89#define NN new BDTGNode
99 BDTGNode ( BDTGNode* left,BDTGNode* right,
100 int selector,
double cutValue,
bool cutType,
101 int nodeType,
double purity,
double response ) :
104 fSelector ( selector ),
105 fCutValue ( cutValue ),
106 fCutType ( cutType ),
107 fNodeType ( nodeType ),
109 fResponse ( response ){
115 virtual bool GoesRight(
const std::vector<double>& inputValues )
const;
116 BDTGNode* GetRight(
void ) {
return fRight; };
119 virtual bool GoesLeft (
const std::vector<double>& inputValues )
const;
120 BDTGNode* GetLeft(
void ) {
return fLeft; };
124 double GetPurity(
void )
const {
return fPurity; }
126 int GetNodeType(
void )
const {
return fNodeType; }
127 double GetResponse(
void)
const {
return fResponse;}
142 BDTGNode::~BDTGNode()
144 if (fLeft != NULL)
delete fLeft;
145 if (fRight != NULL)
delete fRight;
149bool BDTGNode::GoesRight(
const std::vector<double>& inputValues )
const
153 result = (inputValues[fSelector] > fCutValue );
154 if (fCutType ==
true)
return result;
159bool BDTGNode::GoesLeft(
const std::vector<double>& inputValues )
const
162 if (!this->GoesRight(inputValues))
return true;
168#ifndef IClassifierReader__def
169#define IClassifierReader__def
171class IClassifierReader {
176 IClassifierReader() : fStatusIsClean(
true ) {}
177 virtual ~IClassifierReader() {}
180 virtual double GetMvaValue(
const std::vector<double>& inputValues )
const = 0;
183 bool IsStatusClean()
const {
return fStatusIsClean; }
192class ReadBDTG :
public IClassifierReader {
197 ReadBDTG( std::vector<std::string>& theInputVars )
198 : IClassifierReader(),
199 fClassName(
"ReadBDTG" ),
203 const char* inputVars[] = {
"var1",
"var2",
"var3",
"var4" };
206 if (theInputVars.size() <= 0) {
207 std::cout <<
"Problem in class \"" << fClassName <<
"\": empty input vector" << std::endl;
208 fStatusIsClean =
false;
211 if (theInputVars.size() != fNvars) {
212 std::cout <<
"Problem in class \"" << fClassName <<
"\": mismatch in number of input values: "
213 << theInputVars.size() <<
" != " << fNvars << std::endl;
214 fStatusIsClean =
false;
218 for (
size_t ivar = 0; ivar < theInputVars.size(); ivar++) {
219 if (theInputVars[ivar] != inputVars[ivar]) {
220 std::cout <<
"Problem in class \"" << fClassName <<
"\": mismatch in input variable names" << std::endl
221 <<
" for variable [" << ivar <<
"]: " << theInputVars[ivar].c_str() <<
" != " << inputVars[ivar] << std::endl;
222 fStatusIsClean =
false;
248 virtual ~ReadBDTG() {
255 double GetMvaValue(
const std::vector<double>& inputValues )
const override;
263 const char* fClassName;
266 size_t GetNvar()
const {
return fNvars; }
272 double NormVariable(
double x,
double xmin,
double xmax )
const {
282 double GetMvaValue__(
const std::vector<double>& inputValues )
const;
285 std::vector<BDTGNode*> fForest;
286 std::vector<double> fBoostWeights;
289double ReadBDTG::GetMvaValue__(
const std::vector<double>& inputValues )
const
292 for (
unsigned int itree=0; itree<fForest.size(); itree++){
293 BDTGNode *current = fForest[itree];
294 while (current->GetNodeType() == 0) {
295 if (current->GoesRight(inputValues)) current=(BDTGNode*)current->GetRight();
296 else current=(BDTGNode*)current->GetLeft();
298 myMVA += current->GetResponse();
300 return 2.0/(1.0+
exp(-2.0*myMVA))-1.0;
306 fBoostWeights.push_back(1);
313-1, 0, 1, -99, 0.5,0) ,
317-1, 0, 1, -99, 0,-0.3) ,
3181, 0.205225, 1, 0, 0.1,-0.4) ,
323-1, 0, 1, -99, 0.117647,-0.229412) ,
327-1, 0, 1, -99, 0.77193,0.163158) ,
3282, -0.585073, 1, 0, 0.621622,0.121622) ,
3293, -0.0378796, 1, 0, 0.471154,-0.0288462) );
331 fBoostWeights.push_back(1);
338-1, 0, 1, -99, 1,0.277729) ,
342-1, 0, 1, -99, 0.307692,-0.109123) ,
3430, 1.01331, 1, 0, 0.653846,0.139177) ,
348-1, 0, 1, -99, 0.125,-0.19806) ,
352-1, 0, 1, -99, 1,0.258237) ,
3531, 1.66146, 1, 0, 0.23913,-0.215932) ,
3541, 1.04247, 1, 0, 0.459184,-0.0275069) );
356 fBoostWeights.push_back(1);
363-1, 0, 1, -99, 0.489796,-0.0063879) ,
367-1, 0, 1, -99, 0.0882353,-0.22539) ,
3680, 0.210876, 1, 0, 0.325301,-0.148874) ,
373-1, 0, 1, -99, 0.666667,0.0799184) ,
377-1, 0, 1, -99, 1,0.262676) ,
3783, 1.97665, 1, 0, 0.791667,0.23098) ,
3793, 1.29312, 1, 0, 0.429907,-0.0636727) );
381 fBoostWeights.push_back(1);
388-1, 0, 1, -99, 1,0.245234) ,
392-1, 0, 1, -99, 0.272727,-0.0791682) ,
3930, 1.18696, 1, 0, 0.741935,0.199888) ,
398-1, 0, 1, -99, 0.107143,-0.187665) ,
402-1, 0, 1, -99, 1,0.220718) ,
4033, 1.94145, 1, 0, 0.193548,-0.209886) ,
4041, 0.366445, 1, 0, 0.376344,-0.0732942) );
406 fBoostWeights.push_back(1);
413-1, 0, 1, -99, 1,0.203383) ,
417-1, 0, 1, -99, 1,0.325916) ,
4180, -1.47642, 1, 0, 1,0.379143) ,
423-1, 0, 1, -99, 0.666667,0.0743075) ,
427-1, 0, 1, -99, 0.148148,-0.14126) ,
4281, 0.446597, 1, 0, 0.344828,-0.0699069) ,
4290, -1.08522, 1, 0, 0.412371,-0.0236131) );
431 fBoostWeights.push_back(1);
438-1, 0, 1, -99, 0.916667,0.130128) ,
442-1, 0, 1, -99, 0.0816327,-0.166234) ,
4431, -0.0905204, 1, 0, 0.245902,-0.113032) ,
448-1, 0, 1, -99, 0.25,-0.0465995) ,
452-1, 0, 1, -99, 0.853659,0.206302) ,
4532, -0.365444, 1, 0, 0.755102,0.239291) ,
4543, 0.398912, 1, 0, 0.472727,0.0439118) );
456 fBoostWeights.push_back(1);
463-1, 0, 1, -99, 0.185185,-0.0913556) ,
