnModel::n_samples, MultiClass_ECOC::nclass, and LearnModel::ptd. Referenced by AdaBoost_ERP::train_with_partition().

pLearnModel train_with_partition (  ECOC_VECTOR &   )  const [protected, virtual]

Reimplemented from AdaBoost_ECOC. Definition at line 70 of file adaboost_erp.cpp. References AdaBoost_ECOC::cur_err, MultiClass_ECOC::ex_class, MultiClass_ECOC::is_full_partition(), AdaBoost_ECOC::joint_wgt, AdaBoost_ERP::lrs, LearnModel::n_samples, MultiClass_ECOC::nclass, OUTPUT_PARTITION, LearnModel::ptd, LearnModel::ptw, AdaBoost_ECOC::train_with_full_partition(), and AdaBoost_ERP::train_with_partial_partition().

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Member Data Documentation

UINT lrs [protected]

# of steps in the learning / re-partitioning cycle Definition at line 21 of file adaboost_erp.h. Referenced by AdaBoost_ERP::set_lr_step(), and AdaBoost_ERP::train_with_partition().

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

• adaboost_erp.h
• adaboost_erp.cpp

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