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Comparing UserCode/MitPhysics/Utils/src/JetIDMVA.cc (file contents):
Revision 1.3 by pharris, Wed Apr 4 09:51:31 2012 UTC vs.
Revision 1.20 by arapyan, Fri Apr 5 13:14:28 2013 UTC

#	Line 1 | Line 1
1	+	#include "FWCore/PythonParameterSet/interface/MakeParameterSets.h"
2	+	#include "FWCore/ParameterSet/interface/ParameterSet.h"
3		#include "MitPhysics/Utils/interface/JetIDMVA.h"
4		#include "MitPhysics/Utils/interface/JetTools.h"
5		#include "MitAna/DataTree/interface/StableData.h"
#	Line 13 | Line 15 | using namespace mithep;
15
16		//--------------------------------------------------------------------------------------------------
17		JetIDMVA::JetIDMVA() :
18	<	fJetPtMin(10), //We need to lower this
19	<	fMethodName("JetIDMA"),
18	>	fJetPtMin(0.)  , //We need to lower this
19	>	fDZCut   (0.2),
20	>	fLowPtMethodName ("JetIDMVALowPt" ),
21	>	fHighPtMethodName("JetIDMVAHighPt"),
22		fIsInitialized(kFALSE),
23	<	fNPV    (0),
24	<	fJPt1   (0),
25	<	fJEta1  (0),
26	<	fJPhi1  (0),
27	<	fJD01   (0),
28	<	fJDZ1   (0),
29	<	fJM1    (0),
30	<	fNPart1 (0),
31	<	fLPt1   (0),
32	<	fLEta1  (0),
33	<	fLPhi1  (0),
34	<	fSPt1   (0),
35	<	fSEta1  (0),
36	<	fSPhi1  (0),
37	<	fNEPt1  (0),
38	<	fNEEta1 (0),
39	<	fNEPhi1 (0),
40	<	fEMPt1  (0),
37	<	fEMEta1 (0),
38	<	fEMPhi1 (0),
39	<	fChPt1  (0),
40	<	fChPhi1 (0),
41	<	fLFr1   (0),
42	<	fDRLC1  (0),
43	<	fDRLS1  (0),
44	<	fDRM1   (0),
45	<	fDRNE1  (0),
46	<	fDREM1  (0),
47	<	fDRCH1  (0)
23	>	fNVtx     (0),
24	>	fJPt1     (0),
25	>	fJEta1    (0),
26	>	fJPhi1    (0),
27	>	fJD01     (0),
28	>	fJDZ1     (0),
29	>	fBeta     (0),
30	>	fBetaStar (0),
31	>	fNCharged (0),
32	>	fNNeutrals(0),
33	>	fDRMean   (0),
34	>	fPtD      (0),
35	>	fFrac01   (0),
36	>	fFrac02   (0),
37	>	fFrac03   (0),
38	>	fFrac04   (0),
39	>	fFrac05   (0),
40	>	fDR2Mean  (0)
41		{
42		fReader = 0;
43		}
44		//--------------------------------------------------------------------------------------------------
45	<	JetIDMVA::~JetIDMVA()
46	<	{
47	<	fReader = 0;
45	>	JetIDMVA::~JetIDMVA() {
46	>
47	>	delete fReader;
48	>	delete fLowPtReader;
49		}
50
51		//--------------------------------------------------------------------------------------------------
52	<	void JetIDMVA::Initialize( TString iMethodName,
53	<	TString iWeights,
54	<	JetIDMVA::MVAType iType)
52	>	void JetIDMVA::Initialize( JetIDMVA::CutType iCutType,
53	>	TString iLowPtWeights,
54	>	TString iHighPtWeights,
55	>	JetIDMVA::MVAType iType,
56	>	TString iCutFileName)
57		{
58
59		fIsInitialized = kTRUE;
64	–	fMethodName    = iMethodName;
60		fType          = iType;
61	+	fCutType       = iCutType;
62	+
63	+	std::string lCutId = "JetIdParams";
64	+	if(fType == k42)     lCutId = "PuJetIdOptMVA_wp";
65	+	if(fType == k52)     lCutId = "full_5x_wp";
66	+	if(fType == kCut)    lCutId = "PuJetIdCutBased_wp";
67	+	if(fType == k53)     lCutId = "full_53x_wp";
68	+	if(fType == k53MET)  lCutId = "met_53x_wp";
69	+
70	+	//Load Cut Matrix
71	+	edm::ParameterSet lDefConfig = edm::readPSetsFrom(iCutFileName.Data())->getParameter<edm::ParameterSet>("JetIdParams");
72	+	edm::ParameterSet lConfig    = edm::readPSetsFrom(iCutFileName.Data())->getParameter<edm::ParameterSet>(lCutId);
73	+	std::string lCutType = "Tight";
74	+	if(fCutType == kMedium) lCutType = "Medium";
75	+	if(fCutType == kLoose ) lCutType = "Loose";
76	+	if(fCutType == kMET   ) lCutType = "MET";
77	+	if(fType != kCut) {
78	+	std::string lLowPtCut = "MET";
79	+	std::vector<double> lPt010  = lDefConfig.getParameter<std::vector<double> >(("Pt010_" +lLowPtCut).c_str());
80	+	std::vector<double> lPt1020 = lConfig.getParameter<std::vector<double> >(("Pt1020_"+lCutType).c_str());
81	+	std::vector<double> lPt2030 = lConfig.getParameter<std::vector<double> >(("Pt2030_"+lCutType).c_str());
82	+	std::vector<double> lPt3050 = lConfig.getParameter<std::vector<double> >(("Pt3050_"+lCutType).c_str());
83	+	for(int i0 = 0; i0 < 4; i0++) fMVACut[0][i0] = lPt010 [i0];
84	+	for(int i0 = 0; i0 < 4; i0++) fMVACut[1][i0] = lPt1020[i0];
85	+	for(int i0 = 0; i0 < 4; i0++) fMVACut[2][i0] = lPt2030[i0];
86	+	for(int i0 = 0; i0 < 4; i0++) fMVACut[3][i0] = lPt3050[i0];
87	+	}
88	+	if(fType == kCut) {
89	+	for(int i0 = 0; i0 < 2; i0++) {
90	+	std::string lFullCutType = lCutType;
91	+	if(i0 == 0) lFullCutType = "BetaStar"+ lCutType;
92	+	if(i0 == 1) lFullCutType = "RMS"     + lCutType;
93	+	std::vector<double> pt010  = lConfig.getParameter<std::vector<double> >(("Pt010_" +lFullCutType).c_str());
94	+	std::vector<double> pt1020 = lConfig.getParameter<std::vector<double> >(("Pt1020_"+lFullCutType).c_str());
