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, 0.282143,-0.130714) ,
319 -1, 0, 1, -99, 0.0860656,-0.248361) ,
320 0, -0.57656, 1, 0, 0.19084,-0.30916) ,
325 -1, 0, 1, -99, 0.552632,0.0315789) ,
329 -1, 0, 1, -99, 0.838137,0.202882) ,
330 3, 0.600999, 1, 0, 0.732218,0.232218) ,
331 3, -0.139172, 1, 0, 0.503626,0.00362611) );
333 fBoostWeights.push_back(1);
340 -1, 0, 1, -99, 0.0720339,-0.215195) ,
344 -1, 0, 1, -99, 0.393214,-0.0399328) ,
345 3, -0.961101, 1, 0, 0.290366,-0.155931) ,
350 -1, 0, 1, -99, 0.769231,0.106122) ,
354 -1, 0, 1, -99, 0.941489,0.213399) ,
355 3, 1.55393, 1, 0, 0.843678,0.243994) ,
356 3, 0.59591, 1, 0, 0.495734,-0.00749463) );
358 fBoostWeights.push_back(1);
365 -1, 0, 1, -99, 0.339943,-0.0201126) ,
369 -1, 0, 1, -99, 0.127572,-0.161307) ,
370 0, -0.38873, 1, 0, 0.253356,-0.118988) ,
375 -1, 0, 1, -99, 0.88664,0.1921) ,
379 -1, 0, 1, -99, 0.674095,0.0175396) ,
380 0, 0.330058, 1, 0, 0.760726,0.139132) ,
381 3, 0.108015, 1, 0, 0.509151,0.0111456) );
383 fBoostWeights.push_back(1);
390 -1, 0, 1, -99, 0.065,-0.171938) ,
394 -1, 0, 1, -99, 0.244275,-0.0568218) ,
395 3, -1.12544, 1, 0, 0.166667,-0.151491) ,
400 -1, 0, 1, -99, 0.903448,0.206812) ,
404 -1, 0, 1, -99, 0.65,0.0132416) ,
405 0, -0.258102, 1, 0, 0.699329,0.0769504) ,
406 3, -0.241702, 1, 0, 0.495443,-0.0104895) );
408 fBoostWeights.push_back(1);
415 -1, 0, 1, -99, 0.363359,-0.0179793) ,
419 -1, 0, 1, -99, 0.109677,-0.222256) ,
420 0, 0.418705, 1, 0, 0.314815,-0.0849823) ,
425 -1, 0, 1, -99, 0.913462,0.15921) ,
429 -1, 0, 1, -99, 0.795652,0.0637762) ,
430 1, 0.456514, 1, 0, 0.832335,0.131067) ,
431 3, 0.802707, 1, 0, 0.465909,-0.021905) );
433 fBoostWeights.push_back(1);
440 -1, 0, 1, -99, 0.401496,-0.0102711) ,
444 -1, 0, 1, -99, 0.294479,-0.158731) ,
445 0, 0.655992, 1, 0, 0.38342,-0.049572) ,
450 -1, 0, 1, -99, 1,0.20334) ,
454 -1, 0, 1, -99, 0.836601,0.0776901) ,
455 0, 0.990738, 1, 0, 0.903846,0.164103) ,
456 3, 1.28501, 1, 0, 0.493878,-0.0042206) );
458 fBoostWeights.push_back(1);
465 -1, 0, 1, -99, 0.315385,0.0379106) ,
469 -1, 0, 1, -99, 0.121019,-0.109936) ,
470 0, -1.24426, 1, 0, 0.177928,-0.0831974) ,
475 -1, 0, 1, -99, 0.833333,0.14126) ,
479 -1, 0, 1, -99, 0.637736,-0.00178519) ,
480 0, -0.0211017, 1, 0, 0.693243,0.0530508) ,
481 3, -0.302435, 1, 0, 0.5,0.00195772) );
483 fBoostWeights.push_back(1);
490 -1, 0, 1, -99, 0.290792,-0.00958704) ,
494 -1, 0, 1, -99, 0.0958904,-0.230731) ,
495 1, 0.472223, 1, 0, 0.270231,-0.0463791) ,
500 -1, 0, 1, -99, 0.834135,0.0979317) ,
504 -1, 0, 1, -99, 0.564706,-0.1306) ,
505 0, 1.52148, 1, 0, 0.788423,0.0739808) ,
506 3, 0.414913, 1, 0, 0.487846,0.00416601) );
508 fBoostWeights.push_back(1);
515 -1, 0, 1, -99, 0.0666667,-0.138762) ,
519 -1, 0, 1, -99, 0.550823,0.0453316) ,
520 3, -1.54463, 1, 0, 0.506151,0.0357086) ,
524 -1, 0, 1, -99, 0.609195,-0.154464) ,
525 1, 1.63557, 1, 0, 0.513469,0.0209719) );
527 fBoostWeights.push_back(1);
534 -1, 0, 1, -99, 0.164179,-0.0436961) ,
538 -1, 0, 1, -99, 0.0402685,-0.14363) ,
539 0, -1.50555, 1, 0, 0.0787037,-0.110937) ,
544 -1, 0, 1, -99, 0.788991,0.224078) ,
548 -1, 0, 1, -99, 0.588305,0.00207076) ,
549 0, -0.852587, 1, 0, 0.611404,0.0397797) ,
550 3, -1.04982, 1, 0, 0.512468,0.0117877) );
552 fBoostWeights.push_back(1);
559 -1, 0, 1, -99, 0.19403,-0.00408588) ,
563 -1, 0, 1, -99, 0.734266,0.162112) ,
564 3, -0.380463, 1, 0, 0.381995,0.0748349) ,
569 -1, 0, 1, -99, 0.263708,-0.0906353) ,
573 -1, 0, 1, -99, 0.811927,0.0398279) ,
574 3, 0.46184, 1, 0, 0.555556,-0.033309) ,
575 1, -0.512249, 1, 0, 0.497561,0.00282687) );
577 fBoostWeights.push_back(1);
584 -1, 0, 1, -99, 0.459242,0.00947089) ,
588 -1, 0, 1, -99, 0.41573,-0.14092) ,
589 0, 0.744654, 1, 0, 0.451859,-0.019951) ,
593 -1, 0, 1, -99, 0.907407,0.11216) ,
594 3, 1.85233, 1, 0, 0.494382,-0.00653284) );
596 fBoostWeights.push_back(1);
603 -1, 0, 1, -99, 0.0930233,-0.0738569) ,
607 -1, 0, 1, -99, 0.585739,0.0625151) ,
608 3, -1.29262, 1, 0, 0.474376,0.043441) ,
613 -1, 0, 1, -99, 0.345455,-0.10929) ,
617 -1, 0, 1, -99, 0.853107,0.0530622) ,
618 3, 1.49763, 1, 0, 0.544248,-0.0650426) ,
619 0, 0.306512, 1, 0, 0.500412,0.00301679) );
621 fBoostWeights.push_back(1);
628 -1, 0, 1, -99, 0.438247,0.0833271) ,
632 -1, 0, 1, -99, 0.50933,-0.0146728) ,
633 0, -0.815806, 1, 0, 0.493976,0.00767052) ,
637 -1, 0, 1, -99, 0.954545,0.147089) ,
638 3, 2.21553, 1, 0, 0.5264,0.0180698) );
640 fBoostWeights.push_back(1);
647 -1, 0, 1, -99, 0.00943396,-0.170786) ,
651 -1, 0, 1, -99, 0.559406,0.0246624) ,
652 3, -1.57733, 1, 0, 0.507168,0.0114962) ,
656 -1, 0, 1, -99, 0.602564,-0.175366) ,
