reductperformancefilter.h

The ROSETTA C++ library is a collection of C++ classes and routines that enable discernibility-based

//-------------------------------------------------------------------
// Author........: Aleksander 豩rn
// Date..........:
// Description...:
// Revisions.....:
//===================================================================

#ifndef __REDUCTPERFORMANCEFILTER_H__
#define __REDUCTPERFORMANCEFILTER_H__

#include <copyright.h>

#include <kernel/algorithms/reductfilter.h>
#include <kernel/algorithms/rulegenerator.h>
#include <kernel/algorithms/batchclassifier.h>

#include <kernel/structures/decisiontable.h>

//-------------------------------------------------------------------
// Class.........: ReductPerformanceFilter
// Author........: Aleksander 豩rn
// Date..........:
// Description...:
// Comments......: Each reduct (its rules) is used separately to classify
//                 all objects in a decision table. This produces a
//                 confusion matrix (CM) for each reduct, which is used to
//                 score them. Filters away those reducts that do not perform
//                 well according to some performance criterion.
//
// Revisions.....: A