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/*
Copyright (c) 1998 - 2015
ILK - Tilburg University
CLiPS - University of Antwerp
This file is part of timbl
timbl 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.
timbl 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 this program; if not, see <http://www.gnu.org/licenses/>.
For questions and suggestions, see:
http://ilk.uvt.nl/software.html
or send mail to:
timbl@uvt.nl
*/
#include <iostream>
#include <fstream>
#include <cstdlib>
#include "timbl/TimblAPI.h"
using namespace std;
using namespace Timbl;
char inf[] = "./dimin.train";
char test_f[] = "./dimin.test";
int main(){
string Bresult;
double Distance;
TimblAPI *Exp = new TimblAPI( "-a TRIBL" );
Exp->SetOptions( "+vS +x -N30 -q2" );
Exp->ShowOptions( cout );
Exp->Learn( inf );
ifstream testfile;
string Buffer;
testfile.open( test_f, ios::in );
cout << "\nStart testing, using TRIBL" << endl;
while ( getline( testfile, Buffer ) ){
const TargetValue *tv = Exp->Classify( Buffer, Distance );
if ( tv )
cout << Buffer << "\t --> " << tv << " " << Distance << endl;
else
cout << Buffer << "\t --> (nill)" << endl;
}
testfile.close();
delete Exp;
Exp = new TimblAPI( "-a IB1" );
Exp->SetOptions( "+vS" );
Exp->ShowOptions( cout );
Exp->Learn( inf );
testfile.clear();
testfile.open( test_f, ios::in );
cout << "\nStart testing, using IB" << endl;
while ( getline( testfile, Buffer ) ){
if ( Exp->Classify( Buffer, Bresult, Distance ) ){
cout << Buffer << "\t --> " << Bresult << " " << Distance << endl;
}
else
cout << Buffer << "\t --> (nill)" << endl;
}
testfile.close();
delete Exp;
Exp = new TimblAPI( "-a IGTREE" );
Exp->SetOptions( "+vS -N40" );
Exp->ShowOptions( cout );
Exp->Learn( inf );
Exp->WriteInstanceBase( "dimin.tree" );
Exp->SaveWeights( "dimin.wgt" );
cout << "\nStart testing, using IGTree, first run" << endl;
testfile.clear();
testfile.open( test_f, ios::in );
while ( getline( testfile, Buffer ) ){
if ( Exp->Classify( Buffer, Bresult, Distance ) ){
cout << Buffer << "\t --> " << Bresult << " " << Distance << endl;
}
else
cout << Buffer << "\t --> (nill)" << endl;
}
testfile.close();
delete Exp;
Exp = new TimblAPI( "-a IGTREE" );
Exp->SetOptions( "+vS" );
Exp->ShowOptions( cout );
Exp->GetInstanceBase( "dimin.tree" );
Exp->GetWeights( "dimin.wgt" );
cout << "\nStart testing, using IGTree, second run, (retrieved Tree)" << endl;
testfile.clear();
testfile.open( test_f, ios::in );
while ( getline( testfile, Buffer ) ){
if ( Exp->Classify( Buffer, Bresult, Distance ) ){
cout << Buffer << "\t --> " << Bresult << " " << Distance << endl;
}
else
cout << Buffer << "\t --> (nill)" << endl;
}
testfile.close();
exit(1);
}
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