criterion_wrapper_bias_estimate.hpp File Reference

Wrapper Bias Evaluator - returns classifier bias estimate (difference between accuracy on training and validation data parts). More...

#include <boost/smart_ptr.hpp>
#include <iostream>
#include <cmath>
#include "error.hpp"
#include "global.hpp"
#include "criterion_wrapper.hpp"

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Classes
class	FST::Criterion_Wrapper_Bias_Estimate< RETURNTYPE, SUBSET, CLASSIFIER, DATAACCESSOR >
	Wrapper Bias Evaluator - returns bias estimate (difference of classifier accuracy on training and validation data parts). More...

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Detailed Description

Wrapper Bias Evaluator - returns classifier bias estimate (difference between accuracy on training and validation data parts).

====================================================================== Feature Selection Toolbox 3 source code ---------------------------------------

Author:

Petr Somol (somol@utia.cas.cz) with collaborators, see Contacts at http://fst.utia.cz

Date:

March 2011

Version:

3.1.0.beta

Note:

FST3 was developed using gcc 4.3 and requires

• Boost library (http://www.boost.org/, tested with versions 1.33.1 and 1.44),

• (optionally) LibSVM (http://www.csie.ntu.edu.tw/~cjlin/libsvm/, tested with version 3.00)

Note that LibSVM is required for SVM related tools only, as demonstrated in demo12t.cpp, demo23.cpp, demo25t.cpp, demo32t.cpp, etc.