467-1, 0, 1, -99, 0,-0.212989) ,
4680, 0.963501, 1, 0, 0.128205,-0.131195) ,
473-1, 0, 1, -99, 0.852941,0.149662) ,
477-1, 0, 1, -99, 0.307692,-0.0263721) ,
4781, 0.998937, 1, 0, 0.616667,0.0909693) ,
4793, 0.0493743, 1, 0, 0.424242,0.00345005) );
481 fBoostWeights.push_back(1);
488-1, 0, 1, -99, 0.563636,0.027907) ,
492-1, 0, 1, -99, 0.04,-0.209809) ,
4930, 0.845822, 1, 0, 0.4,-0.0493289) ,
498-1, 0, 1, -99, 1,0.206617) ,
502-1, 0, 1, -99, 1,0.182977) ,
5030, 1.14911, 1, 0, 1,0.213609) ,
5043, 1.9637, 1, 0, 0.483871,-0.0125742) );
506 fBoostWeights.push_back(1);
513-1, 0, 1, -99, 0.372881,0.00591588) ,
517-1, 0, 1, -99, 0.130435,-0.184329) ,
5182, 0.6514, 1, 0, 0.304878,-0.0549492) ,
523-1, 0, 1, -99, 1,0.266671) ,
527-1, 0, 1, -99, 0.727273,0.044654) ,
5283, 1.70196, 1, 0, 0.842105,0.200448) ,
5293, 1.37108, 1, 0, 0.405941,-0.00690416) );
531 fBoostWeights.push_back(1);
538-1, 0, 1, -99, 1,0.213476) ,
542-1, 0, 1, -99, 0.333333,-0.095212) ,
5430, 1.16977, 1, 0, 0.771429,0.12176) ,
548-1, 0, 1, -99, 0.0952381,-0.128315) ,
552-1, 0, 1, -99, 0.533333,0.0557106) ,
5533, 1.10457, 1, 0, 0.210526,-0.0670042) ,
5541, 0.847239, 1, 0, 0.423913,0.0048084) );
556 fBoostWeights.push_back(1);
563-1, 0, 1, -99, 0.965517,0.233139) ,
567-1, 0, 1, -99, 0.0869565,-0.21024) ,
5680, 0.664617, 1, 0, 0.576923,0.0263913) ,
573-1, 0, 1, -99, 0.0277778,-0.196208) ,
577-1, 0, 1, -99, 1,0.168498) ,
5783, 1.87493, 1, 0, 0.146341,-0.139588) ,
5791, 1.20578, 1, 0, 0.387097,-0.0467825) );
581 fBoostWeights.push_back(1);
588-1, 0, 1, -99, 0.181818,-0.0873032) ,
592-1, 0, 1, -99, 0,-0.196607) ,
5933, 1.26238, 1, 0, 0.148148,-0.0694156) ,
598-1, 0, 1, -99, 0.419355,0.0064189) ,
602-1, 0, 1, -99, 1,0.202963) ,
6033, 1.36792, 1, 0, 0.608696,0.0584213) ,
6042, -0.245961, 1, 0, 0.438356,0.0111391) );
606 fBoostWeights.push_back(1);
613-1, 0, 1, -99, 0.606061,0.132512) ,
617-1, 0, 1, -99, 0.265625,-0.0557262) ,
6180, -0.150754, 1, 0, 0.381443,0.00343621) ,
622-1, 0, 1, -99, 1,0.208898) ,
6230, 1.9314, 1, 0, 0.423077,0.0172445) );
625 fBoostWeights.push_back(1);
632-1, 0, 1, -99, 0.95,0.200172) ,
636-1, 0, 1, -99, 0.5,-0.0320592) ,
6370, 1.33282, 1, 0, 0.86,0.112671) ,
642-1, 0, 1, -99, 0.1,-0.145859) ,
646-1, 0, 1, -99, 0.394737,0.0964579) ,
6471, 1.35106, 1, 0, 0.293103,0.000458003) ,
6481, 0.880522, 1, 0, 0.555556,0.0524083) );
650 fBoostWeights.push_back(1);
657-1, 0, 1, -99, 0.641026,0.0941994) ,
661-1, 0, 1, -99, 0,-0.180237) ,
6621, 1.1574, 1, 0, 0.378788,-0.0023226) ,
667-1, 0, 1, -99, 0.866667,0.243562) ,
671-1, 0, 1, -99, 0.8,0.0841389) ,
6723, 1.72684, 1, 0, 0.833333,0.159241) ,
6733, 1.11271, 1, 0, 0.520833,0.0481659) );
675 fBoostWeights.push_back(1);
682-1, 0, 1, -99, 0.285714,-0.0733436) ,
686-1, 0, 1, -99, 0.125,-0.166891) ,
6873, 0.529394, 1, 0, 0.26,-0.0400744) ,
692-1, 0, 1, -99, 1,0.333143) ,
696-1, 0, 1, -99, 0.657895,0.0709451) ,
6973, 0.81501, 1, 0, 0.704545,0.0844728) ,
6983, 0.680381, 1, 0, 0.468085,0.0182243) );
700 fBoostWeights.push_back(1);
707-1, 0, 1, -99, 0.4,-0.00939299) ,
711-1, 0, 1, -99, 0.722222,0.105369) ,
7123, 0.451925, 1, 0, 0.534884,0.0374655) ,
717-1, 0, 1, -99, 0,-0.46333) ,
721-1, 0, 1, -99, 0.428571,-0.0067589) ,
7222, 0.927381, 1, 0, 0.214286,-0.191551) ,
7230, 1.34751, 1, 0, 0.49,0.00540315) );
725 fBoostWeights.push_back(1);
732-1, 0, 1, -99, 0.382979,-0.0478708) ,
736-1, 0, 1, -99, 0,-0.179092) ,
7371, 1.24177, 1, 0, 0.243243,-0.0410045) ,
742-1, 0, 1, -99, 1,0.284371) ,
746-1, 0, 1, -99, 0.72,-0.0101299) ,
7473, 1.16282, 1, 0, 0.794118,0.0772115) ,
7483, 1.02227, 1, 0, 0.416667,-0.00378838) );
750 fBoostWeights.push_back(1);
757-1, 0, 1, -99, 0.222222,-0.094962) ,
761-1, 0, 1, -99, 0.857143,0.181669) ,
7622, -0.168882, 1, 0, 0.580645,0.0515906) ,
767-1, 0, 1, -99, 0.0555556,-0.207626) ,
771-1, 0, 1, -99, 0.625,0.0525411) ,
7722, 0.261896, 1, 0, 0.380952,-0.0481277) ,
7730, 0.869884, 1, 0, 0.5,0.0113197) );
775 fBoostWeights.push_back(1);
782-1, 0, 1, -99, 0.387097,-0.01541) ,
786-1, 0, 1, -99, 0.1875,-0.155078) ,
7872, 1.00337, 1, 0, 0.346154,-0.0335093) ,
792-1, 0, 1, -99, 0.4,-0.0865089) ,
796-1, 0, 1, -99, 1,0.190296) ,
7972, 0.504196, 1, 0, 0.857143,0.0509508) ,
7983, 1.28483, 1, 0, 0.454545,-0.0155936) );
800 fBoostWeights.push_back(1);
807-1, 0, 1, -99, 0.322034,-0.0196135) ,
811-1, 0, 1, -99, 0.111111,-0.185567) ,
8123, 0.60052, 1, 0, 0.294118,-0.0262031) ,
817-1, 0, 1, -99, 1,0.272852) ,
821-1, 0, 1, -99, 0.869565,0.0851679) ,
8220, 0.447647, 1, 0, 0.892857,0.0743788) ,
8233, 1.02028, 1, 0, 0.46875,0.00313327) );
825 fBoostWeights.push_back(1);
831-1, 0, 1, -99, 0.9,0.182998) ,
836-1, 0, 1, -99, 0.376812,0.0369707) ,
840-1, 0, 1, -99, 0.62069,-0.221822) ,
8413, 1.10457, 1, 0, 0.44898,-0.0291239) ,
8421, -0.851254, 1, 0, 0.490741,-0.00964327) );
844 fBoostWeights.push_back(1);
851-1, 0, 1, -99, 0.783784,0.181553) ,
855-1, 0, 1, -99, 0.222222,-0.11309) ,
8562, 1.14786, 1, 0, 0.673913,0.0413753) ,
861-1, 0, 1, -99, 0.0689655,-0.168373) ,
865-1, 0, 1, -99, 0.5,0.217422) ,
8660, 0.903149, 1, 0, 0.142857,-0.0500061) ,
8671, 1.14927, 1, 0, 0.444444,0.00188948) );
869 fBoostWeights.push_back(1);
876-1, 0, 1, -99, 0.290323,-0.0464731) ,
880-1, 0, 1, -99, 0,-0.25411) ,
