1 | /* ======================================================================== *\
|
---|
2 | !
|
---|
3 | ! *
|
---|
4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction
|
---|
5 | ! * Software. It is distributed to you in the hope that it can be a useful
|
---|
6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
|
---|
7 | ! * It is distributed WITHOUT ANY WARRANTY.
|
---|
8 | ! *
|
---|
9 | ! * Permission to use, copy, modify and distribute this software and its
|
---|
10 | ! * documentation for any purpose is hereby granted without fee,
|
---|
11 | ! * provided that the above copyright notice appear in all copies and
|
---|
12 | ! * that both that copyright notice and this permission notice appear
|
---|
13 | ! * in supporting documentation. It is provided "as is" without express
|
---|
14 | ! * or implied warranty.
|
---|
15 | ! *
|
---|
16 | !
|
---|
17 | !
|
---|
18 | ! Author(s): Thomas Bretz 11/2005 <mailto:tbretz@astro.uni-wuerzburg.de>
|
---|
19 | !
|
---|
20 | ! Copyright: MAGIC Software Development, 2005-2007
|
---|
21 | !
|
---|
22 | !
|
---|
23 | \* ======================================================================== */
|
---|
24 |
|
---|
25 | /////////////////////////////////////////////////////////////////////////////
|
---|
26 | //
|
---|
27 | // MJOptimizeBase
|
---|
28 | //
|
---|
29 | // Base class for classes training a random forest
|
---|
30 | //
|
---|
31 | // The order when reading a file is:
|
---|
32 | // 1) Execution of PreTasks (set by user)
|
---|
33 | // 2) Execution of PreCuts (set by user)
|
---|
34 | // 3) Selector (calculated from number of requested events)
|
---|
35 | // 4) Splitter (if sample is split automatically in test/train)
|
---|
36 | // 5) PostTasks (set by user)
|
---|
37 | //
|
---|
38 | // The split into Pre- and PostTasks is done for speed reason. So, if
|
---|
39 | // you calculate a vlue which is not needed for your PreCuts, you can
|
---|
40 | // calculate it afterwards, which will speed up execution.
|
---|
41 | //
|
---|
42 | /////////////////////////////////////////////////////////////////////////////
|
---|
43 | #include "MJOptimizeBase.h"
|
---|
44 |
|
---|
45 | #include <TFile.h>
|
---|
46 |
|
---|
47 | #include "MLog.h"
|
---|
48 | #include "MLogManip.h"
|
---|
49 |
|
---|
50 | #include "MFDataPhrase.h"
|
---|
51 | #include "MParameterCalc.h"
|
---|
52 |
|
---|
53 | #include "MStatusDisplay.h"
|
---|
54 |
|
---|
55 | ClassImp(MJOptimizeBase);
|
---|
56 |
|
---|
57 | using namespace std;
|
---|
58 |
|
---|
59 | //------------------------------------------------------------------------
|
---|
60 | //
|
---|
61 | // Add a cut which is used to fill the matrix, eg "MMcEvt.fPartId<1.5"
|
---|
62 | // (The rule is applied, not inverted: The matrix is filled with
|
---|
63 | // the events fullfilling the condition)
|
---|
64 | //
|
---|
65 | void MJOptimizeBase::AddCut(TList &l, const char *rule)
|
---|
66 | {
|
---|
67 | MFilter *f = new MFDataPhrase(rule);
|
---|
68 | f->SetBit(kCanDelete); //FIXME!!!! Why does not any other list delete it???
|
---|
69 | Add(l, f);
|
---|
70 | }
|
---|
71 |
|
---|
72 | //------------------------------------------------------------------------
|
---|
73 | //
|
---|
74 | // Add an additional parameter (MParameterCalc), eg "0.5", "MWeight"
|
---|
75 | // The default container name is "MWeight"
|
---|
76 | //
|
---|
77 | void MJOptimizeBase::AddPar(TList &l, const char *rule, const char *pname)
|
---|
78 | {
|
---|
79 | TString tname(pname);
|
---|
80 | tname += "Calc";
|
---|
81 |
|
---|
82 | MParameterCalc *par = new MParameterCalc(rule, tname);
|
---|
83 | par->SetNameParameter(pname);
|
---|
84 | // par->SetBit(kCanDelete); //FIXME!!!! MTaskList is deleting it
|
---|
85 | Add(l, par);
|
---|
86 | }
|
---|
87 |
|
---|
88 | //------------------------------------------------------------------------
|
---|
89 | //
|
---|
90 | // Add a task/cut which is used to fill the matrix. If kCanDelete is set
|
---|
91 | // MJOptimize takes the ownership.
|
---|
92 | //
|
---|
93 | void MJOptimizeBase::Add(TList &l, MTask *f)
|
---|
94 | {
|
---|
95 | l.Add(f);
|
---|
96 | }
|
---|
97 |
|
---|
98 | //------------------------------------------------------------------------
|
---|
99 | //
|
---|
100 | // Add a parameter used in your filters (see AddFilter) The parameter
|
---|
101 | // index is returned,
|
---|
102 | //
|
---|
103 | // Int_t idx = AddParameter("log10(MHillas.fSize)");
|
---|
104 | //
|
---|
105 | // The indices are starting with 0 always.
|
---|
106 | //
|
---|
107 | Int_t MJOptimizeBase::AddParameter(const char *rule)
|
---|
108 | {
|
---|
109 | fRules.Add(new TNamed(rule, ""));
|
---|
110 | return fRules.GetSize()-1;
|
---|
111 | }
|
---|