88 #define NN new BDTGNode 98 BDTGNode ( BDTGNode* left,BDTGNode* right,
99 int selector,
double cutValue,
bool cutType,
100 int nodeType,
double purity,
double response ) :
103 fSelector ( selector ),
104 fCutValue ( cutValue ),
105 fCutType ( cutType ),
106 fNodeType ( nodeType ),
108 fResponse ( response ){
114 virtual bool GoesRight(
const std::vector<double>& inputValues )
const;
115 BDTGNode* GetRight(
void ) {
return fRight; };
118 virtual bool GoesLeft (
const std::vector<double>& inputValues )
const;
119 BDTGNode* GetLeft(
void ) {
return fLeft; };
123 double GetPurity(
void )
const {
return fPurity; }
125 int GetNodeType(
void )
const {
return fNodeType; }
126 double GetResponse(
void)
const {
return fResponse;}
141 BDTGNode::~BDTGNode()
143 if (fLeft !=
NULL)
delete fLeft;
144 if (fRight !=
NULL)
delete fRight;
148 bool BDTGNode::GoesRight(
const std::vector<double>& inputValues )
const 152 result = (inputValues[fSelector] > fCutValue );
153 if (fCutType ==
true)
return result;
158 bool BDTGNode::GoesLeft(
const std::vector<double>& inputValues )
const 161 if (!this->GoesRight(inputValues))
return true;
167 #ifndef IClassifierReader__def 168 #define IClassifierReader__def 170 class IClassifierReader {
175 IClassifierReader() : fStatusIsClean(
true ) {}
176 virtual ~IClassifierReader() {}
179 virtual double GetMvaValue(
const std::vector<double>& inputValues )
const = 0;
182 bool IsStatusClean()
const {
return fStatusIsClean; }
191 class ReadBDTG :
public IClassifierReader {
196 ReadBDTG( std::vector<std::string>& theInputVars )
197 : IClassifierReader(),
198 fClassName(
"ReadBDTG" ),
200 fIsNormalised(
false )
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;
263 const char* fClassName;
266 size_t GetNvar()
const {
return fNvars; }
270 const bool fIsNormalised;
271 bool IsNormalised()
const {
return fIsNormalised; }
274 double NormVariable(
double x,
double xmin,
double xmax )
const {
276 return 2*(x -
xmin)/(xmax - xmin) - 1.0;
284 double GetMvaValue__(
const std::vector<double>& inputValues )
const;
287 std::vector<BDTGNode*> fForest;
288 std::vector<double> fBoostWeights;
291 double ReadBDTG::GetMvaValue__(
const std::vector<double>& inputValues )
const 294 for (
unsigned int itree=0; itree<fForest.size(); itree++){
295 BDTGNode *current = fForest[itree];
296 while (current->GetNodeType() == 0) {
297 if (current->GoesRight(inputValues)) current=(BDTGNode*)current->GetRight();
298 else current=(BDTGNode*)current->GetLeft();
300 myMVA += current->GetResponse();
302 return 2.0/(1.0+
exp(-2.0*myMVA))-1.0;
308 fBoostWeights.push_back(1);
315 -1, 0, 1, -99, 0.944444,0.266667) ,
319 -1, 0, 1, -99, 0.545455,0.0272727) ,
320 0, 0.878199, 1, 0, 0.753623,0.253623) ,
325 -1, 0, 1, -99, 0.0416667,-0.275) ,
329 -1, 0, 1, -99, 0.545455,0.0272727) ,
330 3, 0.874406, 1, 0, 0.2,-0.3) ,
331 1, 1.13712, 1, 0, 0.567308,0.0673077) );
333 fBoostWeights.push_back(1);
340 -1, 0, 1, -99, 0,-0.281391) ,
344 -1, 0, 1, -99, 0.2,-0.157967) ,
345 3, -0.926104, 1, 0, 0.0555556,-0.385482) ,
350 -1, 0, 1, -99, 0.0833333,-0.265695) ,
354 -1, 0, 1, -99, 0.691176,0.089554) ,
355 2, -0.955453, 1, 0, 0.6,0.0559508) ,
356 3, -0.687063, 1, 0, 0.5,-0.0251287) );
358 fBoostWeights.push_back(1);
365 -1, 0, 1, -99, 0.333333,-0.0831999) ,
369 -1, 0, 1, -99, 0,-0.237067) ,
370 1, 0.546125, 1, 0, 0.103448,-0.270892) ,
375 -1, 0, 1, -99, 0.550725,-0.00377417) ,
379 -1, 0, 1, -99, 1,0.268745) ,
380 3, 2.02281, 1, 0, 0.602564,0.0457923) ,
381 2, -0.478714, 1, 0, 0.46729,-0.0400381) );
383 fBoostWeights.push_back(1);
390 -1, 0, 1, -99, 1,0.250897) ,
394 -1, 0, 1, -99, 0.470588,-0.03554) ,
395 0, 1.22796, 1, 0, 0.785714,0.206053) ,
400 -1, 0, 1, -99, 0.142857,-0.175449) ,
404 -1, 0, 1, -99, 1,0.223427) ,
405 3, 1.92555, 1, 0, 0.294118,-0.148739) ,
406 1, 0.744728, 1, 0, 0.516129,0.0114896) );
408 fBoostWeights.push_back(1);
415 -1, 0, 1, -99, 1,0.217085) ,
419 -1, 0, 1, -99, 0.588235,0.032327) ,
420 0, 1.01331, 1, 0, 0.862745,0.206909) ,
425 -1, 0, 1, -99, 0.04,-0.190368) ,
429 -1, 0, 1, -99, 0.666667,0.0824509) ,
430 2, 0.47181, 1, 0, 0.326087,-0.075233) ,
431 1, 0.908926, 1, 0, 0.608247,0.0731096) );
433 fBoostWeights.push_back(1);
440 -1, 0, 1, -99, 0.0625,-0.162939) ,
444 -1, 0, 1, -99, 0,-0.260689) ,
445 2, 0.904467, 1, 0, 0.0434783,-0.242839) ,
450 -1, 0, 1, -99, 0.826087,0.0780339) ,
454 -1, 0, 1, -99, 0.292683,-0.0859889) ,
455 1, 0.878311, 1, 0, 0.574713,-0.00593885) ,
456 3, -0.302421, 1, 0, 0.463636,-0.0554726) );
458 fBoostWeights.push_back(1);
465 -1, 0, 1, -99, 1,0.236052) ,
469 -1, 0, 1, -99, 0.0571429,-0.197322) ,
470 0, -0.738623, 1, 0, 0.175,-0.14076) ,
475 -1, 0, 1, -99, 0.682927,0.0509771) ,
479 -1, 0, 1, -99, 1,0.23241) ,
480 3, 1.72809, 1, 0, 0.779661,0.137787) ,
481 2, 0.0459703, 1, 0, 0.535354,0.0252427) );
483 fBoostWeights.push_back(1);
490 -1, 0, 1, -99, 1,0.190654) ,
494 -1, 0, 1, -99, 0.333333,-0.117135) ,
495 0, 1.03903, 1, 0, 0.75,0.0589603) ,
500 -1, 0, 1, -99, 0.125,-0.145763) ,
504 -1, 0, 1, -99, 1,0.222303) ,
505 1, 1.74638, 1, 0, 0.222222,-0.102073) ,
506 1, 0.867744, 1, 0, 0.494624,-0.0189591) );
508 fBoostWeights.push_back(1);
515 -1, 0, 1, -99, 1,0.635604) ,
519 -1, 0, 1, -99, 0.693878,0.185553) ,
520 0, -1.63469, 1, 0, 0.727273,0.229426) ,
525 -1, 0, 1, -99, 0,-0.223314) ,
529 -1, 0, 1, -99, 0.875,0.140547) ,
530 3, 0.993095, 1, 0, 0.456522,-0.0402588) ,
531 0, 0.766169, 1, 0, 0.60396,0.106599) );
533 fBoostWeights.push_back(1);
540 -1, 0, 1, -99, 0.574468,0.0212258) ,
544 -1, 0, 1, -99, 0.142857,-0.209797) ,
545 0, 0.569173, 1, 0, 0.441176,-0.052318) ,
550 -1, 0, 1, -99, 0.2,-0.155186) ,
554 -1, 0, 1, -99, 1,0.227239) ,
555 2, 0.305956, 1, 0, 0.833333,0.167552) ,
556 3, 1.31149, 1, 0, 0.543478,0.00503944) );
558 fBoostWeights.push_back(1);
565 -1, 0, 1, -99, 0.321429,-0.090957) ,
569 -1, 0, 1, -99, 0.869565,0.125696) ,
570 2, -0.161035, 1, 0, 0.662162,0.0468831) ,
575 -1, 0, 1, -99, 0,-0.286446) ,
579 -1, 0, 1, -99, 0.666667,-0.0159443) ,
580 0, 0.0654189, 1, 0, 0.210526,-0.214433) ,
581 1, 1.41536, 1, 0, 0.569892,-0.00650413) );
583 fBoostWeights.push_back(1);
590 -1, 0, 1, -99, 1,0.166352) ,
594 -1, 0, 1, -99, 0.25,-0.0626367) ,
595 0, 1.0456, 1, 0, 0.875,0.0577769) ,
600 -1, 0, 1, -99, 0.25,-0.115588) ,
604 -1, 0, 1, -99, 1,0.208254) ,
605 1, 1.60057, 1, 0, 0.326531,-0.0658359) ,
606 1, 0.41857, 1, 0, 0.506849,-0.0251961) );
608 fBoostWeights.push_back(1);
615 -1, 0, 1, -99, 0.25,-0.220605) ,
619 -1, 0, 1, -99, 0.529412,0.0423248) ,
620 0, -0.8302, 1, 0, 0.5,-0.00345672) ,
625 -1, 0, 1, -99, 0,-0.284633) ,
629 -1, 0, 1, -99, 1,0.173198) ,
630 3, 1.72199, 1, 0, 0.321429,-0.138316) ,
631 0, 1.10131, 1, 0, 0.451923,-0.0397649) );
633 fBoostWeights.push_back(1);
639 -1, 0, 1, -99, 1,0.29225) ,
644 -1, 0, 1, -99, 0.454545,-0.21683) ,
648 -1, 0, 1, -99, 0.516854,-0.0224141) ,
649 0, -0.653774, 1, 0, 0.51,-0.0363552) ,
650 0, -1.21258, 1, 0, 0.546296,-0.0142049) );
652 fBoostWeights.push_back(1);
659 -1, 0, 1, -99, 0.9375,0.155767) ,
663 -1, 0, 1, -99, 0.481481,-0.0276831) ,
664 0, 0.890358, 1, 0, 0.728814,0.0445606) ,
669 -1, 0, 1, -99, 0.0645161,-0.122854) ,
673 -1, 0, 1, -99, 0.833333,0.14881) ,
674 1, 1.60738, 1, 0, 0.189189,-0.0604125) ,
675 1, 1.23282, 1, 0, 0.520833,0.00410222) );
677 fBoostWeights.push_back(1);