8810, 1.01879, 1, 0, 0.209302,-0.0533314) ,
886-1, 0, 1, -99, 0.633333,0.175352) ,
890-1, 0, 1, -99, 0.771429,-0.0203728) ,
8913, 1.12699, 1, 0, 0.707692,0.0502548) ,
8923, 0.261712, 1, 0, 0.509259,0.00901213) );
894 fBoostWeights.push_back(1);
901-1, 0, 1, -99, 0.28,-0.0145833) ,
905-1, 0, 1, -99, 0,-0.228169) ,
9063, 0.851272, 1, 0, 0.225806,-0.0386729) ,
911-1, 0, 1, -99, 0.5,-0.0408897) ,
915-1, 0, 1, -99, 0.883721,0.153982) ,
9163, 0.567143, 1, 0, 0.732394,0.0621891) ,
9172, -0.461407, 1, 0, 0.578431,0.031535) );
919 fBoostWeights.push_back(1);
926-1, 0, 1, -99, 0.2,-0.110698) ,
930-1, 0, 1, -99, 0.871795,0.140916) ,
9312, -0.890081, 1, 0, 0.795455,0.0386068) ,
936-1, 0, 1, -99, 0.0416667,-0.207568) ,
940-1, 0, 1, -99, 0.5,0.146804) ,
9411, 1.49957, 1, 0, 0.26087,-0.0413262) ,
9421, 1.20578, 1, 0, 0.522222,-0.00224782) );
944 fBoostWeights.push_back(1);
951-1, 0, 1, -99, 0.435897,-0.0175854) ,
955-1, 0, 1, -99, 0.75,0.209291) ,
9563, 0.546876, 1, 0, 0.509804,0.0253404) ,
961-1, 0, 1, -99, 0.245283,-0.202533) ,
965-1, 0, 1, -99, 0.923077,0.147675) ,
9663, 1.62809, 1, 0, 0.378788,-0.0525912) ,
9670, 0.0789095, 1, 0, 0.435897,-0.018621) );
969 fBoostWeights.push_back(1);
976-1, 0, 1, -99, 1,0.221456) ,
980-1, 0, 1, -99, 0.677966,0.0631989) ,
9811, -1.07307, 1, 0, 0.703125,0.0432523) ,
986-1, 0, 1, -99, 0,-0.229431) ,
990-1, 0, 1, -99, 0.235294,-0.102355) ,
9910, -0.495015, 1, 0, 0.173913,-0.0787046) ,
9921, 1.26796, 1, 0, 0.563218,0.0110108) );
994 fBoostWeights.push_back(1);
1001-1, 0, 1, -99, 0.8,-0.365295) ,
1005-1, 0, 1, -99, 0.340909,-0.0691466) ,
10060, -0.925095, 1, 0, 0.365591,-0.0289086) ,
1010-1, 0, 1, -99, 1,0.166249) ,
10112, 1.91692, 1, 0, 0.397959,-0.0227339) );
1013 fBoostWeights.push_back(1);
1020-1, 0, 1, -99, 0.553571,0.0790185) ,
1024-1, 0, 1, -99, 0.129032,-0.171167) ,
10250, 0.21232, 1, 0, 0.402299,-0.00435066) ,
1030-1, 0, 1, -99, 1,0.192708) ,
1034-1, 0, 1, -99, 0.888889,0.030224) ,
10351, 1.47406, 1, 0, 0.95,0.0483254) ,
10363, 1.5432, 1, 0, 0.504673,0.00549534) );
1038 fBoostWeights.push_back(1);
1045-1, 0, 1, -99, 0.508475,0.0919438) ,
1049-1, 0, 1, -99, 0.05,-0.193732) ,
10501, 1.25451, 1, 0, 0.392405,0.00905625) ,
1055-1, 0, 1, -99, 0,-0.208201) ,
1059-1, 0, 1, -99, 0.923077,0.0202697) ,
10602, -0.346436, 1, 0, 0.631579,-0.0571242) ,
10613, 1.54432, 1, 0, 0.438776,-0.00377465) );
1063 fBoostWeights.push_back(1);
1070-1, 0, 1, -99, 1,0.156653) ,
1074-1, 0, 1, -99, 1,0.195904) ,
10752, -0.483083, 1, 0, 1,0.082154) ,
1080-1, 0, 1, -99, 0.269231,-0.126825) ,
1084-1, 0, 1, -99, 0.869565,0.0639225) ,
10853, 1.25713, 1, 0, 0.453333,-0.015671) ,
10861, -0.808978, 1, 0, 0.517647,-0.00416221) );
1088 fBoostWeights.push_back(1);
1095-1, 0, 1, -99, 0.45,0.0373914) ,
1099-1, 0, 1, -99, 0.5,-0.162275) ,
11003, 0.794969, 1, 0, 0.469697,-0.0357158) ,
1105-1, 0, 1, -99, 0.5,0.198444) ,
1109-1, 0, 1, -99, 1,0.15224) ,
11103, 2.10004, 1, 0, 0.727273,0.0560873) ,
11112, 1.43248, 1, 0, 0.506494,-0.0226011) );
1113 fBoostWeights.push_back(1);
1120-1, 0, 1, -99, 0.631579,-0.0912338) ,
1124-1, 0, 1, -99, 0.911765,0.139029) ,
11253, 0.325891, 1, 0, 0.811321,0.0261542) ,
1130-1, 0, 1, -99, 0,-0.175602) ,
1134-1, 0, 1, -99, 0.24,-0.10347) ,
11351, 1.30502, 1, 0, 0.1875,-0.0217138) ,
11361, 1.0823, 1, 0, 0.576471,0.00813329) );
1138 fBoostWeights.push_back(1);
1145-1, 0, 1, -99, 0.837838,0.0650882) ,
1149-1, 0, 1, -99, 0.215686,-0.103681) ,
11501, 0.826841, 1, 0, 0.477273,-0.00695995) ,
1155-1, 0, 1, -99, 0,-0.361631) ,
1159-1, 0, 1, -99, 1,0.155843) ,
11603, 1.78737, 1, 0, 0.466667,-0.100681) ,
11610, 1.40064, 1, 0, 0.475728,-0.0206086) );
1163 fBoostWeights.push_back(1);
1170-1, 0, 1, -99, 0.586207,0.11716) ,
1174-1, 0, 1, -99, 0.866667,0.345177) ,
11753, 0.57116, 1, 0, 0.681818,0.0819222) ,
1180-1, 0, 1, -99, 0.4,-0.0357724) ,
1184-1, 0, 1, -99, 0.37037,-0.195599) ,
11850, 0.989573, 1, 0, 0.387097,-0.0362869) ,
11860, -0.169768, 1, 0, 0.509434,0.0127811) );
1188 fBoostWeights.push_back(1);
1195-1, 0, 1, -99, 0.277778,0.0527473) ,
1199-1, 0, 1, -99, 0.684211,0.208533) ,
12003, 0.583591, 1, 0, 0.383562,0.0353169) ,
1205-1, 0, 1, -99, 0,-0.264464) ,
1209-1, 0, 1, -99, 0.933333,0.0437125) ,
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1213 fBoostWeights.push_back(1);
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1224-1, 0, 1, -99, 0.2,-0.2451) ,
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1232 fBoostWeights.push_back(1);
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1243-1, 0, 1, -99, 0.52459,0.0415034) ,
1247-1, 0, 1, -99, 0.333333,-0.127634) ,
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12491, -1.08675, 1, 0, 0.511364,0.0090687) );
1251 fBoostWeights.push_back(1);
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1262-1, 0, 1, -99, 0.375,-0.176779) ,
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1276 fBoostWeights.push_back(1);
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1301 fBoostWeights.push_back(1);
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1320 fBoostWeights.push_back(1);
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1345 fBoostWeights.push_back(1);
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1370 fBoostWeights.push_back(1);
