PLearn::Experiment Class Reference

#include <Experiment.h>

Inheritance diagram for PLearn::Experiment:

[legend]Collaboration diagram for PLearn::Experiment:

[legend]List of all members.

Public Types
typedef Object	inherited
Public Member Functions
	Experiment ()
virtual void	build ()
	Should call simply inherited::build(), then this class's build_().
	PLEARN_DECLARE_OBJECT (Experiment)
	Declares name and deepCopy methods.
virtual void	run ()
	runs the experiment
Public Attributes
string	expdir
	Path of this experiment's directory in which to save all experiment results (will be created if it does not already exist).
PP< Learner >	learner
VMat	dataset
PP< Splitter >	splitter
bool	save_models
bool	save_initial_models
bool	save_test_outputs
bool	save_test_costs
Static Protected Member Functions
void	declareOptions (OptionList &ol)
	Declares this class' options.
Private Member Functions
void	build_ ()
	This does the actual building.

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Member Typedef Documentation

typedef Object PLearn::Experiment::inherited

Reimplemented from PLearn::Object. Definition at line 55 of file Experiment.h.

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Constructor & Destructor Documentation

PLearn::Experiment::Experiment (   )

Definition at line 49 of file Experiment.cc.

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Member Function Documentation

void PLearn::Experiment::build (   )  [virtual]

Should call simply inherited::build(), then this class's build_(). This method should be callable again at later times, after modifying some option fields to change the "architecture" of the object. Reimplemented from PLearn::Object. Definition at line 84 of file Experiment.cc. References build_().

void PLearn::Experiment::build_ (   )  [private]

This does the actual building. Reimplemented from PLearn::Object. Definition at line 78 of file Experiment.cc. References dataset, and splitter. Referenced by build().

void PLearn::Experiment::declareOptions (  OptionList &  ol  )  [static, protected]

Declares this class' options. Reimplemented from PLearn::Object. Definition at line 56 of file Experiment.cc. References PLearn::declareOption(), and PLearn::OptionList.

PLearn::Experiment::PLEARN_DECLARE_OBJECT (  Experiment   )

Declares name and deepCopy methods.

void PLearn::Experiment::run (   )  [virtual]

runs the experiment Reimplemented from PLearn::Object. Definition at line 90 of file Experiment.cc. References PLearn::append_slash(), expdir, fname, PLearn::force_mkdir(), PLearn::VecStatsCollector::getMean(), PLearn::VecStatsCollector::getStdDev(), PLearn::VecStatsCollector::getStdError(), k, learner, PLearn::TVec< T >::length(), PLearn::pathexists(), PLERROR, PLearn::TVec< T >::println(), PLearn::save(), save_initial_models, save_models, save_test_costs, save_test_outputs, PLearn::TVec< T >::size(), slash, splitter, PLearn::TVec< T >::subVec(), PLearn::tostring(), PLearn::VecStatsCollector::update(), and PLearn::Vec.

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Member Data Documentation

VMat PLearn::Experiment::dataset

Definition at line 66 of file Experiment.h. Referenced by build_().

string PLearn::Experiment::expdir

Path of this experiment's directory in which to save all experiment results (will be created if it does not already exist). Definition at line 64 of file Experiment.h. Referenced by run().

PP<Learner> PLearn::Experiment::learner

Definition at line 65 of file Experiment.h. Referenced by run().

bool PLearn::Experiment::save_initial_models

Definition at line 69 of file Experiment.h. Referenced by run().

bool PLearn::Experiment::save_models

Definition at line 68 of file Experiment.h. Referenced by run().

bool PLearn::Experiment::save_test_costs

Definition at line 71 of file Experiment.h. Referenced by run().

bool PLearn::Experiment::save_test_outputs

Definition at line 70 of file Experiment.h. Referenced by run().

PP<Splitter> PLearn::Experiment::splitter

Definition at line 67 of file Experiment.h. Referenced by build_(), and run().

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

• Experiment.h
• Experiment.cc

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