657 1, 1.80313, 1, 0, 0.5134,-0.00118017) );
659 fBoostWeights.push_back(1);
666 -1, 0, 1, -99, 0.21374,0.0674239) ,
670 -1, 0, 1, -99, 0.116883,-0.109755) ,
671 1, -1.24125, 1, 0, 0.145786,-0.0688164) ,
676 -1, 0, 1, -99, 0.849162,0.123416) ,
680 -1, 0, 1, -99, 0.627119,-0.0043178) ,
681 0, -0.280403, 1, 0, 0.678804,0.03017) ,
682 3, -0.404696, 1, 0, 0.485099,-0.00580272) );
684 fBoostWeights.push_back(1);
691 -1, 0, 1, -99, 0.0753769,-0.0789367) ,
695 -1, 0, 1, -99, 0.550336,0.0511796) ,
696 3, -1.01241, 1, 0, 0.404025,0.0250628) ,
701 -1, 0, 1, -99, 0.207143,-0.155148) ,
705 -1, 0, 1, -99, 0.760925,-0.00396277) ,
706 3, 0.325647, 1, 0, 0.614367,-0.0581299) ,
707 1, 0.094815, 1, 0, 0.498723,-0.0123916) );
709 fBoostWeights.push_back(1);
716 -1, 0, 1, -99, 0.166667,0.0433216) ,
720 -1, 0, 1, -99, 0.84375,0.209959) ,
721 3, -1.19396, 1, 0, 0.459459,0.146545) ,
726 -1, 0, 1, -99, 0.37201,-0.0481874) ,
730 -1, 0, 1, -99, 0.894737,0.0734448) ,
731 3, 1.27262, 1, 0, 0.498185,-0.0247331) ,
732 0, -1.16507, 1, 0, 0.4936,-0.00445371) );
734 fBoostWeights.push_back(1);
741 -1, 0, 1, -99, 0.411215,0.0679147) ,
745 -1, 0, 1, -99, 0.410256,-0.0657784) ,
746 0, 0.797302, 1, 0, 0.411093,0.0522746) ,
751 -1, 0, 1, -99, 0.322344,-0.0949556) ,
755 -1, 0, 1, -99, 0.806962,0.00505545) ,
756 3, 0.801625, 1, 0, 0.582343,-0.0458694) ,
757 1, 0.016122, 1, 0, 0.495008,0.0041824) );
759 fBoostWeights.push_back(1);
766 -1, 0, 1, -99, 0.170799,-0.0268041) ,
770 -1, 0, 1, -99, 0.672897,0.0703004) ,
771 3, -0.585712, 1, 0, 0.469933,0.038663) ,
776 -1, 0, 1, -99, 0.43299,-0.121874) ,
780 -1, 0, 1, -99, 0.889571,0.049713) ,
781 3, 1.3284, 1, 0, 0.641457,-0.0532475) ,
782 1, 0.583399, 1, 0, 0.518725,0.0125179) );
784 fBoostWeights.push_back(1);
791 -1, 0, 1, -99, 0.298217,-0.00637649) ,
795 -1, 0, 1, -99, 0.849112,0.0902113) ,
796 3, 0.253316, 1, 0, 0.493194,0.0264317) ,
801 -1, 0, 1, -99, 0.151163,-0.147551) ,
805 -1, 0, 1, -99, 0.795918,-0.0194867) ,
806 3, 1.13735, 1, 0, 0.55794,-0.0808266) ,
807 0, 0.840481, 1, 0, 0.505892,0.00539534) );
809 fBoostWeights.push_back(1);
816 -1, 0, 1, -99, 0.314779,0.0164116) ,
820 -1, 0, 1, -99, 0.856115,0.122117) ,
821 3, 0.382558, 1, 0, 0.428788,0.0430191) ,
826 -1, 0, 1, -99, 0.476684,-0.0729735) ,
830 -1, 0, 1, -99, 0.903955,0.0503523) ,
831 3, 1.45492, 1, 0, 0.611012,-0.0418955) ,
832 1, 0.0746458, 1, 0, 0.512674,0.00392925) );
834 fBoostWeights.push_back(1);
841 -1, 0, 1, -99, 0.0366972,-0.119893) ,
845 -1, 0, 1, -99, 0.548443,0.0588289) ,
846 3, -1.64821, 1, 0, 0.467249,0.0373971) ,
851 -1, 0, 1, -99, 0.104575,-0.121948) ,
855 -1, 0, 1, -99, 0.784884,0.0218842) ,
856 3, 0.385076, 1, 0, 0.575453,-0.0239521) ,
857 0, 0.158182, 1, 0, 0.512669,0.011645) );
859 fBoostWeights.push_back(1);
866 -1, 0, 1, -99, 0.123596,-0.0137365) ,
870 -1, 0, 1, -99, 0.878788,0.21248) ,
871 3, -1.37243, 1, 0, 0.445161,0.10299) ,
876 -1, 0, 1, -99, 0.379747,0.124024) ,
880 -1, 0, 1, -99, 0.542564,-0.0252582) ,
881 1, -1.32583, 1, 0, 0.530361,-0.0140112) ,
882 0, -1.14871, 1, 0, 0.519438,0.000988984) );
884 fBoostWeights.push_back(1);
891 -1, 0, 1, -99, 0.144654,-0.0317517) ,
895 -1, 0, 1, -99, 0.0871795,-0.117412) ,
896 1, -0.970996, 1, 0, 0.112994,-0.0706268) ,
901 -1, 0, 1, -99, 0.74359,0.0758719) ,
905 -1, 0, 1, -99, 0.564885,-0.0339513) ,
906 0, 0.175844, 1, 0, 0.641138,0.0140003) ,
907 3, -0.610112, 1, 0, 0.493691,-0.00962588) );
909 fBoostWeights.push_back(1);
916 -1, 0, 1, -99, 0.280303,-0.025273) ,
920 -1, 0, 1, -99, 0.803738,0.0510818) ,
921 3, 0.377811, 1, 0, 0.486213,0.00446936) ,
925 -1, 0, 1, -99, 0.630631,-0.0919667) ,
926 0, 1.39793, 1, 0, 0.499583,-0.00490094) );
928 fBoostWeights.push_back(1);
935 -1, 0, 1, -99, 0.0970874,-0.0121954) ,
939 -1, 0, 1, -99, 0.772152,0.164618) ,
940 3, -1.35757, 1, 0, 0.39011,0.070765) ,
945 -1, 0, 1, -99, 0.178478,-0.0771227) ,
949 -1, 0, 1, -99, 0.713178,0.00711075) ,
950 3, -0.0645387, 1, 0, 0.51462,-0.0231824) ,
951 0, -1.07683, 1, 0, 0.495861,-0.00902808) );
953 fBoostWeights.push_back(1);
960 -1, 0, 1, -99, 0.282927,0.00455847) ,
964 -1, 0, 1, -99, 0.844538,0.117175) ,
965 3, 0.319364, 1, 0, 0.439625,0.0334785) ,
970 -1, 0, 1, -99, 0.650909,-0.110554) ,
974 -1, 0, 1, -99, 0.945205,0.123457) ,
975 3, 2.2798, 1, 0, 0.712644,-0.0564412) ,
976 2, 0.669353, 1, 0, 0.518734,0.00742352) );
978 fBoostWeights.push_back(1);
985 -1, 0, 1, -99, 0.342466,0.0359312) ,
989 -1, 0, 1, -99, 0.4329,-0.0733222) ,
990 1, -0.276563, 1, 0, 0.388889,-0.0197006) ,
995 -1, 0, 1, -99, 0.929293,0.119189) ,
999 -1, 0, 1, -99, 0.885057,0.0419664) ,
1000 2, 0.982643, 1, 0, 0.901099,0.0585594) ,