684 -1, 0, 1, -99, 0.735294,0.0797763) ,
688 -1, 0, 1, -99, 0,-0.177595) ,
689 1, 1.01351, 1, 0, 0.416667,-0.0345875) ,
694 -1, 0, 1, -99, 0.8125,0.194094) ,
698 -1, 0, 1, -99, 0.777778,-0.0397261) ,
699 3, 1.68153, 1, 0, 0.794118,0.0841985) ,
700 3, 1.06589, 1, 0, 0.553191,0.00837766) );
702 fBoostWeights.push_back(1);
708 -1, 0, 1, -99, 0.666667,-0.327374) ,
713 -1, 0, 1, -99, 0.382716,-0.0766061) ,
717 -1, 0, 1, -99, 1,0.165182) ,
718 3, 2.11535, 1, 0, 0.450549,-0.0304347) ,
719 1, -0.848145, 1, 0, 0.47,-0.046709) );
721 fBoostWeights.push_back(1);
728 -1, 0, 1, -99, 0.4,-0.0210983) ,
732 -1, 0, 1, -99, 0.625,0.193602) ,
733 3, 0.624871, 1, 0, 0.447368,0.0312689) ,
738 -1, 0, 1, -99, 0.428571,-0.295236) ,
742 -1, 0, 1, -99, 0.64,0.00690025) ,
743 1, 0.205563, 1, 0, 0.59375,-0.0637975) ,
744 3, 1.11271, 1, 0, 0.490741,0.00310111) );
746 fBoostWeights.push_back(1);
753 -1, 0, 1, -99, 0.717949,0.12062) ,
757 -1, 0, 1, -99, 0.15625,-0.107439) ,
758 0, 0.182538, 1, 0, 0.464789,0.00685291) ,
763 -1, 0, 1, -99, 0.173913,-0.239157) ,
767 -1, 0, 1, -99, 0.9,0.0165027) ,
768 3, 1.89146, 1, 0, 0.393939,-0.164775) ,
769 2, 0.878093, 1, 0, 0.442308,-0.047606) );
771 fBoostWeights.push_back(1);
778 -1, 0, 1, -99, 0.360656,-0.0429798) ,
782 -1, 0, 1, -99, 0.466667,-0.105079) ,
783 3, 0.99102, 1, 0, 0.381579,-0.0302865) ,
788 -1, 0, 1, -99, 1,0.246723) ,
792 -1, 0, 1, -99, 0.8,0.0196131) ,
793 2, 1.38162, 1, 0, 0.869565,0.102107) ,
794 2, 1.15786, 1, 0, 0.494949,0.000471663) );
796 fBoostWeights.push_back(1);
802 -1, 0, 1, -99, 0.285714,-0.237468) ,
807 -1, 0, 1, -99, 0.4,-0.0494764) ,
811 -1, 0, 1, -99, 0.692308,0.0803947) ,
812 3, 1.04155, 1, 0, 0.52809,0.0187779) ,
813 1, -0.788499, 1, 0, 0.510417,-0.0020671) );
815 fBoostWeights.push_back(1);
822 -1, 0, 1, -99, 0.928571,0.147364) ,
826 -1, 0, 1, -99, 0.23913,0.00422252) ,
827 1, 1.04247, 1, 0, 0.568182,0.035056) ,
832 -1, 0, 1, -99, 0,-0.187728) ,
836 -1, 0, 1, -99, 1,0.18985) ,
837 3, 1.7385, 1, 0, 0.35,-0.0480775) ,
838 0, 1.21735, 1, 0, 0.527778,0.0196609) );
840 fBoostWeights.push_back(1);
847 -1, 0, 1, -99, 0.484848,-0.0281554) ,
851 -1, 0, 1, -99, 1,0.201785) ,
852 0, 0.145727, 1, 0, 0.645833,0.0334833) ,
857 -1, 0, 1, -99, 0.142857,-0.221673) ,
861 -1, 0, 1, -99, 0.461538,-0.0460713) ,
862 0, 0.926992, 1, 0, 0.393939,-0.0417853) ,
863 0, 0.584877, 1, 0, 0.54321,0.00281828) );
865 fBoostWeights.push_back(1);
872 -1, 0, 1, -99, 0.637931,0.0231765) ,
876 -1, 0, 1, -99, 0.583333,0.251737) ,
877 1, 1.16343, 1, 0, 0.628571,0.0453698) ,
882 -1, 0, 1, -99, 0.15625,-0.0558442) ,
886 -1, 0, 1, -99, 0.5,-0.22153) ,
887 3, 1.77511, 1, 0, 0.210526,-0.0530576) ,
888 1, 1.29476, 1, 0, 0.481481,0.010738) );
890 fBoostWeights.push_back(1);
897 -1, 0, 1, -99, 0.378049,0.00178191) ,
901 -1, 0, 1, -99, 0.5,0.190412) ,
902 1, 1.4878, 1, 0, 0.386364,0.0113786) ,
907 -1, 0, 1, -99, 1,0.184932) ,
911 -1, 0, 1, -99, 1,0.157786) ,
912 3, 2.03003, 1, 0, 1,0.0945449) ,
913 3, 1.89146, 1, 0, 0.470588,0.0227936) );
915 fBoostWeights.push_back(1);
922 -1, 0, 1, -99, 0.805556,0.0841301) ,
926 -1, 0, 1, -99, 0.0344828,-0.152341) ,
927 1, 0.970685, 1, 0, 0.461538,-0.00724485) ,
932 -1, 0, 1, -99, 0.1,-0.353081) ,
936 -1, 0, 1, -99, 0.466667,-0.0728784) ,
937 2, 1.27507, 1, 0, 0.32,-0.185127) ,
938 2, 0.961329, 1, 0, 0.422222,-0.0566565) );
940 fBoostWeights.push_back(1);
946 -1, 0, 1, -99, 1,0.18056) ,
951 -1, 0, 1, -99, 0.285714,-0.168069) ,
955 -1, 0, 1, -99, 0.592233,0.0401315) ,
956 0, -0.789847, 1, 0, 0.572727,0.00687956) ,
957 1, -1.08514, 1, 0, 0.598291,0.0137398) );
959 fBoostWeights.push_back(1);
966 -1, 0, 1, -99, 0.651163,0.0294519) ,
970 -1, 0, 1, -99, 0.777778,0.190513) ,
971 3, 1.21557, 1, 0, 0.673077,0.0382008) ,
976 -1, 0, 1, -99, 0.12,-0.146501) ,
980 -1, 0, 1, -99, 1,0.170299) ,
981 3, 1.79501, 1, 0, 0.371429,-0.045276) ,
982 0, 0.800529, 1, 0, 0.551724,0.00461815) );
984 fBoostWeights.push_back(1);
990 -1, 0, 1, -99, 1,0.453582) ,
995 -1, 0, 1, -99, 0.636364,0.115462) ,
999 -1, 0, 1, -99, 0.43662,-0.0591155) ,
1000 0, -0.259202, 1, 0, 0.483871,-0.00500678) ,
1001 0, -1.48975, 1, 0, 0.510204,0.0117744) );
1003 fBoostWeights.push_back(1);
1009 -1, 0, 1, -99, 0.875,0.230222) ,
1014 -1, 0, 1, -99, 0.4,-0.106303) ,
1018 -1, 0, 1, -99, 0.540541,0.0590521) ,
1019 0, -0.326146, 1, 0, 0.50505,0.00563521) ,
1020 0, -0.882145, 1, 0, 0.53271,0.0173057) );
1022 fBoostWeights.push_back(1);
1029 -1, 0, 1, -99, 1,0.164829) ,
1033 -1, 0, 1, -99, 0.2,-0.239048) ,
1034 0, -0.339063, 1, 0, 0.6,-0.0973541) ,
1039 -1, 0, 1, -99, 0.616438,0.0540537) ,
1043 -1, 0, 1, -99, 0.266667,-0.157162) ,
1044 1, 1.4467, 1, 0, 0.556818,0.00742641) ,
1045 1, -0.869704, 1, 0, 0.561224,-0.00326548) );
1047 fBoostWeights.push_back(1);
1054 -1, 0, 1, -99, 0.314286,-0.0762273) ,
1058 -1, 0, 1, -99, 0.111111,-0.163952) ,
1059 3, 0.625897, 1, 0, 0.272727,-0.0354487) ,
1064 -1, 0, 1, -99, 0.4375,-0.0594351) ,
1068 -1, 0, 1, -99, 0.92,0.155121) ,
1069 3, 1.03617, 1, 0, 0.731707,0.0500493) ,
1070 2, 0.331186, 1, 0, 0.494118,0.00579149) );
1072 fBoostWeights.push_back(1);
1079 -1, 0, 1, -99, 1,0.157349) ,
1083 -1, 0, 1, -99, 0.333333,-0.0826829) ,
1084 0, 1.21941, 1, 0, 0.813953,0.0159618) ,
1089 -1, 0, 1, -99, 0,-0.235359) ,
1093 -1, 0, 1, -99, 0.2,-0.0397668) ,
1094 0, -0.216441, 1, 0, 0.147059,-0.0453907) ,
1095 1, 0.788731, 1, 0, 0.519481,-0.0111289) );
1097 fBoostWeights.push_back(1);
1104 -1, 0, 1, -99, 0.557143,-0.00923477) ,
1108 -1, 0, 1, -99, 0,-0.281744) ,
1109 2, 1.53213, 1, 0, 0.506494,-0.0230707) ,
1113 -1, 0, 1, -99, 0.5,0.377097) ,
1114 1, 1.4919, 1, 0, 0.505882,-0.000187401) );
1116 fBoostWeights.push_back(1);
1123 -1, 0, 1, -99, 1,0.302417) ,
1127 -1, 0, 1, -99, 0.31746,-0.025647) ,
1128 0, -0.980394, 1, 0, 0.385714,0.0121763) ,
1133 -1, 0, 1, -99, 0,-0.2578) ,
1137 -1, 0, 1, -99, 0.583333,-0.0185058) ,
1138 0, -0.196286, 1, 0, 0.424242,-0.0839229) ,
1139 3, 1.04155, 1, 0, 0.398058,-0.0186127) );
1141 fBoostWeights.push_back(1);
1148 -1, 0, 1, -99, 0.525,0.053665) ,
1152 -1, 0, 1, -99, 0.5,-0.0891981) ,
1153 2, 1.37868, 1, 0, 0.521277,0.00750863) ,
1158 -1, 0, 1, -99, 0,-0.178195) ,
1162 -1, 0, 1, -99, 0.333333,-0.09508) ,
1163 3, 0.463984, 1, 0, 0.166667,-0.102316) ,
1164 1, 1.48683, 1, 0, 0.481132,-0.00492431) );
1166 fBoostWeights.push_back(1);
1173 -1, 0, 1, -99, 1,0.181199) ,
1177 -1, 0, 1, -99, 0.219512,-0.11249) ,
1178 1, -0.987476, 1, 0, 0.304348,-0.0083782) ,
1183 -1, 0, 1, -99, 0.2,-0.062131) ,
1187 -1, 0, 1, -99, 0.852941,0.190419) ,
1188 2, 0.325689, 1, 0, 0.653061,0.0768197) ,
1189 3, 0.489162, 1, 0, 0.484211,0.035566) );
1191 fBoostWeights.push_back(1);
1198 -1, 0, 1, -99, 0.391304,-0.0857512) ,
1202 -1, 0, 1, -99, 0.857143,0.213944) ,
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1213 3, 1.96954, 1, 0, 0.619048,-0.10578) ,
1214 2, 1.36614, 1, 0, 0.474227,-0.0306916) );
1216 fBoostWeights.push_back(1);
1222 -1, 0, 1, -99, 0.444444,-0.137929) ,
1227 -1, 0, 1, -99, 0.0645161,-0.128842) ,
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1232 2, 0.160458, 1, 0, 0.531646,0.0024605) ,
1233 1, -0.791245, 1, 0, 0.522727,-0.00783291) );
1235 fBoostWeights.push_back(1);
1242 -1, 0, 1, -99, 0.793103,0.0798834) ,
1246 -1, 0, 1, -99, 0,-0.156029) ,
1247 1, 0.78525, 1, 0, 0.403509,-0.00425132) ,