95	+	std::vector<double> pt2030 = lConfig.getParameter<std::vector<double> >(("Pt2030_"+lFullCutType).c_str());
96	+	std::vector<double> pt3050 = lConfig.getParameter<std::vector<double> >(("Pt3050_"+lFullCutType).c_str());
97	+	if(i0 == 0) {
98	+	for(int i2 = 0; i2 < 4; i2++) fBetaStarCut[0][i2] = pt010 [i2];
99	+	for(int i2 = 0; i2 < 4; i2++) fBetaStarCut[1][i2] = pt1020[i2];
100	+	for(int i2 = 0; i2 < 4; i2++) fBetaStarCut[2][i2] = pt2030[i2];
101	+	for(int i2 = 0; i2 < 4; i2++) fBetaStarCut[3][i2] = pt3050[i2];
102	+	}
103	+	if(i0 == 1) {
104	+	for(int i2 = 0; i2 < 4; i2++) fRMSCut[0][i2] = pt010 [i2];
105	+	for(int i2 = 0; i2 < 4; i2++) fRMSCut[1][i2] = pt1020[i2];
106	+	for(int i2 = 0; i2 < 4; i2++) fRMSCut[2][i2] = pt2030[i2];
107	+	for(int i2 = 0; i2 < 4; i2++) fRMSCut[3][i2] = pt3050[i2];
108	+	}
109	+	}
110	+	return;
111	+	}
112	+
113	+
114	+	fLowPtReader   = 0;
115	+	fLowPtReader   = new TMVA::Reader( "!Color:!Silent:Error" );
116	+	fLowPtReader->AddVariable( "nvtx"     , &fNVtx      );
117	+	if(fType != k53) fLowPtReader->AddVariable( "jetPt"    , &fJPt1      );
118	+	if(fType != k53) fLowPtReader->AddVariable( "jetEta"   , &fJEta1     );
119	+	if(fType != k53) fLowPtReader->AddVariable( "jetPhi"   , &fJPhi1     );
120	+	fLowPtReader->AddVariable( "dZ"       , &fJDZ1      );
121	+	if(fType != k53 && fType != k53MET) fLowPtReader->AddVariable( "d0"       , &fJD01      );
122	+	fLowPtReader->AddVariable( "beta"     , &fBeta      );
123	+	fLowPtReader->AddVariable( "betaStar" , &fBetaStar  );
124	+	fLowPtReader->AddVariable( "nCharged" , &fNCharged  );
125	+	fLowPtReader->AddVariable( "nNeutrals", &fNNeutrals );
126	+	if(fType != k53 && fType != k53MET) fLowPtReader->AddVariable( "dRMean"   , &fDRMean    );
127	+	if(fType == k53 || fType == k53MET) fLowPtReader->AddVariable( "dR2Mean"  , &fDR2Mean   );
128	+	if(fType == k53 || fType == k53MET) fLowPtReader->AddVariable( "ptD"      , &fPtD       );
129	+	fLowPtReader->AddVariable( "frac01"   , &fFrac01    );
130	+	fLowPtReader->AddVariable( "frac02"   , &fFrac02    );
131	+	fLowPtReader->AddVariable( "frac03"   , &fFrac03    );
132	+	fLowPtReader->AddVariable( "frac04"   , &fFrac04    );
133	+	fLowPtReader->AddVariable( "frac05"   , &fFrac05    );
134	+	if(fType == k53) fLowPtReader->AddSpectator( "jetPt"   , &fJPt1      );
135	+	if(fType == k53) fLowPtReader->AddSpectator( "jetEta"  , &fJEta1     );
136	+	if(fType == k53) fLowPtReader->AddSpectator( "jetPhi"  , &fJPhi1     );
137	+
138		fReader        = 0;
139		fReader        = new TMVA::Reader( "!Color:!Silent:Error" );
140		if (fType == kBaseline) {
141	<	fReader->AddSpectator( "npv"     , &fNPV    );
142	<	fReader->AddVariable( "jspt_1"   , &fJPt1   );
143	<	fReader->AddVariable( "jseta_1"  , &fJEta1  );
144	<	fReader->AddVariable( "jsphi_1"  , &fJPhi1  );
145	<	fReader->AddVariable( "jd0_1"    , &fJD01   );
146	<	fReader->AddVariable( "jdZ_1"    , &fJDZ1   );
147	<	fReader->AddVariable( "jm_1"     , &fJM1    );
148	<	fReader->AddVariable( "npart_1"  , &fNPart1 );
149	<	fReader->AddVariable( "lpt_1"    , &fLPt1   );
150	<	fReader->AddVariable( "leta_1"   , &fLEta1  );
151	<	fReader->AddVariable( "lphi_1"   , &fLPhi1  );
152	<	fReader->AddVariable( "spt_1"    , &fSPt1   );
153	<	fReader->AddVariable( "seta_1"   , &fSEta1  );
154	<	fReader->AddVariable( "sphi_1"   , &fSPhi1  );
155	<	fReader->AddVariable( "lnept_1"  , &fNEPt1  );
156	<	fReader->AddVariable( "lneeta_1" , &fNEEta1 );
85	<	fReader->AddVariable( "lnephi_1" , &fNEPhi1 );
86	<	fReader->AddVariable( "lempt_1"  , &fEMPt1  );
87	<	fReader->AddVariable( "lemeta_1" , &fEMEta1 );
88	<	fReader->AddVariable( "lemphi_1" , &fEMPhi1 );
89	<	fReader->AddVariable( "lchpt_1"  , &fChPt1  );
90	<	fReader->AddVariable( "lchphi_1" , &fChPhi1 );
91	<	fReader->AddVariable( "lLfr_1"   , &fLFr1   );
92	<	fReader->AddVariable( "drlc_1"   , &fDRLC1  );
93	<	fReader->AddVariable( "drls_1"   , &fDRLS1  );
94	<	fReader->AddVariable( "drm_1"    , &fDRM1   );
95	<	fReader->AddVariable( "drmne_1"  , &fDRNE1  );
96	<	fReader->AddVariable( "drem_1"   , &fDREM1  );
97	<	fReader->AddVariable( "drch_1"   , &fDRCH1  );
141	>	fReader->AddVariable( "nvtx"     , &fNVtx      );
142	>	fReader->AddVariable( "jetPt"    , &fJPt1      );
143	>	fReader->AddVariable( "jetEta"   , &fJEta1     );
144	>	fReader->AddVariable( "jetPhi"   , &fJPhi1     );
145	>	fReader->AddVariable( "dZ"       , &fJDZ1      );
146	>	fReader->AddVariable( "d0"       , &fJD01      );
147	>	fReader->AddVariable( "beta"     , &fBeta      );
148	>	fReader->AddVariable( "betaStar" , &fBetaStar  );
149	>	fReader->AddVariable( "nCharged" , &fNCharged  );
150	>	fReader->AddVariable( "nNeutrals", &fNNeutrals );
