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annconvergencetest.h
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1#ifndef annconvergencetest__HH
2#define annconvergencetest__HH
3#include "TMVA/tmvaglob.h"
4namespace TMVA{
5
6 // this macro serves to assess the convergence of the MLP ANN.
7 // It compares the error estimator for the training and testing samples.
8 // If overtraining occurred, the estimator for the training sample should
9 // monotoneously decrease, while the estimator of the testing sample should
10 // show a minimum after which it increases.
11
12 // input: - Input file (result from TMVA),
13 // - use of TMVA plotting TStyle
14
15 void annconvergencetest(TString dataset, TDirectory *lhdir );
16
17 void annconvergencetest(TString dataset, TString fin = "TMVA.root", Bool_t useTMVAStyle = kTRUE );
18}
19#endif
bool Bool_t
Definition RtypesCore.h:63
constexpr Bool_t kTRUE
Definition RtypesCore.h:93
Describe directory structure in memory.
Definition TDirectory.h:45
Basic string class.
Definition TString.h:139
create variable transformations
void annconvergencetest(TString dataset, TDirectory *lhdir)