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1256 -1, 0, 1, -99, 0.694444,-0.0435188) ,
1257 0, -0.196286, 1, 0, 0.608696,-0.0461712) ,
1258 3, 0.869427, 1, 0, 0.495146,-0.0229728) );
1260 fBoostWeights.push_back(1);
1267 -1, 0, 1, -99, 0.530612,0.129528) ,
1271 -1, 0, 1, -99, 0.375,-0.0853621) ,
1272 0, 0.29365, 1, 0, 0.460674,0.0098775) ,
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1281 -1, 0, 1, -99, 0.833333,-0.125022) ,
1282 0, 0.0648976, 1, 0, 0.416667,-0.102155) ,
1283 2, 1.63762, 1, 0, 0.455446,-0.00343328) );
1285 fBoostWeights.push_back(1);
1292 -1, 0, 1, -99, 0.5,0.25931) ,
1296 -1, 0, 1, -99, 0.365854,-0.00702794) ,
1297 0, -0.161874, 1, 0, 0.415385,0.0258384) ,
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1306 -1, 0, 1, -99, 0.76,0.0304535) ,
1307 0, 0.0701921, 1, 0, 0.575,-0.0578764) ,
1308 2, 0.840166, 1, 0, 0.47619,-0.00605295) );
1310 fBoostWeights.push_back(1);
1317 -1, 0, 1, -99, 0.615385,0.16106) ,
1321 -1, 0, 1, -99, 1,1.48175) ,
1322 3, 0.780428, 1, 0, 0.6875,0.172575) ,
1327 -1, 0, 1, -99, 0.333333,-0.092277) ,
1331 -1, 0, 1, -99, 0.525,0.0257991) ,
1332 1, -0.725572, 1, 0, 0.511628,0.000420381) ,
1333 0, -0.198385, 1, 0, 0.559322,0.0471063) );
1335 fBoostWeights.push_back(1);
1342 -1, 0, 1, -99, 0.413333,-0.0512388) ,
1346 -1, 0, 1, -99, 0.714286,0.184761) ,
1347 2, 0.919712, 1, 0, 0.439024,-0.00441039) ,
1352 -1, 0, 1, -99, 0.1875,-0.318153) ,
1356 -1, 0, 1, -99, 0.727273,0.0581137) ,
1357 0, 0.997524, 1, 0, 0.407407,-0.11572) ,
1358 2, 1.14783, 1, 0, 0.431193,-0.0319825) );
1360 fBoostWeights.push_back(1);
1366 -1, 0, 1, -99, 0.833333,-2.64772) ,
1371 -1, 0, 1, -99, 0.460674,-0.0137571) ,
1375 -1, 0, 1, -99, 0.818182,0.160576) ,
1376 2, 1.57983, 1, 0, 0.5,0.00534331) ,
1377 0, -0.936438, 1, 0, 0.518868,-0.00386989) );
1379 fBoostWeights.push_back(1);
1385 -1, 0, 1, -99, 0.833333,0.302044) ,
1390 -1, 0, 1, -99, 0.373134,-0.140838) ,
1394 -1, 0, 1, -99, 0.806452,0.107266) ,
1395 3, 1.28483, 1, 0, 0.510204,-0.0166087) ,
1396 0, -0.812974, 1, 0, 0.528846,0.00551704) );
1398 fBoostWeights.push_back(1);
1404 -1, 0, 1, -99, 0.833333,0.723224) ,
1409 -1, 0, 1, -99, 0.433333,-0.324067) ,
1413 -1, 0, 1, -99, 0.5625,0.0275805) ,
1414 0, -0.326146, 1, 0, 0.527273,-0.0206929) ,
1415 0, -0.882145, 1, 0, 0.543103,0.00321748) );
1417 fBoostWeights.push_back(1);
1424 -1, 0, 1, -99, 1,0.170983) ,
1428 -1, 0, 1, -99, 0.125,-0.12317) ,
1429 0, 1.02301, 1, 0, 0.658537,0.0175142) ,
1434 -1, 0, 1, -99, 0.142857,-0.664414) ,
1438 -1, 0, 1, -99, 0.347826,-0.142671) ,
1439 1, 0.997972, 1, 0, 0.320755,-0.100938) ,
1440 1, 0.824517, 1, 0, 0.468085,-0.0492728) );
1442 fBoostWeights.push_back(1);
1449 -1, 0, 1, -99, 0.651163,0.191679) ,
1453 -1, 0, 1, -99, 0,-0.156394) ,
1454 1, 1.23215, 1, 0, 0.459016,0.0325519) ,
1459 -1, 0, 1, -99, 0.25,-0.350325) ,
1463 -1, 0, 1, -99, 0.742857,0.025576) ,
1464 0, -0.0891513, 1, 0, 0.651163,-0.0435291) ,
1465 3, 1.04155, 1, 0, 0.538462,0.00109536) );
1467 fBoostWeights.push_back(1);
1474 -1, 0, 1, -99, 0.693878,0.154027) ,
1478 -1, 0, 1, -99, 0,-0.167567) ,
1479 1, 1.24177, 1, 0, 0.43038,0.0160136) ,
1484 -1, 0, 1, -99, 0.142857,-0.194879) ,
1488 -1, 0, 1, -99, 0.685714,0.0089015) ,
1489 0, -0.0775884, 1, 0, 0.595238,-0.0355533) ,
1490 3, 1.11271, 1, 0, 0.487603,-0.00188566) );
1492 fBoostWeights.push_back(1);
1499 -1, 0, 1, -99, 0.44,0.0116788) ,
1503 -1, 0, 1, -99, 0.333333,0.717216) ,
1504 1, 1.48771, 1, 0, 0.419355,0.0527784) ,
1509 -1, 0, 1, -99, 0.615385,-0.237072) ,
1513 -1, 0, 1, -99, 0.520833,0.0471482) ,
1514 0, -0.249126, 1, 0, 0.540984,-0.0121325) ,
1515 2, -0.222236, 1, 0, 0.5,0.00973966) );
1517 fBoostWeights.push_back(1);
1523 -1, 0, 1, -99, 0.75,0.309081) ,
1528 -1, 0, 1, -99, 0.2,-0.182062) ,
1532 -1, 0, 1, -99, 0.465116,0.0340453) ,
1533 1, -0.288368, 1, 0, 0.450549,0.00413063) ,
1534 0, -0.755921, 1, 0, 0.474747,0.0156699) );
1536 fBoostWeights.push_back(1);
1542 -1, 0, 1, -99, 0.5,-0.224061) ,
1547 -1, 0, 1, -99, 0.606061,0.131907) ,
1551 -1, 0, 1, -99, 0.5,0.0299452) ,
1552 0, 0.115584, 1, 0, 0.539326,0.0286617) ,
1553 0, -0.872148, 1, 0, 0.536842,0.0148967) );
1555 fBoostWeights.push_back(1);
1561 -1, 0, 1, -99, 0.333333,-0.1677) ,
1566 -1, 0, 1, -99, 0.636364,0.106579) ,
1570 -1, 0, 1, -99, 0.695652,-0.0421987) ,
1571 2, 1.26983, 1, 0, 0.65,0.0193526) ,
1572 2, -1.59, 1, 0, 0.632075,0.0136765) );
1574 fBoostWeights.push_back(1);
1581 -1, 0, 1, -99, 0.0526316,-0.212495) ,
1585 -1, 0, 1, -99, 0.470588,0.205101) ,
1586 3, -0.429772, 1, 0, 0.320755,0.00723208) ,
1591 -1, 0, 1, -99, 0,-0.299246) ,
1595 -1, 0, 1, -99, 0.714286,0.0138109) ,
1596 0, -0.270857, 1, 0, 0.588235,-0.0781165) ,
1597 3, 0.921129, 1, 0, 0.425287,-0.0261225) );
1599 fBoostWeights.push_back(1);
1606 -1, 0, 1, -99, 0.391304,-0.0270646) ,
1610 -1, 0, 1, -99, 0.4,-0.218078) ,
1611 2, 0.89717, 1, 0, 0.391892,-0.0179268) ,
1616 -1, 0, 1, -99, 0.666667,0.179491) ,
1620 -1, 0, 1, -99, 0.857143,0.0559831) ,
1621 0, 0.0544122, 1, 0, 0.8,0.06259) ,
1622 2, 1.06556, 1, 0, 0.478723,-0.000795579) );
1624 fBoostWeights.push_back(1);
1631 -1, 0, 1, -99, 0.333333,-0.11348) ,
1635 -1, 0, 1, -99, 0.88,0.167394) ,
1636 2, 0.258009, 1, 0, 0.581818,0.00798553) ,
1641 -1, 0, 1, -99, 0.25,-0.167461) ,
1645 -1, 0, 1, -99, 1,0.15352) ,
1646 3, 1.84082, 1, 0, 0.571429,-0.0464514) ,
1647 2, 1.19073, 1, 0, 0.578313,-0.0103787) );
1649 fBoostWeights.push_back(1);
1655 -1, 0, 1, -99, 1,0.729456) ,
1660 -1, 0, 1, -99, 0.678571,0.0692832) ,
1664 -1, 0, 1, -99, 0.564103,-0.0409691) ,
1665 0, 0.895085, 1, 0, 0.631579,0.0056633) ,
1666 0, -1.03857, 1, 0, 0.65,0.0176696) );
1668 fBoostWeights.push_back(1);
1675 -1, 0, 1, -99, 0.52,-0.0587295) ,
1679 -1, 0, 1, -99, 0.125,-0.256986) ,
1680 3, 1.08737, 1, 0, 0.424242,-0.0729369) ,
1685 -1, 0, 1, -99, 0.428571,-0.145415) ,
1689 -1, 0, 1, -99, 0.645161,0.0497902) ,
1690 1, -0.732366, 1, 0, 0.623188,-0.00174786) ,
1691 0, -0.198385, 1, 0, 0.558824,-0.0247796) );
1693 fBoostWeights.push_back(1);
1700 -1, 0, 1, -99, 0.466667,-0.0694946) ,
1704 -1, 0, 1, -99, 0,-0.218989) ,
1705 3, 0.692751, 1, 0, 0.333333,-0.0701115) ,
1710 -1, 0, 1, -99, 0.453125,-0.11338) ,
1714 -1, 0, 1, -99, 0.846154,0.079146) ,
1715 2, 1.2499, 1, 0, 0.566667,-0.00794485) ,
1716 0, -0.271123, 1, 0, 0.522523,-0.0197061) );
1718 fBoostWeights.push_back(1);
1724 -1, 0, 1, -99, 1,1.16302) ,
1729 -1, 0, 1, -99, 0.735849,0.0774631) ,
1733 -1, 0, 1, -99, 0.268293,-0.111985) ,
1734 1, 1.2488, 1, 0, 0.531915,-0.00402873) ,
1735 0, -1.10658, 1, 0, 0.56,0.00582305) );
1737 fBoostWeights.push_back(1);
1744 -1, 0, 1, -99, 0.47619,0.0352599) ,
1748 -1, 0, 1, -99, 0.230769,-0.17751) ,
1749 3, 0.710402, 1, 0, 0.382353,-0.0232462) ,
1754 -1, 0, 1, -99, 0.888889,0.188042) ,
1758 -1, 0, 1, -99, 0.559322,0.0105215) ,
1759 0, 0.124625, 1, 0, 0.602941,0.0107233) ,
1760 0, -0.197088, 1, 0, 0.529412,-0.000599903) );
1762 fBoostWeights.push_back(1);
1769 -1, 0, 1, -99, 0.433962,-0.103717) ,
1773 -1, 0, 1, -99, 0.3,-0.134037) ,
1774 3, 0.76617, 1, 0, 0.385542,-0.0306497) ,
1779 -1, 0, 1, -99, 0.833333,0.129528) ,
1783 -1, 0, 1, -99, 1,0.15046) ,
1784 3, 2.02226, 1, 0, 0.909091,0.0311827) ,
1785 1, 1.63357, 1, 0, 0.446809,-0.023414) );
1787 fBoostWeights.push_back(1);
1794 -1, 0, 1, -99, 0.636364,0.544744) ,
1798 -1, 0, 1, -99, 0.153846,-0.0715494) ,
1799 0, -0.384073, 1, 0, 0.297297,0.0333415) ,