151	>	fReader->AddVariable( "dRMean"   , &fDRMean    );
152	>	fReader->AddVariable( "frac01"   , &fFrac01    );
153	>	fReader->AddVariable( "frac02"   , &fFrac02    );
154	>	fReader->AddVariable( "frac03"   , &fFrac03    );
155	>	fReader->AddVariable( "frac04"   , &fFrac04    );
156	>	fReader->AddVariable( "frac05"   , &fFrac05    );
157		}
158	<	fReader->BookMVA(fMethodName , iWeights );
158	>	if (fType == k42) {
159	>	fReader->AddVariable( "frac01"   , &fFrac01    );
160	>	fReader->AddVariable( "frac02"   , &fFrac02    );
161	>	fReader->AddVariable( "frac03"   , &fFrac03    );
162	>	fReader->AddVariable( "frac04"   , &fFrac04    );
163	>	fReader->AddVariable( "frac05"   , &fFrac05    );
164	>	fReader->AddVariable( "nvtx"     , &fNVtx      );
165	>	fReader->AddVariable( "nNeutrals", &fNNeutrals );
166	>	fReader->AddVariable( "beta"     , &fBeta      );
167	>	fReader->AddVariable( "betaStar" , &fBetaStar  );
168	>	fReader->AddVariable( "dZ"       , &fJDZ1      );
169	>	fReader->AddVariable( "nCharged" , &fNCharged  );
170	>	fReader->AddSpectator( "jetPt"    , &fJPt1      );
171	>	fReader->AddSpectator( "jetEta"   , &fJEta1     );
172	>	}
173	>	if (fType == k52) {
174	>	fReader->AddVariable( "frac01"   , &fFrac01    );
175	>	fReader->AddVariable( "frac02"   , &fFrac02    );
176	>	fReader->AddVariable( "frac03"   , &fFrac03    );
177	>	fReader->AddVariable( "frac04"   , &fFrac04    );
178	>	fReader->AddVariable( "frac05"   , &fFrac05    );
179	>	fReader->AddVariable( "dR2Mean"  , &fDR2Mean   );
180	>	fReader->AddVariable( "nvtx"     , &fNVtx      );
181	>	fReader->AddVariable( "nNeutrals", &fNNeutrals );
182	>	fReader->AddVariable( "beta"     , &fBeta      );
183	>	fReader->AddVariable( "betaStar" , &fBetaStar  );
184	>	fReader->AddVariable( "dZ"       , &fJDZ1      );
185	>	fReader->AddVariable( "nCharged" , &fNCharged  );
186	>	fReader->AddSpectator( "jetPt"    , &fJPt1      );
187	>	fReader->AddSpectator( "jetEta"   , &fJEta1     );
188	>	}
189	>	if (fType == k53) {
190	>	fReader->AddVariable( "nvtx"     , &fNVtx      );
191	>	fReader->AddVariable( "dZ"       , &fJDZ1      );
192	>	fReader->AddVariable( "beta"     , &fBeta      );
193	>	fReader->AddVariable( "betaStar" , &fBetaStar  );
194	>	fReader->AddVariable( "nCharged" , &fNCharged  );
195	>	fReader->AddVariable( "nNeutrals", &fNNeutrals );
196	>	fReader->AddVariable( "dR2Mean"  , &fDR2Mean   );
197	>	fReader->AddVariable( "ptD"      , &fPtD       );
198	>	fReader->AddVariable( "frac01"   , &fFrac01    );
199	>	fReader->AddVariable( "frac02"   , &fFrac02    );
200	>	fReader->AddVariable( "frac03"   , &fFrac03    );
201	>	fReader->AddVariable( "frac04"   , &fFrac04    );
202	>	fReader->AddVariable( "frac05"   , &fFrac05    );
203	>	fReader->AddSpectator( "jetPt"   , &fJPt1      );
204	>	fReader->AddSpectator( "jetEta"  , &fJEta1     );
205	>	fReader->AddSpectator( "jetPhi"  , &fJPhi1     );
206	>	}
207	>	if (fType == k53MET) {
208	>	fReader->AddVariable( "nvtx"     , &fNVtx      );
209	>	fReader->AddVariable( "jetPt"    , &fJPt1      );
210	>	fReader->AddVariable( "jetEta"   , &fJEta1     );
211	>	fReader->AddVariable( "jetPhi"   , &fJPhi1     );
212	>	fReader->AddVariable( "dZ"       , &fJDZ1      );
213	>	fReader->AddVariable( "beta"     , &fBeta      );
214	>	fReader->AddVariable( "betaStar" , &fBetaStar  );
215	>	fReader->AddVariable( "nCharged" , &fNCharged  );
216	>	fReader->AddVariable( "nNeutrals", &fNNeutrals );
217	>	fReader->AddVariable( "dR2Mean"  , &fDR2Mean   );
218	>	fReader->AddVariable( "ptD"      , &fPtD       );
219	>	fReader->AddVariable( "frac01"   , &fFrac01    );
220	>	fReader->AddVariable( "frac02"   , &fFrac02    );
221	>	fReader->AddVariable( "frac03"   , &fFrac03    );
222	>	fReader->AddVariable( "frac04"   , &fFrac04    );
223	>	fReader->AddVariable( "frac05"   , &fFrac05    );
224	>	}
225	>	if (fType == kQGP) {
226	>	fReader->AddVariable( "nvtx"      , &fNVtx       );
227	>	fReader->AddVariable( "jetPt"     , &fJPt1       );
228	>	fReader->AddVariable( "jetEta"    , &fJEta1      );
229	>	fReader->AddVariable( "jetPhi"    , &fJPhi1      );
230	>	fReader->AddVariable( "beta"      , &fBeta      );
231	>	fReader->AddVariable( "betaStar"  , &fBetaStar  );
232	>	fReader->AddVariable( "nParticles", &fNNeutrals );
233	>	fReader->AddVariable( "nCharged"  , &fNCharged  );
234	>	fReader->AddVariable( "dRMean"    , &fDRMean    );
235	>	fReader->AddVariable( "ptD"       , &fPtD       );
236	>	fReader->AddVariable( "frac01"    , &fFrac01    );
237	>	fReader->AddVariable( "frac02"    , &fFrac02    );
238	>	fReader->AddVariable( "frac03"    , &fFrac03    );