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1381-1, 0, 1, -99, 0.833333,0.278364) ,
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1395 fBoostWeights.push_back(1);
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1406-1, 0, 1, -99, 0,-0.176141) ,
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1420 fBoostWeights.push_back(1);
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1445 fBoostWeights.push_back(1);
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1456-1, 0, 1, -99, 0,-0.167893) ,
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1470 fBoostWeights.push_back(1);
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1481-1, 0, 1, -99, 0.333333,-0.200159) ,
14823, 0.930518, 1, 0, 0.453488,-0.011437) ,
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1495 fBoostWeights.push_back(1);
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1506-1, 0, 1, -99, 0.4,-0.108343) ,
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1514 fBoostWeights.push_back(1);
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1525-1, 0, 1, -99, 0.796296,0.146718) ,
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1539 fBoostWeights.push_back(1);
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1550-1, 0, 1, -99, 0.229167,-0.0807508) ,
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1564 fBoostWeights.push_back(1);
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1575-1, 0, 1, -99, 0.25,0.108085) ,
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1589 fBoostWeights.push_back(1);
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1600-1, 0, 1, -99, 0.285714,0.1396) ,
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1614 fBoostWeights.push_back(1);
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1625-1, 0, 1, -99, 0.439024,-0.10024) ,
16262, -0.108691, 1, 0, 0.38806,-0.00826041) ,
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1639 fBoostWeights.push_back(1);
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1650-1, 0, 1, -99, 0.351351,-0.0246959) ,
16510, -0.0265624, 1, 0, 0.5125,0.00939536) ,
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1664 fBoostWeights.push_back(1);
1671-1, 0, 1, -99, 0.307692,-0.0844455) ,
1675-1, 0, 1, -99, 0.181818,-0.142384) ,
16763, 0.525763, 1, 0, 0.28,-0.0241333) ,
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1689 fBoostWeights.push_back(1);
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1700-1, 0, 1, -99, 0.45,0.0290267) ,
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1714 fBoostWeights.push_back(1);
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1725-1, 0, 1, -99, 0.714286,0.172992) ,
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1735-1, 0, 1, -99, 0.5,-0.158195) ,
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1739 fBoostWeights.push_back(1);
1745-1, 0, 1, -99, 0.6,-0.391791) ,
1750-1, 0, 1, -99, 0.75,-0.119959) ,
1754-1, 0, 1, -99, 0.462366,0.00745063) ,
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1758 fBoostWeights.push_back(1);
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1769-1, 0, 1, -99, 0.714286,0.14996) ,
17700, -0.566657, 1, 0, 0.625,0.0440728) ,
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17801, -0.198255, 1, 0, 0.5,-0.0152963) ,
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1783 fBoostWeights.push_back(1);
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1794-1, 0, 1, -99, 0.5,0.0180034) ,
1798-1, 0, 1, -99, 1,0.192741) ,
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1802 fBoostWeights.push_back(1);
1808-1, 0, 1, -99, 0.571429,-0.114372) ,
1813-1, 0, 1, -99, 0.6,-0.18707) ,
1817-1, 0, 1, -99, 0.426829,-0.0233776) ,
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1821 fBoostWeights.push_back(1);
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1832-1, 0, 1, -99, 0.535714,0.108861) ,
1836-1, 0, 1, -99, 0.378378,-0.0730216) ,
18370, 0.707256, 1, 0, 0.473118,0.00248014) ,
18380, -1.04826, 1, 0, 0.5,0.00876636) );
1840 fBoostWeights.push_back(1);
1847-1, 0, 1, -99, 0.631579,-0.0715642) ,
1851-1, 0, 1, -99, 0.166667,-0.255068) ,
18523, 0.751947, 1, 0, 0.52,-0.0430006) ,
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1865 fBoostWeights.push_back(1);
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1876-1, 0, 1, -99, 0.6875,0.106301) ,
18773, 1.41515, 1, 0, 0.463768,-0.00968792) ,
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1886-1, 0, 1, -99, 0.84,0.138907) ,
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1890 fBoostWeights.push_back(1);
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1901-1, 0, 1, -99, 0.047619,-0.174655) ,
1905-1, 0, 1, -99, 0.6,0.0278263) ,
19063, -0.547057, 1, 0, 0.465116,-0.00137355) ,
19070, -0.765081, 1, 0, 0.472527,0.00236872) );
1909 fBoostWeights.push_back(1);
1915-1, 0, 1, -99, 0.857143,0.15243) ,
1920-1, 0, 1, -99, 0.407407,0.0127011) ,
1924-1, 0, 1, -99, 0.72973,0.0702615) ,
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19260, -0.767975, 1, 0, 0.561224,0.0120784) );
1928 fBoostWeights.push_back(1);
1934-1, 0, 1, -99, 0.833333,-0.114085) ,
1939-1, 0, 1, -99, 0.360656,-0.0666552) ,