1804 -1, 0, 1, -99, 0.571429,-0.227486) ,
1808 -1, 0, 1, -99, 0.607143,-0.0569064) ,
1809 0, -0.764024, 1, 0, 0.603175,-0.0253707) ,
1810 2, 0.0688905, 1, 0, 0.49,-0.00364715) );
1812 fBoostWeights.push_back(1);
1819 -1, 0, 1, -99, 1,0.15029) ,
1823 -1, 0, 1, -99, 0,-0.295863) ,
1824 1, -0.10464, 1, 0, 0.642857,-0.113277) ,
1829 -1, 0, 1, -99, 0.297297,-0.08827) ,
1833 -1, 0, 1, -99, 0.644444,0.0863972) ,
1834 2, 0.128088, 1, 0, 0.487805,0.00693508) ,
1835 0, -0.796789, 1, 0, 0.510417,-0.0105959) );
1837 fBoostWeights.push_back(1);
1844 -1, 0, 1, -99, 0.539683,-0.0394637) ,
1848 -1, 0, 1, -99, 0.791667,0.0951334) ,
1849 2, 0.755521, 1, 0, 0.609195,0.00442107) ,
1854 -1, 0, 1, -99, 0.428571,-0.173219) ,
1858 -1, 0, 1, -99, 0.777778,0.148528) ,
1859 1, 1.5305, 1, 0, 0.625,-0.0422753) ,
1860 2, 1.57983, 1, 0, 0.61165,-0.00283274) );
1862 fBoostWeights.push_back(1);
1869 -1, 0, 1, -99, 0.526316,-0.115731) ,
1873 -1, 0, 1, -99, 0.625,0.0894657) ,
1874 0, -0.567488, 1, 0, 0.6,0.00692938) ,
1879 -1, 0, 1, -99, 0.285714,0.0546137) ,
1883 -1, 0, 1, -99, 0.444444,-0.222852) ,
1884 3, 1.49119, 1, 0, 0.375,-0.044914) ,
1885 1, 1.47307, 1, 0, 0.56044,-0.00218594) );
1887 fBoostWeights.push_back(1);
1894 -1, 0, 1, -99, 0.527778,0.0192345) ,
1898 -1, 0, 1, -99, 0.8,0.318191) ,
1899 3, 1.10895, 1, 0, 0.560976,0.0300079) ,
1904 -1, 0, 1, -99, 0.459459,-0.0191321) ,
1908 -1, 0, 1, -99, 0.15,-0.174567) ,
1909 0, 1.07118, 1, 0, 0.350877,-0.0209923) ,
1910 0, -0.0466404, 1, 0, 0.438776,0.00034452) );
1912 fBoostWeights.push_back(1);
1918 -1, 0, 1, -99, 1,0.29104) ,
1923 -1, 0, 1, -99, 0.25,-0.190879) ,
1927 -1, 0, 1, -99, 0.481013,-0.0133511) ,
1928 0, -0.769509, 1, 0, 0.45977,-0.00910613) ,
1929 0, -0.968471, 1, 0, 0.505263,0.00205266) );
1931 fBoostWeights.push_back(1);
1938 -1, 0, 1, -99, 0.243243,-0.096468) ,
1942 -1, 0, 1, -99, 0.790698,0.0688761) ,
1943 2, 0.16412, 1, 0, 0.5375,0.00588801) ,
1948 -1, 0, 1, -99, 0.2,-0.198177) ,
1952 -1, 0, 1, -99, 1,0.15029) ,
1953 1, 0.603469, 1, 0, 0.6,-0.0466521) ,
1954 0, 1.31226, 1, 0, 0.544444,5.02222
e-05) );
1956 fBoostWeights.push_back(1);
1963 -1, 0, 1, -99, 1,0.162239) ,
1967 -1, 0, 1, -99, 0.4875,-0.0219664) ,
1968 1, -1.1262, 1, 0, 0.523256,0.00185901) ,
1973 -1, 0, 1, -99, 1,0.175001) ,
1977 -1, 0, 1, -99, 0.777778,0.113359) ,
1978 0, 0.570788, 1, 0, 0.857143,0.047129) ,
1979 2, 1.33327, 1, 0, 0.57,0.0081968) );
1981 fBoostWeights.push_back(1);
1988 -1, 0, 1, -99, 0.203704,-0.137633) ,
1992 -1, 0, 1, -99, 0.595238,0.0144285) ,
1993 2, 0.36786, 1, 0, 0.375,-0.0089618) ,
1998 -1, 0, 1, -99, 1,0.174504) ,
2002 -1, 0, 1, -99, 0.5,-0.0771024) ,
2003 1, 1.33331, 1, 0, 0.714286,0.0267792) ,
2004 2, 1.48489, 1, 0, 0.418182,-0.00441294) );
2006 fBoostWeights.push_back(1);
2013 -1, 0, 1, -99, 0.666667,0.320241) ,
2017 -1, 0, 1, -99, 0.179487,0.023169) ,
2018 0, -0.359554, 1, 0, 0.333333,0.0462227) ,
2023 -1, 0, 1, -99, 0.333333,-0.165675) ,
2027 -1, 0, 1, -99, 0.515152,-0.105031) ,
2028 1, 0.205563, 1, 0, 0.487179,-0.0509818) ,
2029 2, 0.320989, 1, 0, 0.395833,0.00673335) );
2031 fBoostWeights.push_back(1);
2038 -1, 0, 1, -99, 0.666667,0.140699) ,
2042 -1, 0, 1, -99, 0.428571,0.0149539) ,
2043 0, -0.269347, 1, 0, 0.481481,0.0105492) ,
2048 -1, 0, 1, -99, 0.0833333,-0.171047) ,
2052 -1, 0, 1, -99, 0.538462,-0.0146216) ,
2053 1, 1.52154, 1, 0, 0.32,-0.0443337) ,
2054 1, 1.41536, 1, 0, 0.443396,-0.00239488) );
2056 fBoostWeights.push_back(1);
2063 -1, 0, 1, -99, 1,0.203082) ,
2067 -1, 0, 1, -99, 0.283333,-0.0824578) ,
2068 0, -1.09705, 1, 0, 0.358209,-0.00332956) ,
2073 -1, 0, 1, -99, 0.617647,0.0785002) ,
2077 -1, 0, 1, -99, 0.666667,0.260971) ,
2078 1, 1.49834, 1, 0, 0.627907,0.0548894) ,
2079 3, 1.13282, 1, 0, 0.463636,0.0194287) );
2081 fBoostWeights.push_back(1);
2088 -1, 0, 1, -99, 0.666667,-0.138814) ,
2092 -1, 0, 1, -99, 0.333333,-0.25534) ,
2093 2, 0.760182, 1, 0, 0.555556,-0.0538937) ,
2098 -1, 0, 1, -99, 0.646154,0.116462) ,
2102 -1, 0, 1, -99, 0.473684,-0.128475) ,
2103 2, 1.25581, 1, 0, 0.607143,0.00692692) ,
2104 0, -0.444403, 1, 0, 0.598039,-0.00380613) );
2106 fBoostWeights.push_back(1);
2113 -1, 0, 1, -99, 0.583333,0.0427046) ,
2117 -1, 0, 1, -99, 0.666667,0.124464) ,
2118 3, 1.04626, 1, 0, 0.606061,0.0195365) ,
2123 -1, 0, 1, -99, 0.25,-0.00237136) ,
2127 -1, 0, 1, -99, 0.538462,-0.17465) ,
2128 2, 0.846604, 1, 0, 0.363636,-0.0194032) ,
2129 0, 0.716321, 1, 0, 0.525253,0.00655657) );
2131 fBoostWeights.push_back(1);
2138 -1, 0, 1, -99, 0.395062,-0.040695) ,
2142 -1, 0, 1, -99, 0.703704,0.072248) ,
2143 3, 1.24333, 1, 0, 0.472222,0.00197514) ,
2147 -1, 0, 1, -99, 0.625,-0.10728) ,
2148 2, 1.62398, 1, 0, 0.482759,-0.00201994) );
2150 fBoostWeights.push_back(1);
2157 -1, 0, 1, -99, 0.571429,-0.110104) ,
2161 -1, 0, 1, -99, 0,-0.171745) ,
2162 3, 1.07347, 1, 0, 0.421053,-0.0446675) ,
2167 -1, 0, 1, -99, 0.408163,-0.00725163) ,
2171 -1, 0, 1, -99, 0.764706,-0.120113) ,
2172 3, 1.64292, 1, 0, 0.5,-0.00818268) ,
2173 0, -0.360763, 1, 0, 0.482353,-0.0163381) );
2175 fBoostWeights.push_back(1);
2182 -1, 0, 1, -99, 0.508197,0.0634932) ,
2186 -1, 0, 1, -99, 0.777778,0.148228) ,
2187 2, 1.19834, 1, 0, 0.56962,0.0160797) ,
2192 -1, 0, 1, -99, 0,-0.152346) ,
2196 -1, 0, 1, -99, 0.2,-0.171776) ,
2197 3, 0.0455339, 1, 0, 0.0714286,-0.0360309) ,
2198 1, 1.41536, 1, 0, 0.494624,0.00823508) );
2200 fBoostWeights.push_back(1);
2207 -1, 0, 1, -99, 0.5,0.0766608) ,
2211 -1, 0, 1, -99, 0.48,-0.09033) ,
2212 3, 0.893125, 1, 0, 0.494624,-0.00397759) ,
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2221 -1, 0, 1, -99, 0.666667,0.00885156) ,
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3240 fBoostWeights.push_back(1);
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3265 fBoostWeights.push_back(1);
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3290 fBoostWeights.push_back(1);
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3301 -1, 0, 1, -99, 0.220339,-0.0939229) ,
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3320 -1, 0, 1, -99, 0.8,0.148785) ,
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3359 fBoostWeights.push_back(1);
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3553 fBoostWeights.push_back(1);
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3622 fBoostWeights.push_back(1);
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3658 -1, 0, 1, -99, 0.428571,-0.116074) ,
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3722 fBoostWeights.push_back(1);
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3797 fBoostWeights.push_back(1);
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4517 fBoostWeights.push_back(1);
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4542 fBoostWeights.push_back(1);
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4567 fBoostWeights.push_back(1);
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4592 fBoostWeights.push_back(1);
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4617 fBoostWeights.push_back(1);
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5279 -1, 0, 1, -99, 0.791667,0.112864) ,
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5291 3, 1.6596, 1, 0, 0.541667,3.59294
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5293 fBoostWeights.push_back(1);