1001 3, 1.12731, 1, 0, 0.508099,-0.00148663) );
1003 fBoostWeights.push_back(1);
1010 -1, 0, 1, -99, 0.259091,0.101513) ,
1014 -1, 0, 1, -99, 0.49635,0.00832176) ,
1015 2, -1.08724, 1, 0, 0.438674,0.0248958) ,
1020 -1, 0, 1, -99, 0.409449,-0.143753) ,
1024 -1, 0, 1, -99, 0.927273,0.0657174) ,
1025 3, 1.34682, 1, 0, 0.702055,-0.0417898) ,
1026 1, 0.749754, 1, 0, 0.502924,0.00862828) );
1028 fBoostWeights.push_back(1);
1035 -1, 0, 1, -99, 0.104895,-0.00896932) ,
1039 -1, 0, 1, -99, 0.419048,0.162076) ,
1040 3, -1.27536, 1, 0, 0.237903,0.0636625) ,
1045 -1, 0, 1, -99, 0.216495,-0.0892379) ,
1049 -1, 0, 1, -99, 0.71148,-9.85664
e-05) ,
1050 3, -0.105951, 1, 0, 0.560336,-0.0273851) ,
1051 2, -1.00469, 1, 0, 0.493755,-0.00858428) );
1053 fBoostWeights.push_back(1);
1060 -1, 0, 1, -99, 0.115942,-0.0827776) ,
1064 -1, 0, 1, -99, 0.658278,0.0265666) ,
1065 3, -0.533334, 1, 0, 0.488182,-0.00267262) ,
1069 -1, 0, 1, -99, 0.530864,-0.216793) ,
1070 0, 1.55414, 1, 0, 0.491109,-0.0167004) );
1072 fBoostWeights.push_back(1);
1079 -1, 0, 1, -99, 0.361624,-0.000498033) ,
1083 -1, 0, 1, -99, 0.87108,0.0799706) ,
1084 3, 0.827477, 1, 0, 0.494545,0.0176158) ,
1088 -1, 0, 1, -99, 0.679487,-0.103646) ,
1089 1, 1.67463, 1, 0, 0.506791,0.00967638) );
1091 fBoostWeights.push_back(1);
1097 -1, 0, 1, -99, 0.4,0.205737) ,
1102 -1, 0, 1, -99, 0.446927,0.0659605) ,
1106 -1, 0, 1, -99, 0.515856,-0.0125554) ,
1107 0, -0.768351, 1, 0, 0.504889,-0.000512231) ,
1108 0, -1.66956, 1, 0, 0.499578,0.00731919) );
1110 fBoostWeights.push_back(1);
1116 -1, 0, 1, -99, 0.0120482,-0.157875) ,
1121 -1, 0, 1, -99, 0.393782,0.0611174) ,
1125 -1, 0, 1, -99, 0.577851,-0.0136017) ,
1126 1, -0.794966, 1, 0, 0.545701,-2.1421
e-05) ,
1127 3, -1.82503, 1, 0, 0.508417,-0.00773892) );
1129 fBoostWeights.push_back(1);
1136 -1, 0, 1, -99, 0.0947368,0.0133733) ,
1140 -1, 0, 1, -99, 0.5625,0.0882668) ,
1141 3, -1.81549, 1, 0, 0.435897,0.0624757) ,
1146 -1, 0, 1, -99, 0.359477,-0.0402716) ,
1150 -1, 0, 1, -99, 0.838235,0.0119866) ,
1151 3, 0.95638, 1, 0, 0.530462,-0.0218898) ,
1152 0, -0.607601, 1, 0, 0.504988,0.000836463) );
1154 fBoostWeights.push_back(1);
1161 -1, 0, 1, -99, 0.236398,-0.015585) ,
1165 -1, 0, 1, -99, 0.789144,0.0663739) ,
1166 3, -0.0719984, 1, 0, 0.498024,0.0202539) ,
1171 -1, 0, 1, -99, 0.234694,-0.121133) ,
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1177 0, 0.982985, 1, 0, 0.51176,0.00629649) );
1179 fBoostWeights.push_back(1);
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1195 -1, 0, 1, -99, 0.967742,0.157293) ,
1196 3, 2.42954, 1, 0, 0.503413,-0.000615891) );
1198 fBoostWeights.push_back(1);
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1209 -1, 0, 1, -99, 0.712121,-0.125832) ,
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1215 0, 1.55323, 1, 0, 0.505942,-0.00321404) );
1217 fBoostWeights.push_back(1);
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1228 -1, 0, 1, -99, 0.333333,-0.111633) ,
1229 2, -0.280234, 1, 0, 0.259864,-0.0519297) ,
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1238 -1, 0, 1, -99, 0.645503,-0.0236317) ,
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1240 3, 0.414913, 1, 0, 0.476038,-0.0238119) );
1242 fBoostWeights.push_back(1);
1249 -1, 0, 1, -99, 0.471319,0.00737616) ,
1253 -1, 0, 1, -99, 0.606061,-0.133047) ,
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1258 -1, 0, 1, -99, 0.942857,0.121904) ,
1259 3, 2.21553, 1, 0, 0.506768,0.00471095) );
1261 fBoostWeights.push_back(1);
1268 -1, 0, 1, -99, 0.191176,0.0766939) ,
1272 -1, 0, 1, -99, 0.122677,-0.0934196) ,
1273 2, -1.42257, 1, 0, 0.145679,-0.0340276) ,
1278 -1, 0, 1, -99, 0.678295,0.0807397) ,
1282 -1, 0, 1, -99, 0.675229,0.00478915) ,
1283 1, -0.0206891, 1, 0, 0.676214,0.0262831) ,
1284 3, -0.404696, 1, 0, 0.498344,0.00606304) );
1286 fBoostWeights.push_back(1);
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1297 -1, 0, 1, -99, 0.405594,-0.153613) ,
1298 2, 0.317152, 1, 0, 0.338922,-0.0124483) ,
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1307 -1, 0, 1, -99, 0.836538,0.0297621) ,
1308 0, 0.205215, 1, 0, 0.869231,0.039933) ,
1309 3, 0.853537, 1, 0, 0.507755,0.0042282) );
1311 fBoostWeights.push_back(1);
1318 -1, 0, 1, -99, 0.175926,0.00116912) ,
1322 -1, 0, 1, -99, 0.714286,0.0930827) ,
1323 3, -0.806963, 1, 0, 0.4,0.037199) ,
1328 -1, 0, 1, -99, 0.506667,-0.0271224) ,
1332 -1, 0, 1, -99, 0.970149,0.1367) ,
1333 3, 2.29735, 1, 0, 0.544676,-0.0132932) ,
1334 0, -0.4211, 1, 0, 0.499579,0.00244571) );
1336 fBoostWeights.push_back(1);
1343 -1, 0, 1, -99, 0.025974,-0.137128) ,
