Helper class to export a random tree or random forest to disk in compressed (gzip) JSON format. More...

#include <export.h>

Public Member Functions
	RandomTreeExport (const TrainingConfiguration &configuration, const std::string &outputFolder, const std::string &trainingFolder, bool verbose)
	Prepare an export with the given configuration.
void	writeJSON (const RandomTreeImage &tree, size_t treeNr) const
	Export the given random tree to disk as compressed (gzip) JSON file.
template<class TreeEnsemble >
void	writeJSON (const TreeEnsemble &ensemble) const
	Export the given random forest to disk as compressed (gzip) JSON files.

Detailed Description

Helper class to export a random tree or random forest to disk in compressed (gzip) JSON format.

Definition at line 17 of file export.h.

Constructor & Destructor Documentation

curfil::RandomTreeExport::RandomTreeExport	(	const TrainingConfiguration &	configuration,
		const std::string &	outputFolder,
		const std::string &	trainingFolder,
		bool	verbose
	)

Prepare an export with the given configuration.

Parameters

configuration	the configuration the random tree/forest was trained with
outputFolder	the folder the JSON file(s) should be written to
trainingFolder	the folder the training images were loaded from
verbose	if true, the JSON file contains per-node profiling information. Attention: verbose JSON files are significantly larger even if compressed.

void curfil::RandomTreeExport::writeJSON	(	const RandomTreeImage &	tree,
		size_t	treeNr
	)		const

Export the given random tree to disk as compressed (gzip) JSON file.

Parameters

tree	the random tree which is usually part of a random forest
treeNr	the number (id) of the tree in the random forest. Use 0 if the tree is not part of a forest.

template<class TreeEnsemble >

void curfil::RandomTreeExport::writeJSON ( const TreeEnsemble & ensemble ) const

inline

Export the given random forest to disk as compressed (gzip) JSON files.

Each tree of the forest is stored in a separate file.

Parameters

ensemble the random forest that contains several random trees

Definition at line 48 of file export.h.

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