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5316 1, 1.45918, 1, 0, 0.575758,-0.00235005) );
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5418 fBoostWeights.push_back(1);
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5518 fBoostWeights.push_back(1);
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5568 fBoostWeights.push_back(1);
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5591 0, 0.785685, 1, 0, 0.494505,-0.000440613) );
5593 fBoostWeights.push_back(1);
5599 -1, 0, 1, -99, 1,0.170906) ,
5604 -1, 0, 1, -99, 0.512821,-0.113428) ,
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5612 fBoostWeights.push_back(1);
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5623 -1, 0, 1, -99, 0.375,-0.125176) ,
5624 0, -0.168349, 1, 0, 0.571429,-0.000911577) ,
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5637 fBoostWeights.push_back(1);
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5648 -1, 0, 1, -99, 0.428571,-0.122877) ,
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5660 0, 0.766169, 1, 0, 0.504587,-0.000495583) );
5662 fBoostWeights.push_back(1);
5669 -1, 0, 1, -99, 0.615385,-0.118224) ,
5673 -1, 0, 1, -99, 0.857143,0.147936) ,
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5685 1, 0.788731, 1, 0, 0.5,-0.000335542) );
5687 fBoostWeights.push_back(1);
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5698 -1, 0, 1, -99, 0.733333,0.141219) ,
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5709 1, 1.54329, 1, 0, 0.565217,-0.00151782) ,
5710 1, 1.45918, 1, 0, 0.514563,0.000255817) );
5712 fBoostWeights.push_back(1);
5719 -1, 0, 1, -99, 0.333333,0.0901801) ,
5723 -1, 0, 1, -99, 0.166667,0.131953) ,
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5737 fBoostWeights.push_back(1);
5743 -1, 0, 1, -99, 1,0.172736) ,
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5756 fBoostWeights.push_back(1);
5762 -1, 0, 1, -99, 1,0.166103) ,
5767 -1, 0, 1, -99, 0.692308,0.109738) ,
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5775 fBoostWeights.push_back(1);
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5786 -1, 0, 1, -99, 0.714286,0.0771589) ,
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5800 fBoostWeights.push_back(1);
5806 -1, 0, 1, -99, 0.875,0.152229) ,
5811 -1, 0, 1, -99, 0.909091,0.149137) ,
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5817 0, -0.882145, 1, 0, 0.55814,-9.87166
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5819 fBoostWeights.push_back(1);
5826 -1, 0, 1, -99, 1,0.1573) ,
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5944 fBoostWeights.push_back(1);
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6101 -1, 0, 1, -99, 0.736842,0.069651) ,
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6606 -1, 0, 1, -99, 0.521739,0.0485622) ,
6607 2, 0.972412, 1, 0, 0.484211,2.4061
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6668 0, 1.26706, 1, 0, 0.494737,-8.27875
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6670 fBoostWeights.push_back(1);
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6693 0, 1.22439, 1, 0, 0.549451,9.50228
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6742 3, 0.599729, 1, 0, 0.121951,-0.000769007) ,
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6745 fBoostWeights.push_back(1);
6752 -1, 0, 1, -99, 0.5,0.135577) ,
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6870 fBoostWeights.push_back(1);
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18014 fBoostWeights.push_back(1);
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18089 fBoostWeights.push_back(1);
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18139 fBoostWeights.push_back(1);
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18208 fBoostWeights.push_back(1);
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18283 fBoostWeights.push_back(1);
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18308 fBoostWeights.push_back(1);
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18333 fBoostWeights.push_back(1);
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18358 fBoostWeights.push_back(1);
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18383 fBoostWeights.push_back(1);
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18408 fBoostWeights.push_back(1);
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18452 fBoostWeights.push_back(1);
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18475 2, 0.878093, 1, 0, 0.5,-9.66967
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18477 fBoostWeights.push_back(1);
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18500 2, 0.976071, 1, 0, 0.514852,2.39149
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18502 fBoostWeights.push_back(1);
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18525 1, 1.36636, 1, 0, 0.515464,-1.30536
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18527 fBoostWeights.push_back(1);
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18550 1, 1.46695, 1, 0, 0.494505,8.7791
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18575 1, 1.44374, 1, 0, 0.545455,8.60827
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18600 1, 1.44281, 1, 0, 0.556701,9.62084
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18602 fBoostWeights.push_back(1);
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18625 2, 0.961329, 1, 0, 0.478992,7.98947
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18627 fBoostWeights.push_back(1);
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18650 2, 0.85693, 1, 0, 0.577465,-1.39588
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18652 fBoostWeights.push_back(1);
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18677 fBoostWeights.push_back(1);
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18702 fBoostWeights.push_back(1);
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18727 fBoostWeights.push_back(1);
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18850 3, 0.83138, 1, 0, 0.433628,-9.68855
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18915 fBoostWeights.push_back(1);
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18938 0, 1.21735, 1, 0, 0.432692,1.31051
e-08) );
18940 fBoostWeights.push_back(1);
18946 -1, 0, 1, -99, 1,0.150003) ,
18951 -1, 0, 1, -99, 0.32,-0.0823374) ,
18955 -1, 0, 1, -99, 0.736842,0.0669977) ,
18956 3, 0.415788, 1, 0, 0.609756,1.35029
e-07) ,
18957 0, -1.1105, 1, 0, 0.636364,3.43359
e-07) );
18959 fBoostWeights.push_back(1);
18966 -1, 0, 1, -99, 0.111111,0.136947) ,
18970 -1, 0, 1, -99, 0,-0.150002) ,
18971 3, 0.415038, 1, 0, 0.0714286,-1.09301
e-06) ,
18976 -1, 0, 1, -99, 0.555556,0.101507) ,
18980 -1, 0, 1, -99, 0.727273,-0.14898) ,
18981 0, 1.43914, 1, 0, 0.578313,4.88343
e-07) ,
18982 2, -0.962041, 1, 0, 0.505155,2.60107
e-07) );
18984 fBoostWeights.push_back(1);
18991 -1, 0, 1, -99, 0.491228,0.0322156) ,
18995 -1, 0, 1, -99, 0.727273,0.100848) ,
18996 3, 1.39462, 1, 0, 0.556962,4.86828
e-07) ,
19001 -1, 0, 1, -99, 0.166667,0.104198) ,
19005 -1, 0, 1, -99, 0.5,-0.0796229) ,
19006 1, 1.53225, 1, 0, 0.416667,3.18927
e-06) ,
19007 1, 1.42216, 1, 0, 0.524272,1.11652
e-06) );
19009 fBoostWeights.push_back(1);
19016 -1, 0, 1, -99, 1,0.150002) ,
19020 -1, 0, 1, -99, 0.35,-0.0874443) ,
19021 0, -1.10268, 1, 0, 0.41791,-1.87219