1347 -1, 0, 1, -99, 0,-0.164192) ,
1348 0, -1.17008, 1, 0, 0.0142857,-0.0815352) ,
1353 -1, 0, 1, -99, 0.680672,0.119415) ,
1357 -1, 0, 1, -99, 0.54034,0.00397121) ,
1358 0, -0.901581, 1, 0, 0.556079,0.015809) ,
1359 3, -1.43642, 1, 0, 0.492923,0.00446165) );
1361 fBoostWeights.push_back(1);
1368 -1, 0, 1, -99, 0.240997,-0.0126388) ,
1372 -1, 0, 1, -99, 0.729927,0.13401) ,
1373 2, -0.149863, 1, 0, 0.375502,0.0262642) ,
1378 -1, 0, 1, -99, 0.31746,-0.067258) ,
1382 -1, 0, 1, -99, 0.809651,0.0166204) ,
1383 3, 0.72089, 1, 0, 0.561917,-0.0220549) ,
1384 1, -0.262908, 1, 0, 0.48759,-0.00278917) );
1386 fBoostWeights.push_back(1);
1393 -1, 0, 1, -99, 0.175676,-0.0304151) ,
1397 -1, 0, 1, -99, 0.770548,0.071103) ,
1398 3, -0.281746, 1, 0, 0.513619,0.0216646) ,
1403 -1, 0, 1, -99, 0.263736,-0.112713) ,
1407 -1, 0, 1, -99, 0.83871,-0.0286368) ,
1408 3, 1.54027, 1, 0, 0.554348,-0.0694732) ,
1409 0, 1.03412, 1, 0, 0.519802,0.00782849) );
1411 fBoostWeights.push_back(1);
1418 -1, 0, 1, -99, 0.20678,0.0145105) ,
1422 -1, 0, 1, -99, 0.227425,-0.0883106) ,
1423 1, -0.751683, 1, 0, 0.217172,-0.029754) ,
1428 -1, 0, 1, -99, 0.704319,0.0507823) ,
1432 -1, 0, 1, -99, 0.770149,-0.0269555) ,
1433 2, 0.608943, 1, 0, 0.738994,0.00950259) ,
1434 3, 0.0142162, 1, 0, 0.486992,-0.00945547) );
1436 fBoostWeights.push_back(1);
1442 -1, 0, 1, -99, 0.347222,0.210759) ,
1447 -1, 0, 1, -99, 0.369478,0.0767283) ,
1451 -1, 0, 1, -99, 0.545771,-0.00548299) ,
1452 1, -0.796791, 1, 0, 0.506295,0.00917674) ,
1453 0, -1.65957, 1, 0, 0.496622,0.0169311) );
1455 fBoostWeights.push_back(1);
1462 -1, 0, 1, -99, 0.0952381,-0.0807759) ,
1466 -1, 0, 1, -99, 0.523364,0.0128635) ,
1467 2, -1.77353, 1, 0, 0.492201,0.00538956) ,
1471 -1, 0, 1, -99, 0.688525,-0.130794) ,
1472 1, 1.91391, 1, 0, 0.502058,-7.072
e-05) );
1474 fBoostWeights.push_back(1);
1481 -1, 0, 1, -99, 0.0787879,-0.0334109) ,
1485 -1, 0, 1, -99, 0.613924,0.0670618) ,
1486 3, -1.30062, 1, 0, 0.430353,0.0295064) ,
1491 -1, 0, 1, -99, 0.30914,-0.0630829) ,
1495 -1, 0, 1, -99, 0.832853,0.0176982) ,
1496 3, 0.863966, 1, 0, 0.561891,-0.0223457) ,
1497 0, -0.285419, 1, 0, 0.509167,-0.00156163) );
1499 fBoostWeights.push_back(1);
1506 -1, 0, 1, -99, 0.288052,-0.0196189) ,
1510 -1, 0, 1, -99, 0.813699,0.0748631) ,
1511 3, 0.299209, 1, 0, 0.484631,0.0121521) ,
1516 -1, 0, 1, -99, 0.53125,-0.131065) ,
1520 -1, 0, 1, -99, 0.84,-0.00150966) ,
1521 3, 1.631, 1, 0, 0.666667,-0.061315) ,
1522 1, 0.939437, 1, 0, 0.519103,-0.00176026) );
1524 fBoostWeights.push_back(1);
1531 -1, 0, 1, -99, 0.25,0.162203) ,
1535 -1, 0, 1, -99, 0.296875,0.0314421) ,
1536 2, -1.43769, 1, 0, 0.273438,0.0629998) ,
1541 -1, 0, 1, -99, 0.468605,-0.0182943) ,
1545 -1, 0, 1, -99, 0.917127,0.059094) ,
1546 3, 1.5595, 1, 0, 0.54659,-0.00568071) ,
1547 1, -1.23776, 1, 0, 0.516681,0.00183949) );
1549 fBoostWeights.push_back(1);
1556 -1, 0, 1, -99, 0.119522,-0.04736) ,
1560 -1, 0, 1, -99, 0.574171,0.0478831) ,
1561 3, -0.906894, 1, 0, 0.43568,0.0166237) ,
1566 -1, 0, 1, -99, 0.348837,-0.18684) ,
1570 -1, 0, 1, -99, 0.83913,-0.00146317) ,
1571 3, 0.879805, 1, 0, 0.705696,-0.0525991) ,
1572 2, 0.646398, 1, 0, 0.510526,-0.00256436) );
1574 fBoostWeights.push_back(1);
1581 -1, 0, 1, -99, 0.165049,0.00140776) ,
1585 -1, 0, 1, -99, 0.134409,-0.092201) ,
1586 2, -0.984131, 1, 0, 0.15051,-0.0301894) ,
1591 -1, 0, 1, -99, 0.694268,0.122951) ,
1595 -1, 0, 1, -99, 0.683607,-0.026946) ,
1596 2, -0.175222, 1, 0, 0.685789,0.00432111) ,
1597 3, -0.357249, 1, 0, 0.504745,-0.00735112) );
1599 fBoostWeights.push_back(1);
1606 -1, 0, 1, -99, 0.0816993,-0.0978297) ,
1610 -1, 0, 1, -99, 0.634825,0.00997186) ,
1611 3, -0.750615, 1, 0, 0.485437,-0.0100472) ,
1615 -1, 0, 1, -99, 0.485294,-0.208767) ,
1616 0, 1.61578, 1, 0, 0.485429,-0.0221171) );
1618 fBoostWeights.push_back(1);
1624 -1, 0, 1, -99, 0.288889,0.0737954) ,
1629 -1, 0, 1, -99, 0.267516,-0.0415114) ,
1633 -1, 0, 1, -99, 0.811791,0.014666) ,
1634 3, 0.517229, 1, 0, 0.492049,-0.0135913) ,
1635 0, -1.41794, 1, 0, 0.476273,-0.00863904) );
1637 fBoostWeights.push_back(1);
1644 -1, 0, 1, -99, 0.028169,-0.118897) ,
1648 -1, 0, 1, -99, 0.499205,0.0924591) ,
1649 3, -2.1123, 1, 0, 0.451429,0.0463225) ,
1654 -1, 0, 1, -99, 0.519011,-0.0357984) ,
1658 -1, 0, 1, -99, 1,0.186928) ,
1659 3, 2.36369, 1, 0, 0.57479,-0.0096113) ,
1660 0, 0.127869, 1, 0, 0.508108,0.0206232) );
1662 fBoostWeights.push_back(1);
1669 -1, 0, 1, -99, 0.41779,-0.00319099) ,
1673 -1, 0, 1, -99, 0.20354,-0.122284) ,
1674 0, 0.586624, 1, 0, 0.389474,-0.0171147) ,
1679 -1, 0, 1, -99, 0.934426,0.139198) ,
1683 -1, 0, 1, -99, 0.842697,0.0148394) ,