239	>	fReader->AddVariable( "frac04"    , &fFrac04    );
240	>	fReader->AddVariable( "frac05"    , &fFrac05    );
241	>	}
242	>
243	>	fLowPtReader->BookMVA(fLowPtMethodName  , iLowPtWeights );
244	>	fReader->BookMVA(fHighPtMethodName , iHighPtWeights );
245		std::cout << "Jet ID MVA Initialization\n";
246	<	std::cout << "MethodName : " << fMethodName << " , type == " << fType << std::endl;
246	>	std::cout << "MethodName : " << fLowPtMethodName << " , type == " << fType << std::endl;
247	>
248		}
249
250		//--------------------------------------------------------------------------------------------------
#	Line 109 | Line 255 | Double_t JetIDMVA::MVAValue(
255		Float_t iJPhi1  ,
256		Float_t iJD01   ,
257		Float_t iJDZ1   ,
258	<	Float_t iJM1    ,
259	<	Float_t iNPart1 ,
260	<	Float_t iLPt1   ,
261	<	Float_t iLEta1  ,
262	<	Float_t iLPhi1  ,
263	<	Float_t iSPt1   ,
264	<	Float_t iSEta1  ,
265	<	Float_t iSPhi1  ,
266	<	Float_t iNEPt1  ,
267	<	Float_t iNEEta1 ,
268	<	Float_t iNEPhi1 ,
269	<	Float_t iEMPt1  ,
124	<	Float_t iEMEta1 ,
125	<	Float_t iEMPhi1 ,
126	<	Float_t iChPt1  ,
127	<	Float_t iChPhi1 ,
128	<	Float_t iLFr1   ,
129	<	Float_t iDRLC1  ,
130	<	Float_t iDRLS1  ,
131	<	Float_t iDRM1   ,
132	<	Float_t iDRNE1 ,
133	<	Float_t iDREM1  ,
134	<	Float_t iDRCH1
258	>	Float_t iBeta   ,
259	>	Float_t iBetaStar,
260	>	Float_t iNCharged,
261	>	Float_t iNNeutrals,
262	>	Float_t iDRMean  ,
263	>	Float_t iFrac01  ,
264	>	Float_t iFrac02  ,
265	>	Float_t iFrac03  ,
266	>	Float_t iFrac04  ,
267	>	Float_t iFrac05  ,
268	>	Float_t iDR2Mean ,
269	>	Float_t iPtD
270		){
271
272	<	if (!fIsInitialized) {
272	>	if(!fIsInitialized) {
273		std::cout << "Error: JetIDMVA not properly initialized.\n";
274		return -9999;
275		}
276
277	<	fNPV    = iNPV;
278	<	fJPt1   = iJPt1;
279	<	fJEta1  = iJEta1;
280	<	fJPhi1  = fJPhi1;
281	<	fJD01   = iJD01;
282	<	fJDZ1   = iJDZ1;
283	<	fJM1    = iJM1 ;
284	<	fNPart1 = iNPart1;
285	<	fLPt1   = iLPt1;
286	<	fLEta1  = iLEta1;
287	<	fLPhi1  = iLPhi1;
288	<	fSPt1   = iSPt1;
289	<	fSEta1  = iSEta1;
290	<	fSPhi1  = iSPhi1;
291	<	fNEPt1  = iNEPt1;
292	<	fNEEta1 = iNEEta1;
293	<	fNEPhi1 = iNEPhi1;
294	<	fEMPt1  = iEMPt1;
160	<	fEMEta1 = iEMEta1;
161	<	fEMPhi1 = iEMPhi1;
162	<	fChPt1  = iChPt1;
163	<	fChPhi1 = iChPhi1;
164	<	fLFr1   = iLFr1;
165	<	fDRLC1  = iDRLC1;
166	<	fDRLS1  = iDRLS1;
167	<	fDRM1   = iDRM1;
168	<	fDRNE1  = iDRNE1;
169	<	fDREM1  = iDREM1;
170	<	fDRCH1  = iDRCH1;
277	>	fNVtx      = iNPV;
278	>	fJPt1      = iJPt1;
279	>	fJEta1     = iJEta1;
280	>	fJPhi1     = fJPhi1;
281	>	fJD01      = iJD01;
282	>	fJDZ1      = iJDZ1;
283	>	fBeta      = iBeta;
284	>	fBetaStar  = iBetaStar;
285	>	fNCharged  = iNCharged;
286	>	fNNeutrals = iNNeutrals;
287	>	fDRMean    = iDRMean;
288	>	fPtD       = iPtD;
289	>	fFrac01    = iFrac01;
290	>	fFrac02    = iFrac02;
291	>	fFrac03    = iFrac03;
292	>	fFrac04    = iFrac04;
293	>	fFrac05    = iFrac05;
294	>	fDR2Mean   = iDR2Mean;
295
296		Double_t lMVA = -9999;
297	<	lMVA = fReader->EvaluateMVA( fMethodName );
298	<
297	>	if(iJPt1 < 10) lMVA = fLowPtReader->EvaluateMVA( fLowPtMethodName  );
298	>	if(iJPt1 > 10) lMVA = fReader->EvaluateMVA( fHighPtMethodName );
299		return lMVA;
300		}
301		//--------------------------------------------------------------------------------------------------
302	<	Bool_t JetIDMVA::pass(const PFJet *iJet,const Vertex *iVertex,
302	>	Bool_t JetIDMVA::passPt(const PFJet *iJet, FactorizedJetCorrector *iJetCorrector,
303	>	const PileupEnergyDensityCol *iPileupEnergyDensity,
304	>	RhoUtilities::RhoType type) {
305	>	if(iJetCorrector == 0) return (iJet->Pt() > fJetPtMin);
306	>	double lPt  = correctedPt(iJet,                  iJetCorrector,iPileupEnergyDensity,type);
307	>	if(lPt < fJetPtMin)                         return false;
308	>	return true;
309	>	}
310	>	//--------------------------------------------------------------------------------------------------
311	>	Bool_t JetIDMVA::pass(const PFJet *iJet,const Vertex *iVertex,const VertexCol *iVertices,
312		FactorizedJetCorrector *iJetCorrector,
313	<	const PileupEnergyDensityCol *iPileupEnergyDensity) {
313	>	const PileupEnergyDensityCol *iPileupEnergyDensity,
314	>	RhoUtilities::RhoType type) {
315	>
316		if(!JetTools::passPFLooseId(iJet))                 return false;
317	<	if(correctedPt(iJet,iJetCorrector,iPileupEnergyDensity) < fJetPtMin && iJet->TrackCountingHighEffBJetTagsDisc() == -100) return false; //This line is a bug in the Met training
318	<	if( fabs(JetTools::impactParameter(iJet,iVertex,true)) < 0.2) return true;
319	<	double lMVA = MVAValue(iJet,iVertex,iJetCorrector,iPileupEnergyDensity);
320	<	if(lMVA < -0.8)                            return false;
321	<	if(lMVA < -0.5 && fabs(iJet->Eta()) > 3.0) return false;
317	>	if(fabs(iJet->Eta()) > 4.99)                       return false;
318	>
319	>	double lMVA = MVAValue   (iJet,iVertex,iVertices,iJetCorrector,iPileupEnergyDensity);
320	>	double lPt  = correctedPt(iJet,                  iJetCorrector,iPileupEnergyDensity,type);
321	>	if(lPt < fJetPtMin)                         return false;
322	>
323	>	int lPtId = 0;
324	>	if(lPt > 10 && lPt < 20) lPtId = 1;
325	>	if(lPt > 20 && lPt < 30) lPtId = 2;
326	>	if(lPt > 30                   ) lPtId = 3;
327	>
328	>	int lEtaId = 0;
329	>	if(fabs(iJet->Eta()) > 2.5  && fabs(iJet->Eta()) < 2.75) lEtaId = 1;
330	>	if(fabs(iJet->Eta()) > 2.75 && fabs(iJet->Eta()) < 3.0 ) lEtaId = 2;
331	>	if(fabs(iJet->Eta()) > 3.0  && fabs(iJet->Eta()) < 5.0 ) lEtaId = 3;
332	>
333	>	double lMVACut = fMVACut[lPtId][lEtaId];
334	>	if(lMVA < lMVACut) return false;
335		return true;
336		}
337		//--------------------------------------------------------------------------------------------------
338	<	Bool_t JetIDMVA::pass(const PFJet *iJet,const Vertex *iVertex) {
338	>	Bool_t JetIDMVA::passCut(const PFJet *iJet,const Vertex *iVertex,const VertexCol *iVertices) {
339		if(!JetTools::passPFLooseId(iJet))                 return false;
340	<	if(iJet->Pt() < fJetPtMin && iJet->TrackCountingHighEffBJetTagsDisc() == -100) return false; //This line is a bug in the Met training
341	<	if( fabs(JetTools::impactParameter(iJet,iVertex,true)) < 0.2) return true;
342	<	double lMVA = MVAValue(iJet,iVertex);
343	<	if(lMVA < -0.8)                            return false;
344	<	if(lMVA < -0.5 && fabs(iJet->Eta()) > 3.0) return false;
340	>	if(iJet->Pt()        < fJetPtMin) return false;
341	>	if(fabs(iJet->Eta()) > 4.99)      return false;
342	>	//if(fType == kCut) passCut(iJet,iVertex,iVertices);
343	>
344	>	double lPt = iJet->Pt();
345	>	int lPtId = 0;
346	>	if(lPt > 10 && lPt < 20) lPtId = 1;
347	>	if(lPt > 20 && lPt < 30) lPtId = 2;
348	>	if(lPt > 30                   ) lPtId = 3;
349	>
350	>	int lEtaId = 0;
351	>	if(fabs(iJet->Eta()) > 2.5  && fabs(iJet->Eta()) < 2.75) lEtaId = 1;
352	>	if(fabs(iJet->Eta()) > 2.75 && fabs(iJet->Eta()) < 3.0 ) lEtaId = 2;
353	>	if(fabs(iJet->Eta()) > 3.0  && fabs(iJet->Eta()) < 5.0 ) lEtaId = 3;
354	>	float betaStarModified = JetTools::betaStarClassic(iJet,iVertex,iVertices)/log(iVertices ->GetEntries()-0.64);
355	>	float dR2Mean          = JetTools::dR2Mean(iJet,-1);
356	>
357	>	if(betaStarModified < fBetaStarCut[lPtId][lEtaId] &&
358	>	dR2Mean          < fRMSCut     [lPtId][lEtaId]
359	>	) return true;
360	>
361	>	return false;
362	>	}
363	>	//--------------------------------------------------------------------------------------------------
364	>	Bool_t JetIDMVA::pass(const PFJet *iJet,const Vertex *iVertex,const VertexCol *iVertices) {
365	>	if(!JetTools::passPFLooseId(iJet))                 return false;
366	>	if(iJet->Pt()        < fJetPtMin) return false;
367	>	if(fabs(iJet->Eta()) > 4.99)      return false;
368	>	if(fType == kCut) return passCut(iJet,iVertex,iVertices);
369	>	double lMVA = MVAValue(iJet,iVertex,iVertices);
370	>
371	>	int lPtId = 0;
372	>	if(iJet->Pt() > 10 && iJet->Pt() < 20) lPtId = 1;
373	>	if(iJet->Pt() > 20 && iJet->Pt() < 30) lPtId = 2;
374	>	if(iJet->Pt() > 30                   ) lPtId = 3;
375	>
376	>	int lEtaId = 0;
377	>	if(fabs(iJet->Eta()) > 2.5  && fabs(iJet->Eta()) < 2.75) lEtaId = 1;
378	>	if(fabs(iJet->Eta()) > 2.75 && fabs(iJet->Eta()) < 3.0 ) lEtaId = 2;
379	>	if(fabs(iJet->Eta()) > 3.0  && fabs(iJet->Eta()) < 5.0 ) lEtaId = 3;
380	>
381	>	double lMVACut = fMVACut[lPtId][lEtaId];
382	>	if(lMVA < lMVACut) return false;
383		return true;
384	+	//if(lMVA < -0.8)                            return false;
385	+	//if(lMVA < -0.5 && fabs(iJet->Eta()) > 3.0) return false;
386	+	//if(iJet->Pt() < fJetPtMin && iJet->TrackCountingHighEffBJetTagsDisc() == -100) return false; //This line is a bug in the Met training
387	+	//if( fabs(JetTools::impactParameter(iJet,iVertex,true)) < 0.2) return true;
388		}
389		//--------------------------------------------------------------------------------------------------
390	<	Double_t JetIDMVA::MVAValue(const PFJet *iJet,const Vertex *iVertex, //Vertex here is the PV
390	>	Double_t JetIDMVA::MVAValue(const PFJet *iJet,const Vertex *iVertex,const VertexCol *iVertices, //Vertex here is the PV
391		FactorizedJetCorrector *iJetCorrector,
392		const PileupEnergyDensityCol *iPileupEnergyDensity,
393		Bool_t printDebug) {
#	Line 209 | Line 399 | Double_t JetIDMVA::MVAValue(const PFJet
399		if(!JetTools::passPFLooseId(iJet)) return -2.;
400
401		//set all input variables
402	+	fNVtx      = iVertices->GetEntries();
403		fJPt1      = correctedPt(iJet,iJetCorrector,iPileupEnergyDensity);
404		fJEta1     = iJet->RawMom().Eta();
405		fJPhi1     = iJet->RawMom().Phi();
406	<	fJM1       = iJet->Mass();
407	<
408	<	const mithep::PFCandidate *lLead     = JetTools::leadCand(iJet,-1);
409	<	const mithep::PFCandidate *lSecond   = JetTools::leadCand(iJet,-1,true);
410	<	const mithep::PFCandidate *lLeadNeut = JetTools::leadCand(iJet ,5);
411	<	const mithep::PFCandidate *lLeadEm   = JetTools::leadCand(iJet ,4);
412	<	const mithep::PFCandidate *lLeadCh   = JetTools::leadCand(iJet ,1);
413	<
414	<	fJD01         = JetTools::impactParameter(iJet,iVertex);
415	<	fJDZ1         = JetTools::impactParameter(iJet,iVertex,true);
416	<	fNPart1       = iJet->NPFCands();
417	<	fLPt1         = lLead    ->Pt();
418	<	fLEta1        = lLead    ->Eta();
419	<	fLPhi1        = lLead    ->Phi();
420	<	fSPt1         = lSecond  ->Pt();
421	<	fSEta1        = lSecond  ->Eta();
422	<	fSPhi1        = lSecond  ->Phi();
423	<	fNEPt1        = lLeadNeut->Pt();
424	<	fNEEta1       = lLeadNeut->Eta();
234	<	fNEPhi1       = lLeadNeut->Phi();
235	<	fEMPt1        = lLeadEm  ->Pt();
236	<	fEMEta1       = lLeadEm  ->Eta();
237	<	fEMPhi1       = lLeadEm  ->Phi();
238	<	fChPt1        = lLeadCh  ->Pt();
239	<	//fChEta1       = lLeadCh  ->Eta();
240	<	fChPhi1       = lLeadCh  ->Phi();
241	<	fLFr1         = lLead->Pt()/iJet->Pt();
242	<
243	<	fDRLC1        = MathUtils::DeltaR(iJet->Mom(),lLead  ->Mom());
244	<	fDRLS1        = MathUtils::DeltaR(iJet->Mom(),lSecond->Mom());
245	<	fDRM1         = JetTools::dRMean (iJet,-1);
246	<	fDRNE1        = JetTools::dRMean (iJet, 5);
247	<	fDREM1        = JetTools::dRMean (iJet, 4);
248	<	fDRCH1        = JetTools::dRMean (iJet, 1);
249	<
250	<	double lMVA = fReader->EvaluateMVA( fMethodName );
251	<
406	>	fJD01      = JetTools::impactParameter(iJet,iVertex);
407	>	fJDZ1      = JetTools::impactParameter(iJet,iVertex,true);
408	>	fBeta      = JetTools::Beta(iJet,iVertex,fDZCut);
409	>	fBetaStar  = JetTools::betaStar(iJet,iVertex,iVertices,fDZCut);
410	>	fNCharged  = iJet->ChargedMultiplicity();
411	>	fNNeutrals = iJet->NeutralMultiplicity();
412	>
413	>	fDRMean    = JetTools::dRMean(iJet,-1);
414	>	fDR2Mean   = JetTools::dR2Mean(iJet,-1);
415	>	fPtD       = JetTools::W(iJet,-1,0);
416	>	fFrac01    = JetTools::frac  (iJet,0.1,0. ,-1);
417	>	fFrac02    = JetTools::frac  (iJet,0.2,0.1,-1);
418	>	fFrac03    = JetTools::frac  (iJet,0.3,0.2,-1);
419	>	fFrac04    = JetTools::frac  (iJet,0.4,0.3,-1);
420	>	fFrac05    = JetTools::frac  (iJet,0.5,0.4,-1);
421	>
422	>	double lMVA = 0;
423	>	if(fJPt1 < 10) lMVA = fLowPtReader->EvaluateMVA( fLowPtMethodName  );
424	>	if(fJPt1 > 10) lMVA = fReader->EvaluateMVA( fHighPtMethodName );
425		if (printDebug == kTRUE) {
426		std::cout << "Debug Jet MVA: "
427	<	<< fNPV    << " "
428	<	<< fJPt1   << " "
429	<	<< fJEta1  << " "
430	<	<< fJPhi1  << " "
431	<	<< fJD01   << " "
432	<	<< fJDZ1   << " "
433	<	<< fJM1    << " "
434	<	<< fNPart1 << " "
435	<	<< fLPt1   << " "
436	<	<< fLEta1  << " "
437	<	<< fLPhi1  << " "
438	<	<< fSPt1   << " "
439	<	<< fSEta1  << " "
440	<	<< fSPhi1  << " "
441	<	<< fNEPt1  << " "
442	<	<< fNEEta1 << " "
443	<	<< fNEPhi1 << " "
444	<	<< fEMPt1  << " "
272	<	<< fEMEta1 << " "
273	<	<< fEMPhi1 << " "
274	<	<< fChPt1  << " "
275	<	<< fChPhi1 << " "
276	<	<< fLFr1   << " "
277	<	<< fDRLC1  << " "
278	<	<< fDRLS1  << " "
279	<	<< fDRM1   << " "
280	<	<< fDRNE1 << " "
281	<	<< fDREM1  << " "
282	<	<< fDRCH1  << " "
427	>	<< fNVtx      << " "
428	>	<< fJPt1      << " "
429	>	<< fJEta1     << " "
430	>	<< fJPhi1     << " "
431	>	<< fJD01      << " "
432	>	<< fJDZ1      << " "
433	>	<< fBeta      << " "
434	>	<< fBetaStar  << " "
435	>	<< fNCharged  << " "
436	>	<< fNNeutrals << " "
437	>	<< fDRMean    << " "
438	>	<< fPtD       << " "
439	>	<< fFrac01    << " "
440	>	<< fFrac02    << " "
441	>	<< fFrac03    << " "
442	>	<< fFrac04    << " "
443	>	<< fFrac05    << " "
444	>	<< fDR2Mean
445		<< " === : === "
446		<< lMVA << " "
447	<	<< std::endl;
447	>	<< " -----> raw pt " << iJet->Pt() << std::endl;
448		}
449	<
449	>	//std::cout << " === " << iJet->Pt() << " -- " << iJet->Eta() << " -- "  << fPtD << " -- " << lMVA << std::endl;
450		return lMVA;
451		}
452	<	Double_t JetIDMVA::MVAValue(const PFJet *iJet,const Vertex *iVertex, //Vertex here is the PV
452	>	Double_t JetIDMVA::MVAValue(const PFJet *iJet,const Vertex *iVertex, const VertexCol *iVertices,//Vertex here is the PV
453		Bool_t printDebug) {
454
455		if (!fIsInitialized) {
#	Line 297 | Line 459 | Double_t JetIDMVA::MVAValue(const PFJet
459		if(!JetTools::passPFLooseId(iJet)) return -2.;
460
461		//set all input variables
462	+	fNVtx      = iVertices->GetEntries();
463		fJPt1      = iJet->Pt();
464		fJEta1     = iJet->RawMom().Eta();
465		fJPhi1     = iJet->RawMom().Phi();
466	<	fJM1       = iJet->Mass();
467	<
468	<	const mithep::PFCandidate *lLead     = JetTools::leadCand(iJet,-1);
469	<	const mithep::PFCandidate *lSecond   = JetTools::leadCand(iJet,-1,true);
470	<	const mithep::PFCandidate *lLeadNeut = JetTools::leadCand(iJet ,5);
471	<	const mithep::PFCandidate *lLeadEm   = JetTools::leadCand(iJet ,4);
472	<	const mithep::PFCandidate *lLeadCh   = JetTools::leadCand(iJet ,1);
473	<
474	<	fJD01         = JetTools::impactParameter(iJet,iVertex);
475	<	fJDZ1         = JetTools::impactParameter(iJet,iVertex,true);
476	<	fNPart1       = iJet->NPFCands();
477	<	fLPt1         = lLead    ->Pt();
478	<	fLEta1        = lLead    ->Eta();
479	<	fLPhi1        = lLead    ->Phi();
480	<	fSPt1         = lSecond  ->Pt();
481	<	fSEta1        = lSecond  ->Eta();
482	<	fSPhi1        = lSecond  ->Phi();
483	<	fNEPt1        = lLeadNeut->Pt();
484	<	fNEEta1       = lLeadNeut->Eta();
322	<	fNEPhi1       = lLeadNeut->Phi();
323	<	fEMPt1        = lLeadEm  ->Pt();
324	<	fEMEta1       = lLeadEm  ->Eta();
325	<	fEMPhi1       = lLeadEm  ->Phi();
326	<	fChPt1        = lLeadCh  ->Pt();
327	<	//fChEta1       = lLeadCh  ->Eta();
328	<	fChPhi1       = lLeadCh  ->Phi();
329	<	fLFr1         = lLead->Pt()/iJet->RawMom().Pt();
330	<
331	<	fDRLC1        = MathUtils::DeltaR(iJet->Mom(),lLead  ->Mom());
332	<	fDRLS1        = MathUtils::DeltaR(iJet->Mom(),lSecond->Mom());
333	<	fDRM1         = JetTools::dRMean (iJet,-1);
334	<	fDRNE1        = JetTools::dRMean (iJet, 5);
335	<	fDREM1        = JetTools::dRMean (iJet, 4);
336	<	fDRCH1        = JetTools::dRMean (iJet, 1);
337	<
338	<	double lMVA = fReader->EvaluateMVA( fMethodName );
339	<
466	>	fJD01      = JetTools::impactParameter(iJet,iVertex);
467	>	fJDZ1      = JetTools::impactParameter(iJet,iVertex,true);
468	>	fBeta      = JetTools::Beta(iJet,iVertex,fDZCut);
469	>	fBetaStar  = JetTools::betaStar(iJet,iVertex,iVertices,fDZCut);
470	>	fNCharged  = iJet->ChargedMultiplicity();
471	>	fNNeutrals = iJet->NeutralMultiplicity();
472	>	fPtD       = JetTools::W(iJet,-1,0);
473	>	fDRMean    = JetTools::dRMean (iJet,-1);
474	>	fDR2Mean   = JetTools::dR2Mean(iJet,-1);
475	>	fFrac01    = JetTools::frac   (iJet,0.1,0. ,-1);
476	>	fFrac02    = JetTools::frac   (iJet,0.2,0.1,-1);
477	>	fFrac03    = JetTools::frac   (iJet,0.3,0.2,-1);
478	>	fFrac04    = JetTools::frac   (iJet,0.4,0.3,-1);
479	>	fFrac05    = JetTools::frac   (iJet,0.5,0.4,-1);
480	>
481	>	double lMVA = 0;
482	>	if(fJPt1 < 10) lMVA = fLowPtReader->EvaluateMVA( fLowPtMethodName  );
483	>	if(fJPt1 > 10) lMVA = fReader     ->EvaluateMVA( fHighPtMethodName );
484	>
485		if (printDebug == kTRUE) {
486		std::cout << "Debug Jet MVA: "
487	<	<< fNPV    << " "
488	<	<< fJPt1   << " "
489	<	<< fJEta1  << " "
490	<	<< fJPhi1  << " "
491	<	<< fJD01   << " "
492	<	<< fJDZ1   << " "
493	<	<< fJM1    << " "
494	<	<< fNPart1 << " "
495	<	<< fLPt1   << " "
496	<	<< fLEta1  << " "
497	<	<< fLPhi1  << " "
498	<	<< fSPt1   << " "
499	<	<< fSEta1  << " "
500	<	<< fSPhi1  << " "
501	<	<< fNEPt1  << " "
502	<	<< fNEEta1 << " "
503	<	<< fNEPhi1 << " "
504	<	<< fEMPt1  << " "
360	<	<< fEMEta1 << " "
361	<	<< fEMPhi1 << " "
362	<	<< fChPt1  << " "
363	<	<< fChPhi1 << " "
364	<	<< fLFr1   << " "
365	<	<< fDRLC1  << " "
366	<	<< fDRLS1  << " "
367	<	<< fDRM1   << " "
368	<	<< fDRNE1 << " "
369	<	<< fDREM1  << " "
370	<	<< fDRCH1  << " "
487	>	<< fNVtx      << " "
488	>	<< fJPt1      << " "
489	>	<< fJEta1     << " "
490	>	<< fJPhi1     << " "
491	>	<< fJD01      << " "
492	>	<< fJDZ1      << " "
493	>	<< fBeta      << " "
494	>	<< fBetaStar  << " "
495	>	<< fNCharged  << " "
496	>	<< fNNeutrals << " "
497	>	<< fDRMean    << " "
498	>	<< fPtD       << " "
499	>	<< fFrac01    << " "
500	>	<< fFrac02    << " "
501	>	<< fFrac03    << " "
502	>	<< fFrac04    << " "
503	>	<< fFrac05    << " "
504	>	<< fDR2Mean
505		<< " === : === "
506		<< lMVA << " "
507		<< std::endl;
#	Line 375 | Line 509 | Double_t JetIDMVA::MVAValue(const PFJet
509
510		return lMVA;
511		}
512	<	Double_t JetIDMVA::correctedPt(const PFJet *iJet, FactorizedJetCorrector *iJetCorrector,const PileupEnergyDensityCol *iPUEnergyDensity) {
512	>	//--------------------------------------------------------------------------------------------------
513	>	Double_t* JetIDMVA::QGValue(const PFJet *iJet,const Vertex *iVertex,const VertexCol *iVertices, //Vertex here is the PV
514	>	FactorizedJetCorrector *iJetCorrector,
515	>	const PileupEnergyDensityCol *iPileupEnergyDensity,
516	>	Bool_t printDebug) {
517	>
518	>	Double_t *lId = new double[3];
519	>	lId[0] = -2;
520	>	lId[1] = -2;
521	>	lId[2] = -2;
522	>	if (!fIsInitialized) {
523	>	std::cout << "Error: JetIDMVA not properly initialized.\n";
524	>	return lId;
525	>	}
526	>	if(!JetTools::passPFLooseId(iJet)) return lId;
527	>
528	>	fJPt1       = correctedPt(iJet,iJetCorrector,iPileupEnergyDensity);
529	>	if(fJPt1 < 20) return lId;
530	>
531	>	//set all input variables
532	>	fNVtx       = iVertices->GetEntries();
533	>	fJEta1      = iJet->RawMom().Eta();
534	>	fJPhi1      = iJet->RawMom().Phi();
535	>	fJD01       = JetTools::impactParameter(iJet,iVertex);
536	>	fJDZ1       = JetTools::impactParameter(iJet,iVertex,true);
537	>	fBeta       = JetTools::Beta(iJet,iVertex,fDZCut);
538	>	fBetaStar   = JetTools::betaStar(iJet,iVertex,iVertices,fDZCut);
539	>	fNCharged   = iJet->ChargedMultiplicity();
540	>	fNNeutrals  = iJet->NeutralMultiplicity();
541	>	fNParticles = fNCharged+fNNeutrals;
542	>	fPtD        = JetTools::W(iJet,-1,0);
543	>
544	>	fDRMean    = JetTools::dRMean(iJet,-1);
545	>	fDR2Mean   = JetTools::dR2Mean(iJet,-1);
546	>	fFrac01    = JetTools::frac  (iJet,0.1,0. ,-1);
547	>	fFrac02    = JetTools::frac  (iJet,0.2,0.1,-1);
548	>	fFrac03    = JetTools::frac  (iJet,0.3,0.2,-1);
549	>	fFrac04    = JetTools::frac  (iJet,0.4,0.3,-1);
550	>	fFrac05    = JetTools::frac  (iJet,0.5,0.4,-1);
551	>
552	>	double lMVA = 0;
553	>	lId[0] = fReader->EvaluateMulticlass( fHighPtMethodName )[0];
554	>	lId[1] = fReader->EvaluateMulticlass( fHighPtMethodName )[1];
555	>	lId[2] = fReader->EvaluateMulticlass( fHighPtMethodName )[2];
556	>	if (printDebug == kTRUE) {
557	>	std::cout << "Debug Jet MVA: "
558	>	<< fNVtx      << " "
559	>	<< fJPt1      << " "
560	>	<< fJEta1     << " "
561	>	<< fJPhi1     << " "
562	>	<< fJD01      << " "
563	>	<< fJDZ1      << " "
564	>	<< fBeta      << " "
565	>	<< fBetaStar  << " "
566	>	<< fNCharged  << " "
567	>	<< fNNeutrals << " "
568	>	<< fDRMean    << " "
569	>	<< fFrac01    << " "
570	>	<< fFrac02    << " "
571	>	<< fFrac03    << " "
572	>	<< fFrac04    << " "
573	>	<< fFrac05    << " "
574	>	<< fDRMean
575	>	<< " === : === "
576	>	<< lMVA << " "
577	>	<< std::endl;
578	>	}
579	>	return lId;
580	>	}
581	>	Double_t JetIDMVA::correctedPt(const PFJet *iJet, FactorizedJetCorrector *iJetCorrector,
582	>	const PileupEnergyDensityCol *iPUEnergyDensity,
583	>	RhoUtilities::RhoType type,int iId) {
584	>	Double_t Rho = 0.0;
585	>	switch(type) {
586	>	case RhoUtilities::MIT_RHO_VORONOI_HIGH_ETA:
587	>	Rho = iPUEnergyDensity->At(0)->Rho();
588	>	break;
589	>	case RhoUtilities::MIT_RHO_VORONOI_LOW_ETA:
590	>	Rho = iPUEnergyDensity->At(0)->RhoLowEta();
591	>	break;
592	>	case RhoUtilities::MIT_RHO_RANDOM_HIGH_ETA:
593	>	Rho = iPUEnergyDensity->At(0)->RhoRandom();
594	>	break;
595	>	case RhoUtilities::MIT_RHO_RANDOM_LOW_ETA:
596	>	Rho = iPUEnergyDensity->At(0)->RhoRandomLowEta();
597	>	break;
598	>	case RhoUtilities::CMS_RHO_RHOKT6PFJETS:
599	>	Rho = iPUEnergyDensity->At(0)->RhoKt6PFJets();
600	>	break;
601	>	default:
602	>	// use the old default
603	>	Rho = iPUEnergyDensity->At(0)->Rho();
604	>	break;
605	>	}
606	>
607		const FourVectorM rawMom = iJet->RawMom();
608		iJetCorrector->setJetEta(rawMom.Eta());
609		iJetCorrector->setJetPt (rawMom.Pt());
610		iJetCorrector->setJetPhi(rawMom.Phi());
611		iJetCorrector->setJetE  (rawMom.E());
612	<	iJetCorrector->setRho   (iPUEnergyDensity->At(0)->RhoHighEta());
612	>	iJetCorrector->setRho   (Rho);
613		iJetCorrector->setJetA  (iJet->JetArea());
614		iJetCorrector->setJetEMF(-99.0);
615	<	Double_t correction = iJetCorrector->getCorrection();
615	>	Double_t correction = 1.;
616	>	if(iId < 0 || iId == 100) correction = iJetCorrector->getCorrection();
617	>	std::vector<float> lCorrections; if(iId != -1 && iId != 100) lCorrections = iJetCorrector->getSubCorrections();
618	>	if(iId > -1 && iId < int(lCorrections.size())) correction = lCorrections[iId];
619	>	if(iId == 100) {
620	>	iJetCorrector->setJetEta(rawMom.Eta());
621	>	iJetCorrector->setJetPt (rawMom.Pt());
622	>	iJetCorrector->setJetPhi(rawMom.Phi());
623	>	iJetCorrector->setJetE  (rawMom.E());
624	>	iJetCorrector->setRho   (Rho);
625	>	iJetCorrector->setJetA  (iJet->JetArea());
626	>	iJetCorrector->setJetEMF(-99.0);
627	>	lCorrections = iJetCorrector->getSubCorrections();
628	>	double correction2 = 1;
629	>	correction2 *= lCorrections[0];
630	>	correction = correction-correction2;
631	>	}
632	>
633		return rawMom.Pt()*correction;
634		}

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