e-08) ,
19026 -1, 0, 1, -99, 0,-0.150003) ,
19030 -1, 0, 1, -99, 0.461538,-0.119874) ,
19031 0, -0.196286, 1, 0, 0.4,-3.49976
e-06) ,
19032 3, 1.06589, 1, 0, 0.410714,-1.41735
e-06) );
19034 fBoostWeights.push_back(1);
19041 -1, 0, 1, -99, 0.454545,0.00503966) ,
19045 -1, 0, 1, -99, 0.727273,0.127787) ,
19046 2, 1.41556, 1, 0, 0.5,3.38588
e-07) ,
19051 -1, 0, 1, -99, 0.04,0.0236603) ,
19055 -1, 0, 1, -99, 0.466667,-0.108897) ,
19056 3, 1.47352, 1, 0, 0.2,-5.83018
e-07) ,
19057 1, 1.3052, 1, 0, 0.386792,-9.18772
e-09) );
19059 fBoostWeights.push_back(1);
19066 -1, 0, 1, -99, 0.666667,-0.0120701) ,
19070 -1, 0, 1, -99, 0,-0.150002) ,
19071 1, 0.940138, 1, 0, 0.4,-4.89641
e-07) ,
19076 -1, 0, 1, -99, 0.481481,-0.136778) ,
19080 -1, 0, 1, -99, 0.875,0.111015) ,
19081 1, 1.58599, 1, 0, 0.571429,-2.69011
e-06) ,
19082 3, 1.03085, 1, 0, 0.466667,-1.34538
e-06) );
19084 fBoostWeights.push_back(1);
19091 -1, 0, 1, -99, 0.52,0.0724139) ,
19095 -1, 0, 1, -99, 0.565217,-0.114612) ,
19096 2, 0.852074, 1, 0, 0.534247,-6.27863
e-07) ,
19101 -1, 0, 1, -99, 0.142857,0.150021) ,
19105 -1, 0, 1, -99, 0.357143,0.0696999) ,
19106 2, -0.277975, 1, 0, 0.285714,7.08891
e-06) ,
19107 1, 1.33802, 1, 0, 0.478723,1.0961
e-06) );
19109 fBoostWeights.push_back(1);
19116 -1, 0, 1, -99, 0.574468,-0.0654618) ,
19120 -1, 0, 1, -99, 0.714286,0.149903) ,
19121 1, 1.10897, 1, 0, 0.592593,1.85339
e-07) ,
19126 -1, 0, 1, -99, 0.04,-0.119771) ,
19130 -1, 0, 1, -99, 0.3125,0.0441965) ,
19131 0, 0.120383, 1, 0, 0.146341,-8.92975
e-07) ,
19132 1, 1.23173, 1, 0, 0.4,-2.80039
e-07) );
19134 fBoostWeights.push_back(1);
19141 -1, 0, 1, -99, 0.441176,-0.0519495) ,
19145 -1, 0, 1, -99, 0.428571,0.119263) ,
19146 2, 1.19853, 1, 0, 0.44,-4.99778
e-08) ,
19151 -1, 0, 1, -99, 0.428571,0.115034) ,
19155 -1, 0, 1, -99, 0.909091,0.135922) ,
19156 2, 1.02183, 1, 0, 0.64,1.56043
e-06) ,
19157 3, 1.28581, 1, 0, 0.49,3.52625
e-07) );
19159 fBoostWeights.push_back(1);
19166 -1, 0, 1, -99, 0.5,-0.0390233) ,
19170 -1, 0, 1, -99, 0.2,0.148068) ,
19171 3, 0.561783, 1, 0, 0.411765,6.2654
e-06) ,
19176 -1, 0, 1, -99, 0.317073,0.145401) ,
19180 -1, 0, 1, -99, 0.538462,-0.108207) ,
19181 2, 0.431002, 1, 0, 0.425,-9.34497
e-07) ,
19182 0, -0.412074, 1, 0, 0.42268,3.27342
e-07) );
19184 fBoostWeights.push_back(1);
19191 -1, 0, 1, -99, 0.421053,-0.0262434) ,
19195 -1, 0, 1, -99, 0.75,0.111056) ,
19196 2, 0.924797, 1, 0, 0.5,3.20853
e-07) ,
19201 -1, 0, 1, -99, 0,-0.150002) ,
19205 -1, 0, 1, -99, 0.4,-0.147943) ,
19206 0, -0.289012, 1, 0, 0.25,-4.59276
e-06) ,
19207 1, 1.47307, 1, 0, 0.465517,-3.56886
e-07) );
19209 fBoostWeights.push_back(1);
19216 -1, 0, 1, -99, 0.870968,0.144122) ,
19220 -1, 0, 1, -99, 0.25,-0.0942531) ,
19221 0, 1.3202, 1, 0, 0.659574,2.98643
e-07) ,
19226 -1, 0, 1, -99, 0.5,-0.149012) ,
19230 -1, 0, 1, -99, 0.207547,-0.0787786) ,
19231 1, 0.97786, 1, 0, 0.245902,-1.25317
e-06) ,
19232 1, 0.736385, 1, 0, 0.425926,-5.77845
e-07) );
19234 fBoostWeights.push_back(1);
19241 -1, 0, 1, -99, 0.8,0.11929) ,
19245 -1, 0, 1, -99, 0.307692,-0.127713) ,
19246 0, -0.901645, 1, 0, 0.350877,-3.60607
e-08) ,
19251 -1, 0, 1, -99, 0.666667,0.143647) ,
19255 -1, 0, 1, -99, 0.724138,0.073006) ,
19256 3, 1.37244, 1, 0, 0.714286,8.46943
e-06) ,
19257 3, 1.06589, 1, 0, 0.48913,3.19972
e-06) );
19259 fBoostWeights.push_back(1);
19266 -1, 0, 1, -99, 0.484848,0.0173447) ,
19270 -1, 0, 1, -99, 0.8,0.150002) ,
19271 0, 0.937598, 1, 0, 0.507042,5.29408
e-07) ,
19276 -1, 0, 1, -99, 0,-0.150001) ,
19280 -1, 0, 1, -99, 0.411765,-0.011425) ,
19281 0, 1.20318, 1, 0, 0.304348,-8.79928
e-07) ,
19282 0, 1.05268, 1, 0, 0.457447,1.84571
e-07) );
19284 fBoostWeights.push_back(1);
19291 -1, 0, 1, -99, 0.631579,0.0608244) ,
19295 -1, 0, 1, -99, 0.214286,-0.117547) ,
19296 1, 1.29398, 1, 0, 0.566667,2.90448
e-07) ,
19301 -1, 0, 1, -99, 0.25,0.118051) ,
19305 -1, 0, 1, -99, 0.153846,-0.0574787) ,
19306 2, -0.311956, 1, 0, 0.190476,7.13086
e-06) ,
19307 1, 1.44301, 1, 0, 0.495495,1.58458
e-06) );
19309 fBoostWeights.push_back(1);
19316 -1, 0, 1, -99, 0.333333,-0.146911) ,
19320 -1, 0, 1, -99, 0.5,0.123491) ,
19321 0, -0.685455, 1, 0, 0.467742,3.9767
e-07) ,
19326 -1, 0, 1, -99, 0.285714,-0.140704) ,
19330 -1, 0, 1, -99, 0.590909,0.083937) ,
19331 0, 1.20292, 1, 0, 0.472222,-9.80221
e-07) ,
19332 0, 0.890358, 1, 0, 0.469388,-1.08494
e-07) );
19334 fBoostWeights.push_back(1);
19341 -1, 0, 1, -99, 1,0.150002) ,
19345 -1, 0, 1, -99, 0.473118,-0.0156526) ,
19346 0, -1.021, 1, 0, 0.50505,3.04761
e-08) ,
19350 -1, 0, 1, -99, 1,0.150001) ,
19351 1, 1.63357, 1, 0, 0.537736,2.07833
e-07) );
19353 fBoostWeights.push_back(1);
19360 -1, 0, 1, -99, 0.541176,-0.0433154) ,
19364 -1, 0, 1, -99, 0,-0.150001) ,
19365 1, 1.38645, 1, 0, 0.46,-6.21625
e-07) ,
19369 -1, 0, 1, -99, 1,0.150001) ,
19370 1, 1.63357, 1, 0, 0.5,-2.98421
e-07) );
19372 fBoostWeights.push_back(1);
19378 -1, 0, 1, -99, 0.545455,-0.103371) ,
19383 -1, 0, 1, -99, 0.6875,0.105395) ,
19387 -1, 0, 1, -99, 0.15625,-0.101858) ,
19388 1, 1.29471, 1, 0, 0.510417,3.47848
e-07) ,
19389 1, -0.692726, 1, 0, 0.514019,1.53102
e-07) );
19391 fBoostWeights.push_back(1);
19397 -1, 0, 1, -99, 1,0.150002) ,
19402 -1, 0, 1, -99, 0.375,-0.0907078) ,
19406 -1, 0, 1, -99, 0.494118,0.0614884) ,
19407 1, -0.780205, 1, 0, 0.483871,2.09005
e-07) ,
19408 0, -0.963847, 1, 0, 0.510204,4.09331
e-07) );
19410 fBoostWeights.push_back(1);
19417 -1, 0, 1, -99, 0.55,0.143977) ,
19421 -1, 0, 1, -99, 0.464286,-0.0958771) ,
19422 3, 1.01541, 1, 0, 0.514706,-1.86944
e-07) ,
19427 -1, 0, 1, -99, 1,0.150001) ,
19431 -1, 0, 1, -99, 0.857143,-0.0065317) ,
19432 2, 1.31895, 1, 0, 0.894737,1.90481
e-06) ,
19433 2, 1.06696, 1, 0, 0.597701,2.69875
e-07) );
19435 fBoostWeights.push_back(1);
19442 -1, 0, 1, -99, 0.535714,0.0333815) ,
19446 -1, 0, 1, -99, 0.576923,-0.0951427) ,
19447 3, 1.13282, 1, 0, 0.548781,-2.26286
e-07) ,
19451 -1, 0, 1, -99, 1,0.150001) ,
19452 1, 1.63357, 1, 0, 0.58427,-1.13336
e-07) );
19454 fBoostWeights.push_back(1);
19461 -1, 0, 1, -99, 1,0.150001) ,
19465 -1, 0, 1, -99, 0.5,-0.00521699) ,
19466 0, -1.21192, 1, 0, 0.547945,2.12391
e-07) ,
19471 -1, 0, 1, -99, 1,0.150001) ,
19475 -1, 0, 1, -99, 0.695652,0.0361553) ,
19476 2, 1.15169, 1, 0, 0.758621,1.60564
e-06) ,
19477 2, 0.972412, 1, 0, 0.607843,6.08511
e-07) );
19479 fBoostWeights.push_back(1);
19486 -1, 0, 1, -99, 0.77551,0.118961) ,
19490 -1, 0, 1, -99, 0.307692,-0.14531) ,
19491 0, 1.25276, 1, 0, 0.677419,-7.65128
e-08) ,
19496 -1, 0, 1, -99, 0.0769231,0.10671) ,
19500 -1, 0, 1, -99, 0.4,-0.130359) ,
19501 3, 0.643241, 1, 0, 0.25,-1.11545
e-06) ,
19502 1, 1.26141, 1, 0, 0.544444,-3.99739
e-07) );
19504 fBoostWeights.push_back(1);
19511 -1, 0, 1, -99, 0.442308,0.0674182) ,
19515 -1, 0, 1, -99, 0.357143,-0.148759) ,
19516 2, 0.450725, 1, 0, 0.424242,-8.24891
e-08) ,
19521 -1, 0, 1, -99, 0.833333,0.146461) ,
19525 -1, 0, 1, -99, 0.785714,-0.0327092) ,
19526 0, 1.08586, 1, 0, 0.8125,1.19429
e-06) ,
19527 3, 1.06589, 1, 0, 0.55102,3.34418
e-07) );
19529 fBoostWeights.push_back(1);
19536 -1, 0, 1, -99, 0.380952,-0.0646643) ,
19540 -1, 0, 1, -99, 0,-0.150001) ,
19541 3, 1.04524, 1, 0, 0.285714,-1.54626
e-06) ,
19546 -1, 0, 1, -99, 0.442308,0.0887686) ,
19550 -1, 0, 1, -99, 0.461538,-0.114717) ,
19551 2, 1.39942, 1, 0, 0.446154,6.58267
e-09) ,
