build-rule-base.cpp File Reference

Builds a FIS rule set automatically with provided input file. More...

#include "app_common.hpp"
#include "slifis.hpp"
#include <GetPot>

Include dependency graph for build-rule-base.cpp:

Defines
#define	STDERR_FILE_NAME   "stderr_build-rule-base.txt"
Functions
int	main (int argc, char **argv)
	see file build-rule-base.cpp
void	usage ()
	Prints application usage (arguments)

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Detailed Description

Builds a FIS rule set automatically with provided input file.

Can also build automatically input sets of functions and output set of functions.

4 Arguments minimum (order matters):

1. input datafile (.cvs or .arff style)
2. FIS filename (output, but also input, eventually). If file doesn't exist, then it will be created.
3. column of datafile that contains output values in the input data file (starting from 1 !)
4. string containing the column index of desired inputs ( for example : "2;3;6;8;10;11;12", also starting from 1) (must be ordered)

The following options can be given (at any place in the command-line):

• -AOX : auto output with X triangular functions. If this options is not given, then the app will assume (and check) that the FIS file exists (arg.2), and that it has assigned an output functions (at least 1).
• -AIY : auto inputs with Y functions ( Y-2 triangular, plus a 'HL' left function, and a 'LH' right function)
• -OLOG : Output functions are log-spaced. Makes sense only if -AOX option given, ignored otherwise.
• -ILOG : Input functions are log-spaced. If not given, then default is LIN Makes sense only if -AIX option given, ignored otherwise.

• -H : Generate histogram files of triggered inputs.

if option -AIX is not given, then the app will assume (and check) that the FIS file exists, and that it has assigned input functions (at least 1).

Please note that this version actually stores the whole data in STL vectors, so memory requirements can be high, depending on size of datafile.

Remarks:

Please try included scripts brb_s1.sh and brb_s2.sh

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Define Documentation

#define STDERR_FILE_NAME   "stderr_build-rule-base.txt"

Referenced by main().

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Function Documentation

int main	(	int	argc,
		char **	argv
	)

see file build-rule-base.cpp

References slifis::SLIFIS::AddInput(), slifis::SLIFIS::AddRuleFromValues(), APP_FATAL_ERROR, APP_MSG, APP_NAME, APP_REGULAR_END, slifis::DATAFILE_INFO::AssignDataDescription(), slifis::SLIFIS::DeleteAllInputs(), slifis::SLIFIS::DeleteAllRules(), slifis::DT_NUMERIC, slifis::SLIFIS::FactorizeRuleBase(), slifis::FS_LIN, slifis::FS_LOG, slifis::SLIFIS::GenerateHistogramFile(), slifis::DATAFILE_INFO::GetAttribName(), slifis::DATAFILE_INFO::GetFileInfo(), slifis::DATA_SET::GetInMMValue(), slifis::SLIFIS::GetInputCoeffVar(), slifis::DATA_DESCR::GetInputIndex(), slifis::SLIFIS::GetInputSet(), slifis::DATA_SET::GetInputValues(), slifis::DATASET_PROPERTIES::GetMaxValue(), slifis::FUZZY_ROOT::GetMf(), slifis::DATASET_PROPERTIES::GetMinValue(), slifis::FUZZY_ROOT::GetName(), slifis::MEMBFUNC::GetName(), slifis::DATA_SET::GetNbClasses(), slifis::DATAFILE_INFO::GetNbDataPts(), slifis::DATA_DESCR::GetNbInputs(), slifis::SLIFIS::GetNbInputs(), slifis::FUZZY_ROOT::GetNbMf(), slifis::DATAFILE_INFO::GetNbNumericFields(), slifis::SLIFIS::GetNbRules(), slifis::SLIFIS::GetOutputCoeffVar(), slifis::DATA_SET::GetOutputIndex(), slifis::SLIFIS::GetOutputSet(), slifis::DATA_SET::GetOutValue(), slifis::DATA_SET::GetProperties(), slifis::SLIFIS::GetRuleBase(), slifis::GetString(), slifis::DATA_SET::GetStringValue(), slifis::SLIFIS::GetType(), slifis::DATAFILE_INFO::HasAttribNames(), LOG_USER_ERROR, slifis::MM_Max, slifis::MM_Min, slifis::DATASET_PROPERTIES::Print(), slifis::DATA_SET::Print(), slifis::DATA_DESCR::Print(), slifis::RULE_BASE::Print(), slifis::DATAFILE_INFO::Print(), slifis::SLIFIS::Read(), slifis::DATA_SET::ReadData(), slifis::REDM_HIGHEST_SUM, slifis::SLIFIS::ReduceRuleBase(), REOPEN_STDERR, slifis::MEMBFUNC::SetName(), slifis::SLIFIS::SetOutput(), SLIFIS_DEBUG_LOG, SLIFIS_EPSILON_REAL, STDERR_FILE_NAME, usage(), and slifis::SLIFIS::Write().

void usage

(

)

Prints application usage (arguments)

Referenced by main().