vFoldCrossVal Class Reference

v-fold cross validation. More...

#include <crossval.h>

Inheritance diagram for vFoldCrossVal:

[legend]Collaboration diagram for vFoldCrossVal:

[legend]List of all members.

Public Member Functions
	vFoldCrossVal (UINT v=10, UINT r=0)
	vFoldCrossVal (std::istream &is)
virtual const id_t &	id () const
virtual vFoldCrossVal *	create () const
	Create a new object using the default constructor.
virtual vFoldCrossVal *	clone () const
	Create a new object by replicating itself.
UINT	folds () const
void	set_folds (UINT v, UINT r=0)
	set the folds and optionally also set the number of rounds
Protected Member Functions
virtual std::vector< REAL >	cv_round () const
virtual bool	serialize (std::ostream &, ver_list &) const
virtual bool	unserialize (std::istream &, ver_list &, const id_t &=NIL_ID)
Protected Attributes
UINT	n_folds

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Detailed Description

v-fold cross validation.

Definition at line 92 of file crossval.h.

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Constructor & Destructor Documentation

vFoldCrossVal (  UINT  v = 10, UINT  r = 0 )  [inline]

Definition at line 94 of file crossval.h. References vFoldCrossVal::set_folds(). Referenced by vFoldCrossVal::clone(), and vFoldCrossVal::create().

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

Definition at line 95 of file crossval.h.

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Member Function Documentation

virtual vFoldCrossVal* 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 Implements CrossVal. Definition at line 99 of file crossval.h. References vFoldCrossVal::vFoldCrossVal(). Referenced by vFoldCrossVal::cv_round().

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

Create a new object using the default constructor. The code for a derived class Derived is always return new Derived(); Implements CrossVal. Definition at line 98 of file crossval.h. References vFoldCrossVal::vFoldCrossVal().

std::vector< REAL > cv_round (   )  const [protected, virtual]

using perm[i] is bad for system cache Implements CrossVal. Definition at line 147 of file crossval.cpp. References dataset::append(), vFoldCrossVal::clone(), CrossVal::lm, vFoldCrossVal::n_folds, LearnModel::ptd, CrossVal::set_train_data(), and CrossVal::size().

UINT folds (   )  const [inline]

Definition at line 101 of file crossval.h. References vFoldCrossVal::n_folds.

virtual const id_t& id (   )  const [virtual]

Returns: Class ID string (class name) Implements Object.

bool serialize (  std::ostream &  , ver_list &  )  const [protected, virtual]

Reimplemented from CrossVal. Definition at line 134 of file crossval.cpp. References vFoldCrossVal::n_folds, and SERIALIZE_PARENT.

void set_folds (  UINT  v, UINT  r = 0 )  [inline]

set the folds and optionally also set the number of rounds Definition at line 103 of file crossval.h. References vFoldCrossVal::n_folds, and CrossVal::set_rounds(). Referenced by vFoldCrossVal::vFoldCrossVal().

bool unserialize (  std::istream &  , ver_list &  , const id_t &  = NIL_ID )  [protected, virtual]

Reimplemented from CrossVal. Definition at line 140 of file crossval.cpp. References vFoldCrossVal::n_folds, Object::NIL_ID, and UNSERIALIZE_PARENT.

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Member Data Documentation

UINT n_folds [protected]

Definition at line 109 of file crossval.h. Referenced by vFoldCrossVal::cv_round(), vFoldCrossVal::folds(), vFoldCrossVal::serialize(), vFoldCrossVal::set_folds(), and vFoldCrossVal::unserialize().

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

• crossval.h
• crossval.cpp

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