19552 0, -0.279214, 1, 0, 0.397849,-4.6094
e-07) );
19554 fBoostWeights.push_back(1);
19561 -1, 0, 1, -99, 0.571429,-0.0592335) ,
19565 -1, 0, 1, -99, 1,0.150025) ,
19566 0, -0.652515, 1, 0, 0.666667,9.20643
e-06) ,
19571 -1, 0, 1, -99, 0.395349,-0.105495) ,
19575 -1, 0, 1, -99, 0.578947,0.0881248) ,
19576 3, 1.31149, 1, 0, 0.451613,-2.81456
e-07) ,
19577 0, -0.365111, 1, 0, 0.5,1.85332
e-06) );
19579 fBoostWeights.push_back(1);
19586 -1, 0, 1, -99, 0.466667,0.0157541) ,
19590 -1, 0, 1, -99, 0.0833333,-0.131999) ,
19591 1, 1.42245, 1, 0, 0.413793,-1.48903
e-07) ,
19596 -1, 0, 1, -99, 0.2,-0.150001) ,
19600 -1, 0, 1, -99, 0.75,0.133656) ,
19601 1, 1.53592, 1, 0, 0.538462,-1.10636
e-06) ,
19602 2, 1.56497, 1, 0, 0.43,-2.73373
e-07) );
19604 fBoostWeights.push_back(1);
19611 -1, 0, 1, -99, 0.506849,-0.037783) ,
19615 -1, 0, 1, -99, 0.571429,-0.117215) ,
19616 2, 1.11855, 1, 0, 0.517241,-5.16308
e-07) ,
19621 -1, 0, 1, -99, 1,0.150001) ,
19625 -1, 0, 1, -99, 1,0.15) ,
19626 0, 0.32944, 1, 0, 1,1.48475
e-06) ,
19627 1, 1.67249, 1, 0, 0.56701,-3.10013
e-07) );
19629 fBoostWeights.push_back(1);
19636 -1, 0, 1, -99, 0.517857,0.113882) ,
19640 -1, 0, 1, -99, 0,-0.150001) ,
19641 1, 1.42245, 1, 0, 0.453125,1.08176
e-07) ,
19646 -1, 0, 1, -99, 0.34375,-0.0991436) ,
19650 -1, 0, 1, -99, 0.764706,0.0733286) ,
19651 2, 1.41768, 1, 0, 0.489796,-6.22639
e-07) ,
19652 3, 0.779242, 1, 0, 0.469027,-2.08726
e-07) );
19654 fBoostWeights.push_back(1);
19661 -1, 0, 1, -99, 0,-0.150001) ,
19665 -1, 0, 1, -99, 0.602941,0.0349769) ,
19666 3, -0.47569, 1, 0, 0.525641,3.99596
e-08) ,
19671 -1, 0, 1, -99, 0.2,0.145404) ,
19675 -1, 0, 1, -99, 0.545455,-0.0197099) ,
19676 1, 1.54329, 1, 0, 0.4375,1.29204
e-05) ,
19677 1, 1.45575, 1, 0, 0.510638,2.23238
e-06) );
19679 fBoostWeights.push_back(1);
19686 -1, 0, 1, -99, 0.714286,0.0801079) ,
19690 -1, 0, 1, -99, 0.105263,-0.130206) ,
19691 1, 1.22479, 1, 0, 0.56,-1.05308
e-07) ,
19696 -1, 0, 1, -99, 0.4,0.15002) ,
19700 -1, 0, 1, -99, 0.461538,0.0323694) ,
19701 0, -0.0325518, 1, 0, 0.444444,8.91798
e-06) ,
19702 1, 1.49406, 1, 0, 0.537634,1.64113
e-06) );
19704 fBoostWeights.push_back(1);
19711 -1, 0, 1, -99, 0.571429,-0.0414782) ,
19715 -1, 0, 1, -99, 0.3,0.147133) ,
19716 1, 1.32888, 1, 0, 0.506024,1.24987
e-07) ,
19721 -1, 0, 1, -99, 0.285714,0.129707) ,
19725 -1, 0, 1, -99, 0.538462,-0.130155) ,
19726 2, -0.241588, 1, 0, 0.45,1.05038
e-05) ,
19727 1, 1.45918, 1, 0, 0.495146,2.1403
e-06) );
19729 fBoostWeights.push_back(1);
19736 -1, 0, 1, -99, 0.24,0.0924984) ,
19740 -1, 0, 1, -99, 0.5,0.149352) ,
19741 2, -0.604178, 1, 0, 0.290323,2.96665
e-06) ,
19746 -1, 0, 1, -99, 0.818182,0.0423069) ,
19750 -1, 0, 1, -99, 0.228571,-0.127433) ,
19751 1, 1.14651, 1, 0, 0.556962,-5.18483
e-07) ,
19752 2, -0.308792, 1, 0, 0.481818,4.63691
e-07) );
19754 fBoostWeights.push_back(1);
19761 -1, 0, 1, -99, 0.5,0.0141431) ,
19765 -1, 0, 1, -99, 0.555556,-0.138417) ,
19766 3, 1.18959, 1, 0, 0.512195,-6.27876
e-07) ,
19771 -1, 0, 1, -99, 0.107143,-0.0308012) ,
19775 -1, 0, 1, -99, 0.714286,0.141203) ,
19776 3, 1.17411, 1, 0, 0.367347,7.77758
e-07) ,
19777 1, 1.04247, 1, 0, 0.433333,1.37414
e-07) );
19779 fBoostWeights.push_back(1);
19786 -1, 0, 1, -99, 1,0.15) ,
19790 -1, 0, 1, -99, 0.0666667,-0.111218) ,
19791 1, 0.883917, 1, 0, 0.533333,-9.82644
e-07) ,
19796 -1, 0, 1, -99, 0.392857,-0.0831665) ,
19800 -1, 0, 1, -99, 0.882353,0.14511) ,
19801 2, 1.2499, 1, 0, 0.506849,-3.27214
e-08) ,
19802 0, -0.259134, 1, 0, 0.514563,-3.09398
e-07) );
19804 fBoostWeights.push_back(1);
19811 -1, 0, 1, -99, 0.59375,-0.0543316) ,
19815 -1, 0, 1, -99, 0.333333,-0.148115) ,
19816 3, 1.08845, 1, 0, 0.522727,-4.06782
e-07) ,
19821 -1, 0, 1, -99, 0.538462,-0.146739) ,
19825 -1, 0, 1, -99, 0.818182,0.0687608) ,
19826 0, 0.248768, 1, 0, 0.714286,2.2026
e-07) ,
19827 2, 0.716171, 1, 0, 0.607595,-1.28979
e-07) );
19829 fBoostWeights.push_back(1);
19836 -1, 0, 1, -99, 0.514706,-0.0896595) ,
19840 -1, 0, 1, -99, 0.6,0.146952) ,
19841 3, 1.82052, 1, 0, 0.520548,-1.9948
e-08) ,
19846 -1, 0, 1, -99, 0.111111,-0.148857) ,
19850 -1, 0, 1, -99, 0.583333,-0.0475413) ,
19851 0, 1.24172, 1, 0, 0.380952,-1.48832
e-06) ,
19852 2, 0.896929, 1, 0, 0.489362,-3.47988
e-07) );
19854 fBoostWeights.push_back(1);
19861 -1, 0, 1, -99, 0.742857,0.00584896) ,
19865 -1, 0, 1, -99, 0.142857,0.118352) ,
19866 1, 0.945759, 1, 0, 0.517857,4.21983
e-07) ,
19871 -1, 0, 1, -99, 0,-0.150001) ,
19875 -1, 0, 1, -99, 0.571429,0.00608517) ,
19876 0, 0.0715015, 1, 0, 0.470588,-5.51375
e-07) ,
19877 3, 1.05107, 1, 0, 0.5,5.42697
e-08) );
19879 fBoostWeights.push_back(1);
19886 -1, 0, 1, -99, 0.133333,-0.150001) ,
19890 -1, 0, 1, -99, 0.586207,-0.0215302) ,
19891 2, -0.936147, 1, 0, 0.493151,-1.97208
e-07) ,
19896 -1, 0, 1, -99, 0.8,0.125626) ,
19900 -1, 0, 1, -99, 0.6,0.00238918) ,
19901 2, 1.28083, 1, 0, 0.657143,1.50718
e-06) ,
19902 2, 0.961329, 1, 0, 0.546296,3.55141
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19904 fBoostWeights.push_back(1);
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23751 -1, 0, 1, -99, 0.142857,0.140908) ,
23755 -1, 0, 1, -99, 0.5625,0.0640336) ,
23756 2, 0.0863963, 1, 0, 0.434783,6.54851
e-07) ,
23757 1, 1.42275, 1, 0, 0.533333,1.39731
e-07) );
23759 fBoostWeights.push_back(1);
23766 -1, 0, 1, -99, 0.545455,0.0577045) ,
23770 -1, 0, 1, -99, 0.7,-0.0494657) ,
23771 3, 1.72248, 1, 0, 0.57732,1.01054
e-08) ,
23776 -1, 0, 1, -99, 0.166667,0.136256) ,
23780 -1, 0, 1, -99, 0.411765,0.0648083) ,
23781 0, -0.289953, 1, 0, 0.347826,4.79627
e-07) ,
23782 1, 1.45074, 1, 0, 0.533333,1.00097
e-07) );
23784 fBoostWeights.push_back(1);
23791 -1, 0, 1, -99, 1,0.15) ,
23795 -1, 0, 1, -99, 0.485714,-0.0118297) ,
23796 0, -0.963847, 1, 0, 0.52,8.808
e-09) ,
23801 -1, 0, 1, -99, 0.2,0.136533) ,
23805 -1, 0, 1, -99, 0.3125,-0.0013653) ,
23806 2, -0.164262, 1, 0, 0.285714,3.90769
e-07) ,
23807 1, 1.37936, 1, 0, 0.46875,9.23621
e-08) );
23809 fBoostWeights.push_back(1);
23816 -1, 0, 1, -99, 0.701754,0.116392) ,
23820 -1, 0, 1, -99, 0.352941,-0.085525) ,
23821 0, 1.11542, 1, 0, 0.621622,4.94361
e-08) ,
23826 -1, 0, 1, -99, 0.125,-0.145011) ,
23830 -1, 0, 1, -99, 0.28,-0.0302707) ,
23831 1, 1.36533, 1, 0, 0.242424,-1.09249
e-07) ,
23832 1, 1.31484, 1, 0, 0.504673,4.95952
e-10) );
23834 fBoostWeights.push_back(1);
23841 -1, 0, 1, -99, 0.410256,0.146267) ,
23845 -1, 0, 1, -99, 0.2,-0.130824) ,
23846 3, 1.26928, 1, 0, 0.367347,-6.66272
e-09) ,
23851 -1, 0, 1, -99, 0.28,-0.117803) ,
23855 -1, 0, 1, -99, 0.857143,0.15) ,
23856 1, 1.56531, 1, 0, 0.40625,-1.25393
e-07) ,
23857 2, 0.85693, 1, 0, 0.382716,-5.35684
e-08) );
23859 fBoostWeights.push_back(1);
23866 -1, 0, 1, -99, 0.5625,0.0943064) ,
23870 -1, 0, 1, -99, 0.586207,-0.0966167) ,
23871 3, 1.04155, 1, 0, 0.571429,-4.51125
e-09) ,
23876 -1, 0, 1, -99, 0.6,0.150001) ,
23880 -1, 0, 1, -99, 0.285714,-0.144968) ,
23881 0, -0.331669, 1, 0, 0.368421,1.39753
e-06) ,
23882 1, 1.41536, 1, 0, 0.53125,2.72976
e-07) );
23884 fBoostWeights.push_back(1);
23891 -1, 0, 1, -99, 0.53125,-0.0473616) ,
23895 -1, 0, 1, -99, 0.785714,0.14694) ,
23896 2, 1.18615, 1, 0, 0.576923,1.99754
e-08) ,
23901 -1, 0, 1, -99, 0,-0.15) ,
23905 -1, 0, 1, -99, 0.5,-0.0237107) ,
23906 1, 1.5736, 1, 0, 0.235294,-1.41751
e-07) ,
23907 1, 1.41536, 1, 0, 0.515789,-8.96503
e-09) );