1943-1, 0, 1, -99, 0.785714,0.0878828) ,
19442, 0.948013, 1, 0, 0.494382,-0.00636863) ,
19450, -0.904804, 1, 0, 0.515789,-0.00979265) );
1947 fBoostWeights.push_back(1);
1954-1, 0, 1, -99, 0.527027,-0.0278593) ,
1958-1, 0, 1, -99, 0.375,0.162666) ,
19592, 1.37562, 1, 0, 0.512195,0.0011129) ,
1963-1, 0, 1, -99, 0.875,-0.215855) ,
19643, 1.86243, 1, 0, 0.544444,-0.0043735) );
1966 fBoostWeights.push_back(1);
1973-1, 0, 1, -99, 0.438596,0.101704) ,
1977-1, 0, 1, -99, 0.433333,-0.0510092) ,
19782, 0.662546, 1, 0, 0.436782,0.0065403) ,
1983-1, 0, 1, -99, 0.2,-0.24911) ,
1987-1, 0, 1, -99, 1,0.163267) ,
19880, 0.596441, 1, 0, 0.692308,-0.034409) ,
19893, 1.84561, 1, 0, 0.47,0.00121689) );
1991 fBoostWeights.push_back(1);
1998-1, 0, 1, -99, 0.875,0.169335) ,
2002-1, 0, 1, -99, 0.341772,-0.022521) ,
20030, -0.92537, 1, 0, 0.390805,0.00195663) ,
2008-1, 0, 1, -99, 0.533333,-0.179825) ,
2012-1, 0, 1, -99, 1,0.151401) ,
20131, 1.38653, 1, 0, 0.695652,-0.0573733) ,
20143, 1.02227, 1, 0, 0.454545,-0.0104487) );
2016 fBoostWeights.push_back(1);
2023-1, 0, 1, -99, 0.475,0.11633) ,
2027-1, 0, 1, -99, 0,-0.158654) ,
20283, 1.4598, 1, 0, 0.413043,0.00413237) ,
2033-1, 0, 1, -99, 0.414634,-0.13656) ,
2037-1, 0, 1, -99, 1,0.158141) ,
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2041 fBoostWeights.push_back(1);
2048-1, 0, 1, -99, 0.229167,-0.0795412) ,
2052-1, 0, 1, -99, 0.307692,-0.141234) ,
20533, 0.57546, 1, 0, 0.256757,-0.0167713) ,
2058-1, 0, 1, -99, 0,-0.157541) ,
2062-1, 0, 1, -99, 0.96,0.169104) ,
20632, -0.645974, 1, 0, 0.75,0.0389645) ,
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2066 fBoostWeights.push_back(1);
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2077-1, 0, 1, -99, 0.833333,0.160229) ,
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20880, -0.3324, 1, 0, 0.642857,-0.0284552) ,
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2091 fBoostWeights.push_back(1);
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2102-1, 0, 1, -99, 0.333333,-0.172111) ,
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21132, -0.017359, 1, 0, 0.534884,0.0173497) ,
21140, -0.682603, 1, 0, 0.558824,0.0115982) );
2116 fBoostWeights.push_back(1);
2123-1, 0, 1, -99, 0.6,0.111964) ,
2127-1, 0, 1, -99, 0.205128,-0.13977) ,
21280, -0.273892, 1, 0, 0.376812,0.0076353) ,
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21380, 0.389968, 1, 0, 0.6,-0.0583041) ,
21393, 0.902601, 1, 0, 0.444444,-0.0123463) );
2141 fBoostWeights.push_back(1);
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2152-1, 0, 1, -99, 0.378049,-0.0503463) ,
21530, -1.1323, 1, 0, 0.420455,-0.000740404) ,
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2162-1, 0, 1, -99, 0.733333,0.0548425) ,
21631, 1.38653, 1, 0, 0.785714,0.0219762) ,
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2166 fBoostWeights.push_back(1);
2173-1, 0, 1, -99, 0.804878,0.132491) ,
2177-1, 0, 1, -99, 0.176471,-0.12826) ,
21781, 0.874662, 1, 0, 0.52,-0.00814868) ,
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21880, 0.232607, 1, 0, 0.8,0.0988857) ,
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2191 fBoostWeights.push_back(1);
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2202-1, 0, 1, -99, 0.8,0.192186) ,
22031, 0.992931, 1, 0, 0.829787,0.0212146) ,
2208-1, 0, 1, -99, 0.025641,-0.11908) ,
2212-1, 0, 1, -99, 0.714286,0.160339) ,
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2216 fBoostWeights.push_back(1);
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2227-1, 0, 1, -99, 0.821429,0.128884) ,
22283, 0.453414, 1, 0, 0.460526,0.00290851) ,
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2237-1, 0, 1, -99, 0.583333,-0.0583493) ,
22383, 1.57517, 1, 0, 0.617647,-0.0213007) ,
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2241 fBoostWeights.push_back(1);
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13394 fBoostWeights.push_back(1);
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13494 fBoostWeights.push_back(1);
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19331-1, 0, 1, -99, 0.682927,0.124902) ,
193322, -0.209608, 1, 0, 0.467532,3.65276e-08) ,
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19341-1, 0, 1, -99, 0.866667,-0.0945586) ,
193422, 1.6331, 1, 0, 0.72,2.16068e-07) ,
193432, 1.43248, 1, 0, 0.529412,8.05325e-08) );
19345 fBoostWeights.push_back(1);
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19356-1, 0, 1, -99, 0.7,-0.102893) ,
19360-1, 0, 1, -99, 0.44,0.0722715) ,
193611, -0.0678193, 1, 0, 0.470588,1.96799e-08) ,
193621, -0.892209, 1, 0, 0.477778,-8.63766e-09) );
19364 fBoostWeights.push_back(1);
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193763, 0.879735, 1, 0, 0.391892,8.95184e-08) ,
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193862, 0.568356, 1, 0, 0.791667,-1.22466e-07) ,
193873, 1.5432, 1, 0, 0.489796,3.76038e-08) );
19389 fBoostWeights.push_back(1);
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19414 fBoostWeights.push_back(1);
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19429-1, 0, 1, -99, 0.5,0.13448) ,
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194310, -0.896607, 1, 0, 0.525,-2.71371e-08) );