1684 1, 0.236489, 1, 0, 0.859756,0.0262362) ,
1685 3, 0.934984, 1, 0, 0.519865,-0.00509516) );
1687 fBoostWeights.push_back(1);
1694 -1, 0, 1, -99, 0.0266667,-0.102381) ,
1698 -1, 0, 1, -99, 0.386525,0.0295955) ,
1699 3, -1.72736, 1, 0, 0.310924,0.00993356) ,
1704 -1, 0, 1, -99, 0.457711,-0.048149) ,
1708 -1, 0, 1, -99, 0.881657,0.0333443) ,
1709 3, 1.68987, 1, 0, 0.531346,-0.0257764) ,
1710 1, -0.66368, 1, 0, 0.47218,-0.0161911) );
1712 fBoostWeights.push_back(1);
1718 -1, 0, 1, -99, 0.28,0.0919636) ,
1723 -1, 0, 1, -99, 0.264646,-0.0327494) ,
1727 -1, 0, 1, -99, 0.751278,0.0179261) ,
1728 3, 0.169662, 1, 0, 0.528651,-0.00386025) ,
1729 1, -1.46489, 1, 0, 0.507614,0.00162647) );
1731 fBoostWeights.push_back(1);
1738 -1, 0, 1, -99, 0.15873,0.00984158) ,
1742 -1, 0, 1, -99, 0.65,0.202142) ,
1743 2, -1.21124, 1, 0, 0.398374,0.0727784) ,
1748 -1, 0, 1, -99, 0.517663,0.0247759) ,
1752 -1, 0, 1, -99, 0.588589,-0.0356526) ,
1753 0, 0.597027, 1, 0, 0.539757,0.00264046) ,
1754 0, -1.31677, 1, 0, 0.525168,0.00987785) );
1756 fBoostWeights.push_back(1);
1763 -1, 0, 1, -99, 0.407915,0.00738465) ,
1767 -1, 0, 1, -99, 0.837838,0.123449) ,
1768 2, 0.828052, 1, 0, 0.451436,0.0130257) ,
1773 -1, 0, 1, -99, 0.493947,-0.0478456) ,
1777 -1, 0, 1, -99, 0.970149,0.12819) ,
1778 3, 2.40631, 1, 0, 0.560417,-0.0232287) ,
1779 0, 0.341105, 1, 0, 0.494633,-0.00134435) );
1781 fBoostWeights.push_back(1);
1788 -1, 0, 1, -99, 0.12,-0.0220338) ,
1792 -1, 0, 1, -99, 0.497717,0.0734888) ,
1793 3, -0.881074, 1, 0, 0.296375,0.0194166) ,
1798 -1, 0, 1, -99, 0.426273,-0.0606758) ,
1802 -1, 0, 1, -99, 0.842593,0.0345328) ,
1803 3, 0.830931, 1, 0, 0.619799,-0.014376) ,
1804 2, -0.32718, 1, 0, 0.489708,-0.000783592) );
1806 fBoostWeights.push_back(1);
1813 -1, 0, 1, -99, 0.29709,-0.0106101) ,
1817 -1, 0, 1, -99, 0.828571,0.0484228) ,
1818 3, 0.471049, 1, 0, 0.456592,0.0035317) ,
1823 -1, 0, 1, -99, 0.511236,-0.084467) ,
1827 -1, 0, 1, -99, 0.972973,0.133855) ,
1828 3, 1.94719, 1, 0, 0.646825,-0.0240793) ,
1829 1, 0.828804, 1, 0, 0.497046,-0.00234) );
1831 fBoostWeights.push_back(1);
1838 -1, 0, 1, -99, 0.312741,0.032354) ,
1842 -1, 0, 1, -99, 0.121094,-0.111956) ,
1843 0, -0.700762, 1, 0, 0.217476,-0.0243779) ,
1848 -1, 0, 1, -99, 0.786207,0.127316) ,
1852 -1, 0, 1, -99, 0.710476,-0.000388668) ,
1853 1, -0.200144, 1, 0, 0.726866,0.0201271) ,
1854 3, -0.0237104, 1, 0, 0.505485,0.00078526) );
1856 fBoostWeights.push_back(1);
1862 -1, 0, 1, -99, 0.215385,0.131951) ,
1867 -1, 0, 1, -99, 0.47343,-0.00600694) ,
1871 -1, 0, 1, -99, 0.980769,0.136406) ,
1872 3, 2.06388, 1, 0, 0.519754,0.00162362) ,
1873 2, -1.83217, 1, 0, 0.503322,0.0059205) );
1875 fBoostWeights.push_back(1);
1882 -1, 0, 1, -99, 0.263889,0.0911087) ,
1886 -1, 0, 1, -99, 0.48296,-0.000116016) ,
1887 1, -1.58794, 1, 0, 0.468608,0.00407415) ,
1891 -1, 0, 1, -99, 0.666667,-0.108508) ,
1892 0, 1.39793, 1, 0, 0.487664,-0.00389668) );
1894 fBoostWeights.push_back(1);
1900 -1, 0, 1, -99, 0.246154,0.0927071) ,
1905 -1, 0, 1, -99, 0.193548,-0.165867) ,
1909 -1, 0, 1, -99, 0.530593,0.00331463) ,
1910 0, -1.51252, 1, 0, 0.511733,-0.00457577) ,
1911 1, -1.73275, 1, 0, 0.497016,-0.000321372) );
1913 fBoostWeights.push_back(1);
1920 -1, 0, 1, -99, 0.142857,-0.00259989) ,
1924 -1, 0, 1, -99, 0.0454545,-0.14222) ,
1925 1, -1.10609, 1, 0, 0.0864662,-0.0419012) ,
1930 -1, 0, 1, -99, 0.616541,0.111567) ,
1934 -1, 0, 1, -99, 0.596671,0.00742739) ,
1935 1, -0.709224, 1, 0, 0.599562,0.0179763) ,
1936 3, -0.867825, 1, 0, 0.483898,0.00447847) );
1938 fBoostWeights.push_back(1);
1945 -1, 0, 1, -99, 0.262211,0.0471959) ,
1949 -1, 0, 1, -99, 0.58153,-0.00582176) ,
1950 2, -0.50874, 1, 0, 0.466728,0.00774415) ,
1954 -1, 0, 1, -99, 0.826087,-0.135907) ,
1955 2, 1.83775, 1, 0, 0.488271,0.00317976) );
1957 fBoostWeights.push_back(1);
1963 -1, 0, 1, -99, 0.333333,0.142358) ,
1968 -1, 0, 1, -99, 0.330606,-0.033763) ,
1972 -1, 0, 1, -99, 0.752896,0.0533993) ,
1973 2, 0.118629, 1, 0, 0.524358,0.0045159) ,
1974 0, -1.65957, 1, 0, 0.512013,0.0113937) );
1976 fBoostWeights.push_back(1);
1983 -1, 0, 1, -99, 0.135135,-0.133147) ,
1987 -1, 0, 1, -99, 0.184971,-0.015776) ,
1988 0, -1.24678, 1, 0, 0.17004,-0.0354589) ,
1993 -1, 0, 1, -99, 0.356436,-0.000813378) ,
1997 -1, 0, 1, -99, 0.825263,0.0504136) ,
1998 3, 0.516083, 1, 0, 0.583673,0.0159466) ,
1999 2, -1.00469, 1, 0, 0.500408,0.00559846) );
2001 fBoostWeights.push_back(1);
2008 -1, 0, 1, -99, 0.236499,-0.00265264) ,
2012 -1, 0, 1, -99, 0.714286,0.109809) ,
2013 3, 0.0459814, 1, 0, 0.346705,0.016908) ,
2018 -1, 0, 1, -99, 0.583333,-0.0677816) ,
2022 -1, 0, 1, -99, 0.904255,0.0208191) ,
2023 3, 1.51105, 1, 0, 0.693431,-0.0254937) ,
2024 2, 0.109055, 1, 0, 0.499197,-0.00174056) );
2026 fBoostWeights.push_back(1);
2033 -1, 0, 1, -99, 0.472107,0.0331179) ,
2037 -1, 0, 1, -99, 0.451613,-0.0959373) ,
2038 0, 0.789463, 1, 0, 0.470874,0.0178117) ,
2043 -1, 0, 1, -99, 0.548872,-0.0299894) ,
2047 -1, 0, 1, -99, 0.788732,-0.186969) ,
2048 3, 1.99186, 1, 0, 0.632353,-0.054891) ,
2049 0, 1.03412, 1, 0, 0.497569,0.00579275) );
2051 fBoostWeights.push_back(1);
2057 -1, 0, 1, -99, 0.180723,-0.102695) ,
2062 -1, 0, 1, -99, 0.378931,0.0320035) ,
2066 -1, 0, 1, -99, 0.672032,-0.0140134) ,
2067 2, 0.173028, 1, 0, 0.507502,0.00726608) ,
2068 0, -1.65957, 1, 0, 0.485197,0.00131246) );
2070 fBoostWeights.push_back(1);
2077 -1, 0, 1, -99, 0.409449,0.085969) ,
2081 -1, 0, 1, -99, 0.449219,-0.00344686) ,
2082 0, -1.2867, 1, 0, 0.441315,0.00834473) ,
2087 -1, 0, 1, -99, 0.175926,-0.117671) ,
2091 -1, 0, 1, -99, 0.787172,-0.0108414) ,
2092 3, 0.695482, 1, 0, 0.550984,-0.0343735) ,
2093 0, 0.105344, 1, 0, 0.492487,-0.0115881) );
2095 fBoostWeights.push_back(1);
2101 -1, 0, 1, -99, 0.22093,-0.0630388) ,
2106 -1, 0, 1, -99, 0.442105,0.113594) ,
2110 -1, 0, 1, -99, 0.536122,0.00905501) ,
2111 1, -1.08025, 1, 0, 0.528335,0.0115083) ,
2112 1, -1.58794, 1, 0, 0.506894,0.00700633) );
2114 fBoostWeights.push_back(1);
2121 -1, 0, 1, -99, 0.415473,0.00947989) ,
2125 -1, 0, 1, -99, 0.456311,-0.0630972) ,
2126 1, 0.402378, 1, 0, 0.424779,-0.00505293) ,
2131 -1, 0, 1, -99, 0.940298,-0.0763976) ,
2135 -1, 0, 1, -99, 0.926966,0.0809223) ,
2136 0, 0.712157, 1, 0, 0.930612,0.0307399) ,
2137 3, 1.27095, 1, 0, 0.532637,0.00257913) );
2139 fBoostWeights.push_back(1);
2146 -1, 0, 1, -99, 0.0704225,-0.0602586) ,
2150 -1, 0, 1, -99, 0.594406,0.111179) ,
2151 3, -1.89465, 1, 0, 0.420561,0.0436255) ,
2156 -1, 0, 1, -99, 0.487469,-0.00736033) ,
2160 -1, 0, 1, -99, 0.596273,-0.076117) ,
2161 0, 1.22215, 1, 0, 0.505735,-0.0135566) ,
2162 0, -0.929783, 1, 0, 0.490196,-0.00312438) );
2164 fBoostWeights.push_back(1);
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13561 fBoostWeights.push_back(1);
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18989 1, -0.796791, 1, 0, 0.503328,-0.000383291) );
18991 fBoostWeights.push_back(1);
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19006 -1, 0, 1, -99, 0.503697,-0.048544) ,
19007 0, -1.02695, 1, 0, 0.504572,-0.0142584) ,
19008 0, -1.70616, 1, 0, 0.496471,-0.00721277) );
19010 fBoostWeights.push_back(1);
19017 -1, 0, 1, -99, 0.142857,-0.0397374) ,
19021 -1, 0, 1, -99, 0.19697,-0.176573) ,
19022 3, -0.568587, 1, 0, 0.150901,-0.024026) ,
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19031 -1, 0, 1, -99, 0.688427,0.0708585) ,
19032 0, -0.585208, 1, 0, 0.709468,0.0209243) ,
19033 3, -0.404696, 1, 0, 0.50535,0.00449798) );
19035 fBoostWeights.push_back(1);
19041 -1, 0, 1, -99, 0.264706,-0.0806037) ,
19046 -1, 0, 1, -99, 0.30922,-0.00788971) ,
19050 -1, 0, 1, -99, 0.834928,0.0544517) ,
19051 3, 0.632472, 1, 0, 0.504898,0.00504481) ,
19052 0, -1.67918, 1, 0, 0.491184,0.00257768) );
19054 fBoostWeights.push_back(1);
19061 -1, 0, 1, -99, 0.420644,0.00142812) ,
19065 -1, 0, 1, -99, 0.52381,0.118748) ,
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19071 -1, 0, 1, -99, 0.767857,-0.0165152) ,
19075 -1, 0, 1, -99, 0.790698,-0.0978603) ,
19076 2, 1.60299, 1, 0, 0.777778,-0.0170737) ,
19077 2, 1.0496, 1, 0, 0.487743,0.00212694) );
19079 fBoostWeights.push_back(1);
19086 -1, 0, 1, -99, 0.443609,0.00841283) ,
19090 -1, 0, 1, -99, 0.497717,0.0922078) ,
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19101 0, -0.153245, 1, 0, 0.67706,-0.0126767) ,
19102 1, 0.344779, 1, 0, 0.540833,0.0040832) );
19104 fBoostWeights.push_back(1);
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19115 -1, 0, 1, -99, 0.53913,0.0583014) ,
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19125 -1, 0, 1, -99, 0.808612,-0.00970569) ,
19126 3, 0.791605, 1, 0, 0.658228,0.0123387) ,
19127 1, 0.610047, 1, 0, 0.48062,-0.00681244) );
19129 fBoostWeights.push_back(1);
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19140 -1, 0, 1, -99, 0.444444,-0.153059) ,
19141 0, 0.950405, 1, 0, 0.418876,0.0174704) ,
19146 -1, 0, 1, -99, 0.554054,-0.167003) ,
19150 -1, 0, 1, -99, 0.908451,-0.0358243) ,
19151 3, 1.6158, 1, 0, 0.727586,-0.0403472) ,
19152 2, 0.809785, 1, 0, 0.491484,0.00387175) );
19154 fBoostWeights.push_back(1);
19161 -1, 0, 1, -99, 0.2,0.141827) ,
19165 -1, 0, 1, -99, 0.251497,0.00878846) ,
19166 2, -1.5405, 1, 0, 0.231618,0.0236127) ,
19171 -1, 0, 1, -99, 0.424951,-0.0454856) ,
19175 -1, 0, 1, -99, 0.767624,0.0249014) ,
19176 2, 0.409819, 1, 0, 0.571429,-0.00675344) ,
19177 2, -0.888516, 1, 0, 0.492295,0.000318133) );
19179 fBoostWeights.push_back(1);
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19190 -1, 0, 1, -99, 0.487723,-0.00903066) ,
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19195 0, 0.914346, 1, 0, 0.514719,0.00118358) ,
19196 0, -1.51252, 1, 0, 0.494694,-0.00317617) );
19198 fBoostWeights.push_back(1);
19205 -1, 0, 1, -99, 0.453333,0.00946791) ,
19209 -1, 0, 1, -99, 0.570922,0.0944946) ,
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19215 -1, 0, 1, -99, 0.486486,-0.125523) ,
19219 -1, 0, 1, -99, 0.780488,0.0298925) ,
19220 2, 1.02415, 1, 0, 0.641026,-0.0175528) ,
19221 0, 1.14349, 1, 0, 0.505892,0.00931253) );
19223 fBoostWeights.push_back(1);
19230 -1, 0, 1, -99, 0.15601,-0.0234006) ,
19234 -1, 0, 1, -99, 0.724044,0.0450939) ,
19235 3, -0.413999, 1, 0, 0.526269,0.00797375) ,
19239 -1, 0, 1, -99, 0.666667,-0.14049) ,
19240 1, 1.73516, 1, 0, 0.535058,0.003841) );
19242 fBoostWeights.push_back(1);
19249 -1, 0, 1, -99, 0.340136,0.141783) ,
19253 -1, 0, 1, -99, 0.592593,-0.00194724) ,
19254 1, -0.287617, 1, 0, 0.429825,0.0364498) ,
19259 -1, 0, 1, -99, 0.272727,-0.0920528) ,
19263 -1, 0, 1, -99, 0.543784,-0.00795825) ,
19264 1, -1.15134, 1, 0, 0.517578,-0.00726514) ,
19265 0, -0.898246, 1, 0, 0.501597,0.000695734) );
19267 fBoostWeights.push_back(1);
19273 -1, 0, 1, -99, 0.241379,0.085377) ,
19278 -1, 0, 1, -99, 0.284753,-0.0584182) ,
19282 -1, 0, 1, -99, 0.647661,0.00303026) ,
19283 2, -0.166961, 1, 0, 0.504425,-0.00729567) ,
19284 1, -1.55283, 1, 0, 0.48562,-0.00395577) );
19286 fBoostWeights.push_back(1);
19293 -1, 0, 1, -99, 0.441659,-0.0164072) ,
19297 -1, 0, 1, -99, 0.725806,-0.111054) ,
19298 1, 1.21354, 1, 0, 0.472007,-0.0109003) ,
19302 -1, 0, 1, -99, 0.791667,0.0953873) ,
19303 0, 1.56395, 1, 0, 0.490673,-0.00755779) );
19305 fBoostWeights.push_back(1);
19312 -1, 0, 1, -99, 0.137405,-0.0639717) ,
19316 -1, 0, 1, -99, 0.71875,0.0412521) ,
19317 3, -0.493298, 1, 0, 0.251534,-0.0176131) ,
19322 -1, 0, 1, -99, 0.675439,0.110003) ,
19326 -1, 0, 1, -99, 0.613333,0.0010673) ,
19327 0, -0.747964, 1, 0, 0.621528,0.00593177) ,
19328 2, -0.703426, 1, 0, 0.520168,-0.000518332) );
19330 fBoostWeights.push_back(1);
19337 -1, 0, 1, -99, 0.45291,0.00456368) ,
19341 -1, 0, 1, -99, 0.732143,0.0943997) ,
19342 1, 1.07565, 1, 0, 0.495058,0.00677202) ,
19346 -1, 0, 1, -99, 0.558442,-0.161135) ,
19347 0, 1.55414, 1, 0, 0.49916,0.00104201) );
19349 fBoostWeights.push_back(1);
19356 -1, 0, 1, -99, 0.362482,0.0154808) ,
19360 -1, 0, 1, -99, 0.698565,-0.0688829) ,
19361 2, 0.42475, 1, 0, 0.438998,-0.00139398) ,
19366 -1, 0, 1, -99, 0.557143,-0.129561) ,
19370 -1, 0, 1, -99, 0.819048,0.00173824) ,
19371 2, 1.53253, 1, 0, 0.644444,-0.0298249) ,
19372 1, 0.766256, 1, 0, 0.491484,-0.00865734) );
19374 fBoostWeights.push_back(1);
19381 -1, 0, 1, -99, 0.163934,-0.135351) ,
19385 -1, 0, 1, -99, 0.440258,0.00831221) ,
19386 1, -1.66326, 1, 0, 0.423232,9.27026
e-05) ,
19391 -1, 0, 1, -99, 0.803279,0.0258065) ,
19395 -1, 0, 1, -99, 0.793333,0.120086) ,
19396 0, -0.0501331, 1, 0, 0.796209,0.0363169) ,
19397 1, 1.00849, 1, 0, 0.488759,0.00645683) );
19399 fBoostWeights.push_back(1);
19406 -1, 0, 1, -99, 0.285714,0.104586) ,
19410 -1, 0, 1, -99, 0.498016,-0.0238653) ,
19411 1, -1.16068, 1, 0, 0.455556,0.00149788) ,
19416 -1, 0, 1, -99, 0.488764,-0.153602) ,
19420 -1, 0, 1, -99, 0.577024,-0.0539946) ,
19421 0, 0.558616, 1, 0, 0.54902,-0.034212) ,
19422 0, 0.127869, 1, 0, 0.49958,-0.0153227) );
19424 fBoostWeights.push_back(1);
19431 -1, 0, 1, -99, 0.0764706,-0.0694419) ,
19435 -1, 0, 1, -99, 0.0833333,-0.233649) ,
19436 3, -1.1942, 1, 0, 0.0782609,-0.0406587) ,
19441 -1, 0, 1, -99, 0.6171,0.0575829) ,
19445 -1, 0, 1, -99, 0.605144,-0.0128103) ,
19446 1, -0.253203, 1, 0, 0.608602,0.00413307) ,
19447 3, -0.939694, 1, 0, 0.503448,-0.00474806) );
19449 fBoostWeights.push_back(1);
19456 -1, 0, 1, -99, 0.422247,0.0154641) ,
19460 -1, 0, 1, -99, 0.783333,0.0768743) ,
19461 2, 1.23087, 1, 0, 0.445271,0.00774985) ,
19466 -1, 0, 1, -99, 0.4375,-0.109933) ,
19470 -1, 0, 1, -99, 0.728723,-0.0160662) ,
19471 2, 0.420848, 1, 0, 0.654762,-0.0177049) ,
19472 1, 0.863356, 1, 0, 0.489522,0.00237299) );
19474 fBoostWeights.push_back(1);
19481 -1, 0, 1, -99, 0.184211,0.0421704) ,
19485 -1, 0, 1, -99, 0.253968,0.213063) ,
19486 0, -0.821573, 1, 0, 0.215827,0.0551502) ,
19491 -1, 0, 1, -99, 0.030303,-0.185713) ,
19495 -1, 0, 1, -99, 0.585954,0.00551581) ,
19496 3, -1.08393, 1, 0, 0.533713,-0.00253869) ,