23909 fBoostWeights.push_back(1);
23916 -1, 0, 1, -99, 1,0.15) ,
23920 -1, 0, 1, -99, 0.461538,-0.0699487) ,
23921 0, -1.45355, 1, 0, 0.513889,-8.69623
e-09) ,
23926 -1, 0, 1, -99, 0.166667,-0.134286) ,
23930 -1, 0, 1, -99, 0.470588,-0.0406223) ,
23931 0, 0.193322, 1, 0, 0.344828,-9.47688
e-08) ,
23932 2, 0.878093, 1, 0, 0.465347,-3.34101
e-08) );
23934 fBoostWeights.push_back(1);
23941 -1, 0, 1, -99, 0.409091,-0.14494) ,
23945 -1, 0, 1, -99, 0.6,0.146741) ,
23946 0, -0.501885, 1, 0, 0.444444,7.42815
e-07) ,
23951 -1, 0, 1, -99, 0.470588,-0.0160963) ,
23955 -1, 0, 1, -99, 1,0.15) ,
23956 1, 1.70313, 1, 0, 0.506849,3.55583
e-09) ,
23957 0, -0.361791, 1, 0, 0.49,2.03156
e-07) );
23959 fBoostWeights.push_back(1);
23966 -1, 0, 1, -99, 0.73913,0.106775) ,
23970 -1, 0, 1, -99, 0.666667,0.149928) ,
23971 3, 0.670103, 1, 0, 0.724138,2.83109
e-07) ,
23976 -1, 0, 1, -99, 0.407407,-0.131188) ,
23980 -1, 0, 1, -99, 0.516667,0.0628013) ,
23981 0, 0.196869, 1, 0, 0.482759,1.47436
e-08) ,
23982 0, -0.380544, 1, 0, 0.543103,8.1835
e-08) );
23984 fBoostWeights.push_back(1);
23991 -1, 0, 1, -99, 0.6,-0.0602221) ,
23995 -1, 0, 1, -99, 0.0384615,-0.127944) ,
23996 1, 1.19657, 1, 0, 0.360656,-5.60842
e-08) ,
24001 -1, 0, 1, -99, 0.285714,0.142484) ,
24005 -1, 0, 1, -99, 0.666667,0.107522) ,
24006 0, -0.270857, 1, 0, 0.6,3.52515
e-07) ,
24007 3, 1.06589, 1, 0, 0.455446,1.05737
e-07) );
24009 fBoostWeights.push_back(1);
24016 -1, 0, 1, -99, 0.56338,0.0466482) ,
24020 -1, 0, 1, -99, 0.4,-0.0586441) ,
24021 2, 1.01678, 1, 0, 0.534884,-2.30092
e-09) ,
24026 -1, 0, 1, -99, 0,-0.15) ,
24030 -1, 0, 1, -99, 0.272727,-0.148027) ,
24031 1, 1.54848, 1, 0, 0.136364,-1.56466
e-07) ,
24032 1, 1.44281, 1, 0, 0.453704,-3.37049
e-08) );
24034 fBoostWeights.push_back(1);
24041 -1, 0, 1, -99, 0.961538,0.141999) ,
24045 -1, 0, 1, -99, 0.296296,-0.0825799) ,
24046 1, 0.746922, 1, 0, 0.5125,-2.62688
e-08) ,
24051 -1, 0, 1, -99, 0.8,0.140732) ,
24055 -1, 0, 1, -99, 0.4,-0.0860002) ,
24056 0, 1.36348, 1, 0, 0.56,9.00198
e-08) ,
24057 0, 1.02829, 1, 0, 0.52381,1.41899
e-09) );
24059 fBoostWeights.push_back(1);
24066 -1, 0, 1, -99, 0.542857,-0.0186001) ,
24070 -1, 0, 1, -99, 0.333333,0.118032) ,
24071 0, 0.837517, 1, 0, 0.518987,4.19379
e-09) ,
24076 -1, 0, 1, -99, 0,-0.15) ,
24080 -1, 0, 1, -99, 1,0.15) ,
24081 3, 1.76404, 1, 0, 0.5,-6.63056
e-08) ,
24082 0, 1.11845, 1, 0, 0.514852,-1.11625
e-08) );
24084 fBoostWeights.push_back(1);
24091 -1, 0, 1, -99, 0.366667,0.0474959) ,
24095 -1, 0, 1, -99, 0.363636,-0.133407) ,
24096 2, -0.309127, 1, 0, 0.365385,-1.57215
e-08) ,
24101 -1, 0, 1, -99, 0.692308,0.0980873) ,
24105 -1, 0, 1, -99, 0.709677,0.049534) ,
24106 0, 0.00788206, 1, 0, 0.704545,5.08279
e-08) ,
24107 2, 0.338625, 1, 0, 0.520833,1.47803
e-08) );
24109 fBoostWeights.push_back(1);
24116 -1, 0, 1, -99, 0.310345,-0.0327741) ,
24120 -1, 0, 1, -99, 0.5,-0.116323) ,
24121 2, 0.474061, 1, 0, 0.39,-4.15056
e-08) ,
24126 -1, 0, 1, -99, 1,0.15) ,
24130 -1, 0, 1, -99, 1,0.15) ,
24131 0, 0.872389, 1, 0, 1,4.2454
e-08) ,
24132 1, 1.63357, 1, 0, 0.455357,-3.25099
e-08) );
24134 fBoostWeights.push_back(1);
24141 -1, 0, 1, -99, 0.685714,-0.0600271) ,
24145 -1, 0, 1, -99, 0.0333333,-0.148399) ,
24146 1, 0.912145, 1, 0, 0.384615,-2.43871
e-08) ,
24151 -1, 0, 1, -99, 0.571429,0.128483) ,
24155 -1, 0, 1, -99, 0.545455,-0.141828) ,
24156 2, 1.55005, 1, 0, 0.56,2.34125
e-08) ,
24157 2, 1.05313, 1, 0, 0.433333,-1.11095
e-08) );
24159 fBoostWeights.push_back(1);
24166 -1, 0, 1, -99, 0.616667,0.06604) ,
24170 -1, 0, 1, -99, 0.157895,-0.075922) ,
24171 1, 1.19461, 1, 0, 0.506329,7.42521
e-10) ,
24176 -1, 0, 1, -99, 0.333333,0.14848) ,
24180 -1, 0, 1, -99, 0.461538,-0.0304526) ,
24181 0, -0.34645, 1, 0, 0.421053,9.71738
e-07) ,
24182 1, 1.46695, 1, 0, 0.489796,1.88997
e-07) );
24184 fBoostWeights.push_back(1);
24191 -1, 0, 1, -99, 0.6,-0.116489) ,
24195 -1, 0, 1, -99, 0.5,0.0106757) ,
24196 1, -0.495, 1, 0, 0.506667,-3.48514
e-09) ,
24201 -1, 0, 1, -99, 0.2,0.130553) ,
24205 -1, 0, 1, -99, 0.6875,-0.0231297) ,
24206 2, -0.264039, 1, 0, 0.571429,2.98881
e-07) ,
24207 1, 1.44417, 1, 0, 0.520833,6.26575
e-08) );
24209 fBoostWeights.push_back(1);
24216 -1, 0, 1, -99, 0.43662,0.000913725) ,
24220 -1, 0, 1, -99, 0.5,-0.116612) ,
24221 2, 0.924797, 1, 0, 0.450549,-1.95991
e-08) ,
24225 -1, 0, 1, -99, 1,0.15) ,
24226 1, 1.6333, 1, 0, 0.484536,-1.11424
e-08) );
24228 fBoostWeights.push_back(1);
24235 -1, 0, 1, -99, 0.445783,-0.0955132) ,
24239 -1, 0, 1, -99, 0.764706,0.0789827) ,
24240 2, 1.08672, 1, 0, 0.5,9.22312
e-10) ,
24245 -1, 0, 1, -99, 0.285714,0.12735) ,
24249 -1, 0, 1, -99, 0.2,-0.083658) ,
24250 0, -0.108127, 1, 0, 0.235294,2.63375
e-07) ,
24251 1, 1.47307, 1, 0, 0.461538,3.90564
e-08) );
24253 fBoostWeights.push_back(1);
24259 -1, 0, 1, -99, 1,0.15) ,
24264 -1, 0, 1, -99, 0.458333,-0.135822) ,
24268 -1, 0, 1, -99, 0.428571,-0.0352542) ,
24269 0, -0.241931, 1, 0, 0.435644,-1.95945
e-08) ,
24270 0, -1.33885, 1, 0, 0.46729,-8.62686
e-09) );
24272 fBoostWeights.push_back(1);
24279 -1, 0, 1, -99, 0.75,0.130938) ,
24283 -1, 0, 1, -99, 0.424658,-0.00376794) ,
24284 1, -0.678122, 1, 0, 0.45679,2.37745
e-09) ,
24289 -1, 0, 1, -99, 0.888889,0.149781) ,
24293 -1, 0, 1, -99, 0.5,-0.134172) ,
24294 2, 1.5175, 1, 0, 0.652174,5.36222
e-08) ,
24295 2, 1.23422, 1, 0, 0.5,1.37104
e-08) );
24297 fBoostWeights.push_back(1);
24304 -1, 0, 1, -99, 0.809524,-0.0539192) ,
24308 -1, 0, 1, -99, 0.191489,0.102662) ,
24309 1, 1.08145, 1, 0, 0.483146,2.11874
e-08) ,
24314 -1, 0, 1, -99, 0.666667,0.119558) ,
24318 -1, 0, 1, -99, 0.8,0.15) ,
24319 1, 1.3868, 1, 0, 0.727273,1.9317
e-07) ,
24320 2, 1.56497, 1, 0, 0.51,4.01055
e-08) );
24322 fBoostWeights.push_back(1);
24329 -1, 0, 1, -99, 0.368421,0.110798) ,
24333 -1, 0, 1, -99, 0.25,0.140363) ,
24334 1, 1.48771, 1, 0, 0.360656,9.39659
e-08) ,
24339 -1, 0, 1, -99, 0,-0.15) ,
24343 -1, 0, 1, -99, 0.538462,-0.130727) ,
24344 2, 1.35131, 1, 0, 0.411765,-1.17327
e-07) ,
24345 2, 1.11855, 1, 0, 0.371795,4.79149
e-08) );
24347 fBoostWeights.push_back(1);
24354 -1, 0, 1, -99, 0.513889,-0.083892) ,
24358 -1, 0, 1, -99, 0.333333,0.10487) ,
24359 1, 1.35279, 1, 0, 0.477778,-5.64818
e-10) ,
24364 -1, 0, 1, -99, 0.666667,0.149992) ,
24368 -1, 0, 1, -99, 0.833333,0.147691) ,
24369 0, 0.224849, 1, 0, 0.75,3.2605
e-07) ,
24370 1, 1.48683, 1, 0, 0.509804,3.78605
e-08) );
24375 inline void ReadBDTG::Clear()
24377 for (
unsigned int itree=0; itree<fForest.size(); itree++) {
24378 delete fForest[itree];
24381 inline double ReadBDTG::GetMvaValue(
const std::vector<double>& inputValues )
const 24387 if (!IsStatusClean()) {
24388 std::cout <<
"Problem in class \"" << fClassName <<
"\": cannot return classifier response" 24389 <<
" because status is dirty" << std::endl;
24393 if (IsNormalised()) {
24395 std::vector<double> iV;
24396 iV.reserve(inputValues.size());
24398 for (std::vector<double>::const_iterator varIt = inputValues.begin();
24399 varIt != inputValues.end(); varIt++, ivar++) {
24400 iV.push_back(NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ));
24402 retval = GetMvaValue__( iV );
24405 retval = GetMvaValue__( inputValues );
Type GetType(const std::string &Name)
void Initialize(Bool_t useTMVAStyle=kTRUE)
you should not use this method at all Int_t Int_t Double_t Double_t Double_t e