19433 fBoostWeights.push_back(1);
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194490, -0.640358, 1, 0, 0.489362,-7.81216e-08) ,
194500, -1.05296, 1, 0, 0.51,-5.67859e-08) );
19452 fBoostWeights.push_back(1);
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19477 fBoostWeights.push_back(1);
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195000, 0.0352039, 1, 0, 0.460177,-5.87711e-08) );
19502 fBoostWeights.push_back(1);
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19527 fBoostWeights.push_back(1);
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19552 fBoostWeights.push_back(1);
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19577 fBoostWeights.push_back(1);
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19602 fBoostWeights.push_back(1);
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19627 fBoostWeights.push_back(1);
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19652 fBoostWeights.push_back(1);
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19671 fBoostWeights.push_back(1);
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19696 fBoostWeights.push_back(1);
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19721 fBoostWeights.push_back(1);
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19746 fBoostWeights.push_back(1);
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19765 fBoostWeights.push_back(1);
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19790 fBoostWeights.push_back(1);
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19809 fBoostWeights.push_back(1);
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19834 fBoostWeights.push_back(1);
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19859 fBoostWeights.push_back(1);
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19884 fBoostWeights.push_back(1);
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19909 fBoostWeights.push_back(1);
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19934 fBoostWeights.push_back(1);
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19959 fBoostWeights.push_back(1);
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19978 fBoostWeights.push_back(1);
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20003 fBoostWeights.push_back(1);
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20028 fBoostWeights.push_back(1);
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20053 fBoostWeights.push_back(1);
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20078 fBoostWeights.push_back(1);
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20097 fBoostWeights.push_back(1);
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20122 fBoostWeights.push_back(1);
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20147 fBoostWeights.push_back(1);
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20172 fBoostWeights.push_back(1);
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20197 fBoostWeights.push_back(1);
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20222 fBoostWeights.push_back(1);
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20247 fBoostWeights.push_back(1);
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20272 fBoostWeights.push_back(1);
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20297 fBoostWeights.push_back(1);
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20322 fBoostWeights.push_back(1);
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233123, 1.06589, 1, 0, 0.550459,1.9506e-09) );
23314 fBoostWeights.push_back(1);
23321-1, 0, 1, -99, 0.487179,0.0742282) ,
23325-1, 0, 1, -99, 0.55814,-0.133313) ,
233262, 0.256115, 1, 0, 0.52439,-2.50225e-09) ,
23331-1, 0, 1, -99, 0.2,-0.142809) ,
23335-1, 0, 1, -99, 0.888889,0.108162) ,
233360, 1.46883, 1, 0, 0.526316,-3.37614e-08) ,
233370, 1.24304, 1, 0, 0.524752,-8.38268e-09) );
23339 fBoostWeights.push_back(1);
23346-1, 0, 1, -99, 0.542857,-0.0404289) ,
23350-1, 0, 1, -99, 0.2,0.145653) ,
233511, 1.48003, 1, 0, 0.5,4.42345e-10) ,
23356-1, 0, 1, -99, 0.2,-0.140015) ,
23360-1, 0, 1, -99, 0.9,-0.0389869) ,
233610, 1.55217, 1, 0, 0.666667,-2.2928e-08) ,
233620, 1.28378, 1, 0, 0.526316,-3.24771e-09) );
23364 fBoostWeights.push_back(1);
23371-1, 0, 1, -99, 0.460674,-0.0159723) ,
23375-1, 0, 1, -99, 0.428571,0.077154) ,
233763, 1.70272, 1, 0, 0.458333,1.06375e-09) ,
23380-1, 0, 1, -99, 0.363636,-0.149965) ,
233810, 1.35784, 1, 0, 0.448598,-2.24847e-10) );
23383 fBoostWeights.push_back(1);
23390-1, 0, 1, -99, 0.6875,0.0518296) ,
23394-1, 0, 1, -99, 0.0689655,-0.0968379) ,
233950, 0.171993, 1, 0, 0.454545,-2.00447e-09) ,
23400-1, 0, 1, -99, 0.916667,0.118957) ,
23404-1, 0, 1, -99, 0.5,-0.147709) ,
234053, 1.83044, 1, 0, 0.727273,7.49964e-09) ,
234063, 1.33405, 1, 0, 0.515152,1.07553e-10) );
23408 fBoostWeights.push_back(1);
23415-1, 0, 1, -99, 0.567308,0.0214865) ,
23419-1, 0, 1, -99, 0.5,0.132859) ,
234200, 1.23651, 1, 0, 0.5625,1.87072e-09) ,
23424-1, 0, 1, -99, 0.428571,-0.0969248) ,
234250, 1.42764, 1, 0, 0.554622,1.12895e-09) );
23427 fBoostWeights.push_back(1);
23434-1, 0, 1, -99, 0.230769,-0.0949424) ,
23438-1, 0, 1, -99, 0.684211,0.102765) ,
234393, -0.19619, 1, 0, 0.5,1.8711e-09) ,
