gensvm_train.c File Reference

Main function for training a GenSVM model. More...

#include "gensvm_train.h"

Include dependency graph for gensvm_train.c:

Go to the source code of this file.

Functions
void	gensvm_train (struct GenModel *model, struct GenData *data, struct GenModel *seed_model)
	Utility function for training a GenSVM model. More...

Detailed Description

Main function for training a GenSVM model.

Author

G.J.J. van den Burg

Date

2016-05-01

Copyright

Copyright 2016, G.J.J. van den Burg.

This file is part of GenSVM.

GenSVM is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

GenSVM is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with GenSVM. If not, see http://www.gnu.org/licenses/.

Definition in file gensvm_train.c.

Function Documentation

gensvm_train()

void gensvm_train	(	struct GenModel *	model,
		struct GenData *	data,
		struct GenModel *	seed_model
	)

Utility function for training a GenSVM model.

This function organizes model allocation, kernel preprocessing, instance weight initialization, and model training. It is the function that should be used for training a single GenSVM model. Note that optionally a seed model can be passed to the function to seed the V matrix with. When no such model is used this parameter should be set to NULL.

Parameters

[in]	model	a GenModel instance
[in]	data	a GenData instance with the training data
[in]	seed_model	an optional GenModel to seed the V matrix

Definition at line 44 of file gensvm_train.c.

Here is the call graph for this function: