| 1 | #ifndef MARS_MRFEnergyEst
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| 2 | #define MARS_MRFEnergyEst
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| 3 |
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| 4 | #ifndef MARS_MTask
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| 5 | #include "MTask.h"
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| 6 | #endif
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| 7 |
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| 8 | #ifndef ROOT_TObjArray
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| 9 | #include <TObjArray.h>
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| 10 | #endif
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| 11 | #ifndef ROOT_TArrayD
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| 12 | #include <TArrayD.h>
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| 13 | #endif
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| 14 |
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| 15 | class MHMatrix;
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| 16 | class MDataArray;
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| 17 | class MParameterD;
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| 18 |
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| 19 | class MRFEnergyEst : public MTask
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| 20 | {
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| 21 | public:
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| 22 | enum EstimationMode_t
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| 23 | {
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| 24 | kMean,
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| 25 | kMaximum
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| 26 | };
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| 27 | private:
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| 28 | Int_t fNumTrees; // Training parameters
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| 29 | Int_t fNumTry; // Training parameters
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| 30 | Int_t fNdSize; // Training parameters
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| 31 |
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| 32 | Bool_t fDebug; // Debugging of eventloop while training on/off
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| 33 |
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| 34 | TString fFileName;
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| 35 | TObjArray fEForests;
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| 36 |
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| 37 | MDataArray *fData; //! Used to store the MDataChains to get the event values
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| 38 | MParameterD *fEnergyEst; //! Used to storeestimated energy
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| 39 |
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| 40 | MHMatrix *fTestMatrix;
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| 41 |
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| 42 | TArrayD fBinning;
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| 43 |
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| 44 | EstimationMode_t fEstimationMode;
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| 45 |
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| 46 | Int_t PreProcess(MParList *plist);
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| 47 | Int_t Process();
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| 48 |
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| 49 | Int_t ReadForests(MParList &plist);
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| 50 |
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| 51 | Int_t ReadEnv(const TEnv &env, TString prefix, Bool_t print);
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| 52 |
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| 53 | public:
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| 54 | MRFEnergyEst(const char *name=NULL, const char *title=NULL);
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| 55 |
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| 56 | void SetFileName(TString str) { fFileName = str; }
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| 57 |
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| 58 | void SetNumTrees(Int_t n=-1) { fNumTrees = n; }
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| 59 | void SetNdSize(Int_t n=-1) { fNdSize = n; }
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| 60 | void SetNumTry(Int_t n=-1) { fNumTry = n; }
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| 61 |
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| 62 | void SetTestMatrix(MHMatrix *m=0) { fTestMatrix=m; }
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| 63 | void InitMapping(MHMatrix *m=0) { fTestMatrix=m; }
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| 64 |
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| 65 | void SetDebug(Bool_t b=kTRUE) { fDebug = b; }
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| 66 |
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| 67 | void SetEstimationMode(EstimationMode_t op) { fEstimationMode = op; }
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| 68 |
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| 69 | Int_t Train(const MHMatrix &n, const TArrayD &grid);
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| 70 |
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| 71 | ClassDef(MRFEnergyEst, 0) // Task
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| 72 | };
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| 73 |
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| 74 | #endif
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