23444-1, 0, 1, -99, 0,-0.15) ,
23448-1, 0, 1, -99, 0.363636,0.0198548) ,
234490, 1.41472, 1, 0, 0.266667,-1.52873e-08) ,
234500, 1.27145, 1, 0, 0.455696,-1.38683e-09) );
23452 fBoostWeights.push_back(1);
23459-1, 0, 1, -99, 0.911111,0.143173) ,
23463-1, 0, 1, -99, 0.4,-0.0720805) ,
234640, 1.33282, 1, 0, 0.783333,4.74246e-10) ,
23469-1, 0, 1, -99, 0,-0.15) ,
23473-1, 0, 1, -99, 0.238095,-0.0683692) ,
234742, -0.816742, 1, 0, 0.192308,-9.26942e-09) ,
234751, 1.1124, 1, 0, 0.508929,-4.0496e-09) );
23477 fBoostWeights.push_back(1);
23484-1, 0, 1, -99, 0.435897,-0.103036) ,
23488-1, 0, 1, -99, 0.388889,0.142337) ,
234892, 0.385211, 1, 0, 0.421053,6.08855e-11) ,
23494-1, 0, 1, -99, 0.62069,-0.0886261) ,
23498-1, 0, 1, -99, 0.761905,-0.0322925) ,
234990, 0.984761, 1, 0, 0.68,-5.91468e-09) ,
235003, 0.684985, 1, 0, 0.542056,-2.73143e-09) );
23502 fBoostWeights.push_back(1);
23508-1, 0, 1, -99, 1,0.15) ,
23513-1, 0, 1, -99, 0.34375,-0.0473901) ,
23517-1, 0, 1, -99, 0.636364,-0.138069) ,
235183, 1.10457, 1, 0, 0.443299,-4.21947e-09) ,
235191, -1.02208, 1, 0, 0.490566,-3.16009e-09) );
23521 fBoostWeights.push_back(1);
23528-1, 0, 1, -99, 0.75,-0.121879) ,
23532-1, 0, 1, -99, 0.375,-0.106107) ,
235332, 0.66427, 1, 0, 0.6,-1.47964e-08) ,
23538-1, 0, 1, -99, 0.232143,-0.0779434) ,
23542-1, 0, 1, -99, 0.782609,0.0941123) ,
235433, 1.54937, 1, 0, 0.392405,2.21888e-10) ,
235441, 0.265184, 1, 0, 0.434343,-2.81211e-09) );
23546 fBoostWeights.push_back(1);
23553-1, 0, 1, -99, 0.833333,-0.149839) ,
23557-1, 0, 1, -99, 0.258621,0.0555185) ,
235581, -1.04085, 1, 0, 0.3125,-1.18233e-09) ,
23563-1, 0, 1, -99, 0.642857,0.0950506) ,
23567-1, 0, 1, -99, 0.857143,0.101651) ,
235680, -0.23758, 1, 0, 0.803571,9.91322e-09) ,
235693, 0.455494, 1, 0, 0.541667,3.99559e-09) );
23571 fBoostWeights.push_back(1);
23578-1, 0, 1, -99, 1,0.15) ,
23582-1, 0, 1, -99, 0.777778,0.143158) ,
235830, 0.191614, 1, 0, 0.894737,4.58668e-09) ,
23588-1, 0, 1, -99, 0.411111,0.0399362) ,
23592-1, 0, 1, -99, 0.636364,-0.145911) ,
235930, 1.47421, 1, 0, 0.435644,3.48547e-10) ,
235941, -0.144756, 1, 0, 0.508333,1.01958e-09) );
23596 fBoostWeights.push_back(1);
23603-1, 0, 1, -99, 0.390625,-0.00685281) ,
23607-1, 0, 1, -99, 0.4,-0.0803014) ,
236083, 0.921811, 1, 0, 0.391304,-3.50672e-10) ,
23613-1, 0, 1, -99, 0.9,0.113946) ,
23617-1, 0, 1, -99, 0.705882,-0.0425686) ,
236183, 1.82911, 1, 0, 0.777778,4.15852e-09) ,
236193, 1.37108, 1, 0, 0.5,9.17537e-10) );
23621 fBoostWeights.push_back(1);
23628-1, 0, 1, -99, 0.418919,-0.0117028) ,
23632-1, 0, 1, -99, 0,-0.15) ,
236333, 1.56661, 1, 0, 0.382716,-3.89831e-09) ,
23638-1, 0, 1, -99, 0.833333,0.15) ,
23642-1, 0, 1, -99, 0.8,0.135106) ,
236432, 1.21676, 1, 0, 0.807692,7.11598e-09) ,
236442, 0.914494, 1, 0, 0.485981,-1.22194e-09) );
23646 fBoostWeights.push_back(1);
23653-1, 0, 1, -99, 0.444444,0.105367) ,
23657-1, 0, 1, -99, 0.714286,0.149987) ,
236583, 0.473129, 1, 0, 0.5625,1.58146e-09) ,
23663-1, 0, 1, -99, 0.421053,-0.128822) ,
23667-1, 0, 1, -99, 0.714286,0.00450863) ,
236682, 1.47244, 1, 0, 0.545455,-4.07665e-09) ,
236692, 0.659507, 1, 0, 0.555556,-7.23698e-10) );
23671 fBoostWeights.push_back(1);
23678-1, 0, 1, -99, 1,0.15) ,
23682-1, 0, 1, -99, 0,-0.15) ,
236830, 1.14798, 1, 0, 0.722222,-8.86092e-09) ,
23688-1, 0, 1, -99, 0.333333,0.0122002) ,
23692-1, 0, 1, -99, 0.555556,-0.144991) ,
236932, 1.66509, 1, 0, 0.358974,-4.22391e-10) ,
236941, 0.17691, 1, 0, 0.427083,-2.00462e-09) );
23696 fBoostWeights.push_back(1);
23703-1, 0, 1, -99, 0.333333,0.149925) ,
23707-1, 0, 1, -99, 0,-0.15) ,
237081, 0.625386, 1, 0, 0.181818,-1.40575e-08) ,
23713-1, 0, 1, -99, 0.5625,-0.0924211) ,
23717-1, 0, 1, -99, 0.676471,0.128538) ,
237180, -0.580656, 1, 0, 0.654762,2.96204e-09) ,
237192, -0.705555, 1, 0, 0.6,9.91356e-10) );
23721 fBoostWeights.push_back(1);
23728-1, 0, 1, -99, 0.552239,-0.0198884) ,
23732-1, 0, 1, -99, 0.882353,0.143022) ,
237333, 1.06487, 1, 0, 0.619048,1.45009e-09) ,
23738-1, 0, 1, -99, 0,-0.15) ,
23742-1, 0, 1, -99, 0.636364,0.130986) ,
237432, 0.74068, 1, 0, 0.411765,-1.34021e-08) ,
237440, 1.2253, 1, 0, 0.584158,-1.04979e-09) );
23746 fBoostWeights.push_back(1);
23753-1, 0, 1, -99, 0.340909,-0.12933) ,
23757-1, 0, 1, -99, 0.777778,0.15) ,
237583, 0.490784, 1, 0, 0.415094,6.54778e-10) ,
23763-1, 0, 1, -99, 0.444444,-0.137958) ,
23767-1, 0, 1, -99, 0.684211,-0.0198243) ,
237683, 1.01456, 1, 0, 0.638298,-3.81859e-09) ,
237693, 0.654299, 1, 0, 0.52,-1.4477e-09) );
23771 fBoostWeights.push_back(1);
23778-1, 0, 1, -99, 0.47541,0.0659346) ,
23782-1, 0, 1, -99, 0.0714286,-0.15) ,
237832, 0.6514, 1, 0, 0.4,-1.03439e-09) ,
23788-1, 0, 1, -99, 0.357143,-0.117399) ,
23792-1, 0, 1, -99, 0.814815,-0.0218663) ,
237932, 0.754637, 1, 0, 0.658537,-8.31818e-09) ,
237943, 0.638026, 1, 0, 0.491379,-3.60883e-09) );
23796 fBoostWeights.push_back(1);
23803-1, 0, 1, -99, 0.311111,0.0317029) ,
23807-1, 0, 1, -99, 0.0666667,-0.131202) ,
238083, 0.804624, 1, 0, 0.25,-1.25692e-09) ,
23813-1, 0, 1, -99, 0.857143,0.149999) ,
23817-1, 0, 1, -99, 0.45,-0.081214) ,
238182, 1.17257, 1, 0, 0.658537,4.47451e-09) ,
238192, 0.49323, 1, 0, 0.415842,1.0697e-09) );
23821 fBoostWeights.push_back(1);
23828-1, 0, 1, -99, 0.478261,-0.0280642) ,
23832-1, 0, 1, -99, 0.7,-0.120661) ,
238333, 0.978136, 1, 0, 0.52809,-1.03848e-09) ,
23838-1, 0, 1, -99, 0,-0.15) ,
23842-1, 0, 1, -99, 0.923077,0.15) ,
238432, 0.279263, 1, 0, 0.631579,6.47281e-09) ,
238440, 1.24304, 1, 0, 0.546296,2.82952e-10) );
23846 fBoostWeights.push_back(1);
23853-1, 0, 1, -99, 0.810811,0.0949649) ,
23857-1, 0, 1, -99, 0.941176,0.15) ,
238583, 1.08869, 1, 0, 0.851852,3.02667e-09) ,
23863-1, 0, 1, -99, 0,-0.15) ,
23867-1, 0, 1, -99, 0.28,-0.146051) ,
238683, 0.417434, 1, 0, 0.137255,-5.15413e-09) ,
238691, 1.04247, 1, 0, 0.504762,-9.46863e-10) );
23871 fBoostWeights.push_back(1);
23877-1, 0, 1, -99, 0.888889,-0.149998) ,
23882-1, 0, 1, -99, 0.464789,-0.0517461) ,
23886-1, 0, 1, -99, 0.619048,0.132339) ,
238872, 1.38991, 1, 0, 0.5,7.50963e-12) ,
238881, -0.989925, 1, 0, 0.534653,-1.03228e-09) );
23890 fBoostWeights.push_back(1);
23897-1, 0, 1, -99, 0.428571,0.00382363) ,
23901-1, 0, 1, -99, 0,-0.15) ,
239022, 1.63136, 1, 0, 0.391304,-2.00437e-09) ,
23907-1, 0, 1, -99, 0.428571,0.132922) ,
23911-1, 0, 1, -99, 0.85,-0.00312493) ,
239122, 0.278812, 1, 0, 0.740741,1.06658e-08) ,
239133, 0.940047, 1, 0, 0.489583,1.55911e-09) );
23915 fBoostWeights.push_back(1);
23922-1, 0, 1, -99, 0.857143,-0.143157) ,
23926-1, 0, 1, -99, 0.454545,0.0497033) ,
239271, -1.03213, 1, 0, 0.484211,1.13873e-10) ,
23932-1, 0, 1, -99, 0,-0.15) ,
23936-1, 0, 1, -99, 0.777778,0.0499591) ,
239370, 1.49033, 1, 0, 0.411765,-2.0691e-08) ,
239380, 1.33282, 1, 0, 0.473214,-3.044e-09) );
23940 fBoostWeights.push_back(1);
23947-1, 0, 1, -99, 0.333333,-0.0246413) ,
23951-1, 0, 1, -99, 0.7,0.130446) ,
239523, 0.909125, 1, 0, 0.428571,2.5792e-09) ,
23957-1, 0, 1, -99, 0,-0.15) ,
23961-1, 0, 1, -99, 0.714286,0.0295952) ,
239623, 1.60717, 1, 0, 0.384615,-2.07128e-08) ,
239630, 1.22796, 1, 0, 0.422222,-7.85203e-10) );
23965 fBoostWeights.push_back(1);
23972-1, 0, 1, -99, 0.474576,-0.0330938) ,
23976-1, 0, 1, -99, 0,-0.15) ,
239772, 1.6717, 1, 0, 0.424242,-1.84465e-09) ,
23982-1, 0, 1, -99, 0,-0.15) ,
23986-1, 0, 1, -99, 0.884615,0.126908) ,
239872, -0.800292, 1, 0, 0.71875,3.49175e-09) ,
239883, 1.25713, 1, 0, 0.520408,-1.02148e-10) );
23990 fBoostWeights.push_back(1);
23997-1, 0, 1, -99, 0.756757,0.148565) ,
24001-1, 0, 1, -99, 0.0769231,-0.0782182) ,
240021, 0.98444, 1, 0, 0.407895,-6.71091e-10) ,
24007-1, 0, 1, -99, 0.6,-0.143487) ,
24011-1, 0, 1, -99, 0.8,-0.1139) ,
240121, 0.529621, 1, 0, 0.75,-1.52668e-08) ,
240133, 1.19169, 1, 0, 0.479167,-3.71186e-09) );
24015 fBoostWeights.push_back(1);
24021-1, 0, 1, -99, 1,0.15) ,
24026-1, 0, 1, -99, 0.533333,0.000505225) ,
24030-1, 0, 1, -99, 0.25,-0.130049) ,
240310, 1.26488, 1, 0, 0.483516,-1.2896e-09) ,
240321, -0.959668, 1, 0, 0.515464,-4.58922e-10) );
24034 fBoostWeights.push_back(1);
24041-1, 0, 1, -99, 0.373333,-0.0637695) ,
24045-1, 0, 1, -99, 0.5,-0.1433) ,
240463, 0.965515, 1, 0, 0.382716,-2.11801e-09) ,
24051-1, 0, 1, -99, 0.875,0.14919) ,
24055-1, 0, 1, -99, 0.785714,0.0782533) ,
240563, 1.47416, 1, 0, 0.805556,5.04687e-09) ,
240573, 1.19439, 1, 0, 0.512821,8.65708e-11) );
24059 fBoostWeights.push_back(1);
24066-1, 0, 1, -99, 0.688525,0.130813) ,
24070-1, 0, 1, -99, 0.166667,-0.117114) ,
240713, 1.5444, 1, 0, 0.641791,1.6585e-09) ,
24076-1, 0, 1, -99, 0.642857,-0.109251) ,
24080-1, 0, 1, -99, 0.461538,0.0624921) ,
240812, 1.17594, 1, 0, 0.525,-5.56119e-09) ,
240822, 0.649465, 1, 0, 0.598131,-1.04045e-09) );
24084 fBoostWeights.push_back(1);
24090-1, 0, 1, -99, 1,0.15) ,
24095-1, 0, 1, -99, 0.565217,-0.111897) ,
24099-1, 0, 1, -99, 0.432432,0.0786933) ,
241000, -0.353621, 1, 0, 0.463918,4.42987e-10) ,
241011, -1.01333, 1, 0, 0.5,1.54126e-09) );
24103 fBoostWeights.push_back(1);
24110-1, 0, 1, -99, 1,0.15) ,
24114-1, 0, 1, -99, 0.6,-0.149296) ,
241152, -0.349053, 1, 0, 0.818182,-1.60485e-08) ,
24120-1, 0, 1, -99, 0.382353,-0.0208161) ,
24124-1, 0, 1, -99, 0.761905,0.0959101) ,
241253, 1.4514, 1, 0, 0.47191,7.10407e-10) ,
241261, -1.01683, 1, 0, 0.51,-1.13308e-09) );
24128 fBoostWeights.push_back(1);
24135-1, 0, 1, -99, 0.333333,-0.146356) ,
24139-1, 0, 1, -99, 0.673913,0.0104008) ,
241402, -1.54952, 1, 0, 0.634615,-4.94941e-10) ,
24145-1, 0, 1, -99, 0,-0.15) ,
24149-1, 0, 1, -99, 0.357143,-0.130401) ,
241503, 0.489025, 1, 0, 0.192308,-3.0377e-09) ,
241511, 1.31019, 1, 0, 0.487179,-1.34253e-09) );
24153 fBoostWeights.push_back(1);
24160-1, 0, 1, -99, 0.428571,-0.0787287) ,
24164-1, 0, 1, -99, 0.0714286,0.139255) ,
241651, 1.42178, 1, 0, 0.357143,-1.5485e-10) ,
24170-1, 0, 1, -99, 0.666667,0.139529) ,
24174-1, 0, 1, -99, 0.884615,0.0696798) ,
241753, 1.30705, 1, 0, 0.84375,5.81605e-09) ,
241763, 1.02028, 1, 0, 0.509804,1.71837e-09) );
24181inline void ReadBDTG::Clear()
24183 for (
unsigned int itree=0; itree<fForest.size(); itree++) {
24184 delete fForest[itree];
24187 inline double ReadBDTG::GetMvaValue(
const std::vector<double>& inputValues )
const
24193 if (!IsStatusClean()) {
24194 std::cout <<
"Problem in class \"" << fClassName <<
"\": cannot return classifier response"
24195 <<
" because status is dirty" << std::endl;
24199 retval = GetMvaValue__( inputValues );
Type GetType(const std::string &Name)
void Initialize(Bool_t useTMVAStyle=kTRUE)