ultra::validation_strategy Class Reference

#include <validation_strategy.h>

Inheritance diagram for ultra::validation_strategy:

Public Member Functions
virtual evaluation_context	training_setup (unsigned)=0
virtual evaluation_context	shake (unsigned)=0
virtual bool	validation_setup (unsigned)=0
virtual std::unique_ptr< validation_strategy >	clone () const =0

Detailed Description

Interface for specific training / cross validation techniques (e.g. holdout validation, dynamic subset selection...).

Member Function Documentation

clone()

virtual std::unique_ptr< validation_strategy > ultra::validation_strategy::clone ( ) const

nodiscardpure virtual

Implemented in ultra::src::holdout_validation.

shake()

virtual evaluation_context ultra::validation_strategy::shake ( unsigned )

nodiscardpure virtual

Changes the training environment during evolution.

Returns

true if the training environment has changed

Note

Called at the beginning of every generation (multiple times per run).

Implemented in ultra::as_is_validation, and ultra::src::holdout_validation.

training_setup()

virtual evaluation_context ultra::validation_strategy::training_setup ( unsigned )

nodiscardpure virtual

Prepares the data structures / environment needed for training.

Note

Called at the beginning of the evolution (one time per run).

Implemented in ultra::as_is_validation, and ultra::src::holdout_validation.

validation_setup()

virtual bool ultra::validation_strategy::validation_setup ( unsigned )

pure virtual

Prepares the data structures / environment needed for validation

Returns

true if a validation environment can be set up; false otherwise

Note

Called at the end of the evolution (one time per run).

Implemented in ultra::as_is_validation, and ultra::src::holdout_validation.

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

• validation_strategy.h