19497 2, -1.34212, 1, 0, 0.496644,0.00418845) );
19499 fBoostWeights.push_back(1);
19506 -1, 0, 1, -99, 0.302368,0.0356569) ,
19510 -1, 0, 1, -99, 0.43662,0.163607) ,
19511 2, 0.230105, 1, 0, 0.317742,0.020227) ,
19516 -1, 0, 1, -99, 0.746032,-0.0301271) ,
19520 -1, 0, 1, -99, 0.775362,0.0733068) ,
19521 1, 1.41314, 1, 0, 0.753876,-0.000162368) ,
19522 3, 0.331768, 1, 0, 0.515845,0.0109656) );
19524 fBoostWeights.push_back(1);
19531 -1, 0, 1, -99, 0.0886076,0.0497547) ,
19535 -1, 0, 1, -99, 0.271739,-0.117436) ,
19536 3, -1.70794, 1, 0, 0.187135,-0.0242631) ,
19541 -1, 0, 1, -99, 0.441989,0.0624438) ,
19545 -1, 0, 1, -99, 0.56982,0.00572193) ,
19546 1, -0.796791, 1, 0, 0.548176,0.00679569) ,
19547 2, -1.27798, 1, 0, 0.498387,0.00251258) );
19549 fBoostWeights.push_back(1);
19556 -1, 0, 1, -99, 0.246305,0.0741749) ,
19560 -1, 0, 1, -99, 0.0762712,-0.0306112) ,
19561 0, -0.630788, 1, 0, 0.183801,0.0176956) ,
19566 -1, 0, 1, -99, 0.361446,-0.109479) ,
19570 -1, 0, 1, -99, 0.761578,0.0165689) ,
19571 3, 0.219613, 1, 0, 0.616393,-0.0128158) ,
19572 3, -0.660508, 1, 0, 0.504045,-0.00489176) );
19574 fBoostWeights.push_back(1);
19581 -1, 0, 1, -99, 0.0571429,-0.0475423) ,
19585 -1, 0, 1, -99, 0.245614,0.111838) ,
19586 3, -1.5297, 1, 0, 0.190871,0.0271067) ,
19591 -1, 0, 1, -99, 0.734072,-0.0753426) ,
19595 -1, 0, 1, -99, 0.654378,0.0479149) ,
19596 0, 0.248699, 1, 0, 0.690566,-0.00116711) ,
19597 3, -0.404696, 1, 0, 0.501958,0.00950477) );
19599 fBoostWeights.push_back(1);
19606 -1, 0, 1, -99, 0.136628,-0.0520501) ,
19610 -1, 0, 1, -99, 0.198529,-0.110796) ,
19611 3, -0.755647, 1, 0, 0.154167,-0.0281287) ,
19616 -1, 0, 1, -99, 0.706422,0.0587451) ,
19620 -1, 0, 1, -99, 0.745614,-0.0815183) ,
19621 1, 1.04933, 1, 0, 0.717982,0.00883618) ,
19622 3, -0.305034, 1, 0, 0.501995,-0.00532435) );
19624 fBoostWeights.push_back(1);
19631 -1, 0, 1, -99, 0.209302,-0.0372053) ,
19635 -1, 0, 1, -99, 0.505247,0.0400073) ,
19636 1, -1.30418, 1, 0, 0.457286,0.00814226) ,
19641 -1, 0, 1, -99, 0.433333,-0.208828) ,
19645 -1, 0, 1, -99, 0.607784,-0.00261746) ,
19646 0, 0.689227, 1, 0, 0.570755,-0.0136603) ,
19647 0, 0.429044, 1, 0, 0.496721,0.000564964) );
19649 fBoostWeights.push_back(1);
19656 -1, 0, 1, -99, 0.385492,-0.0367346) ,
19660 -1, 0, 1, -99, 0.837838,-0.147872) ,
19661 3, 1.46287, 1, 0, 0.432156,-0.0187638) ,
19666 -1, 0, 1, -99, 0.836066,0.0385967) ,
19670 -1, 0, 1, -99, 0.765625,-0.000102885) ,
19671 1, 1.80901, 1, 0, 0.8,0.00618356) ,
19672 1, 1.34293, 1, 0, 0.470441,-0.0161673) );
19674 fBoostWeights.push_back(1);
19681 -1, 0, 1, -99, 0.33913,0.0340897) ,
19685 -1, 0, 1, -99, 0.318584,-0.101155) ,
19686 0, -0.84487, 1, 0, 0.325513,-0.0282845) ,
19691 -1, 0, 1, -99, 0.0561798,-0.0891729) ,
19695 -1, 0, 1, -99, 0.603604,0.0128826) ,
19696 3, -0.821765, 1, 0, 0.547344,0.00230077) ,
19697 1, -0.600462, 1, 0, 0.484673,-0.00634013) );
19699 fBoostWeights.push_back(1);
19706 -1, 0, 1, -99, 0.0483871,-0.1362) ,
19710 -1, 0, 1, -99, 0.484478,0.0277372) ,
19711 2, -1.97587, 1, 0, 0.460444,0.00777175) ,
19715 -1, 0, 1, -99, 0.828125,-0.226021) ,
19716 3, 2.17326, 1, 0, 0.480235,0.00334641) );
19718 fBoostWeights.push_back(1);
19724 -1, 0, 1, -99, 0.234568,0.113881) ,
19729 -1, 0, 1, -99, 0.0534759,-0.131) ,
19733 -1, 0, 1, -99, 0.593239,0.00351543) ,
19734 3, -0.919119, 1, 0, 0.501812,-0.00474249) ,
19735 1, -1.55115, 1, 0, 0.483544,-0.000582167) );
19737 fBoostWeights.push_back(1);
19743 -1, 0, 1, -99, 0.390625,0.133512) ,
19748 -1, 0, 1, -99, 0.445565,-0.0361302) ,
19752 -1, 0, 1, -99, 0.740741,0.0967517) ,
19753 2, 1.36311, 1, 0, 0.480923,-0.00698443) ,
19754 0, -1.70616, 1, 0, 0.476071,-0.00257959) );
19756 fBoostWeights.push_back(1);
19763 -1, 0, 1, -99, 0.294872,0.0482803) ,
19767 -1, 0, 1, -99, 0.67706,-0.0148219) ,
19768 2, -0.199417, 1, 0, 0.482007,0.00603859) ,
19773 -1, 0, 1, -99, 0.203125,-0.109895) ,
19777 -1, 0, 1, -99, 0.689956,0.109905) ,
19778 2, 0.000468748, 1, 0, 0.583618,0.0290731) ,
19779 0, 0.75167, 1, 0, 0.506612,0.0116164) );
19781 fBoostWeights.push_back(1);
19788 -1, 0, 1, -99, 0.113924,0.0316653) ,
19792 -1, 0, 1, -99, 0.670886,-0.100079) ,
19793 3, -1.62611, 1, 0, 0.392405,-0.0163043) ,
19798 -1, 0, 1, -99, 0.0136986,-0.0677947) ,
19802 -1, 0, 1, -99, 0.57884,0.0682928) ,
19803 3, -1.45079, 1, 0, 0.539773,0.0256835) ,
19804 0, -1.14871, 1, 0, 0.520593,0.0202189) );
19806 fBoostWeights.push_back(1);
19813 -1, 0, 1, -99, 0.346154,-0.07437) ,
19817 -1, 0, 1, -99, 0.531823,0.053822) ,
19818 0, -1.6341, 1, 0, 0.517413,0.0149324) ,
19823 -1, 0, 1, -99, 0.473684,-0.0473201) ,
19827 -1, 0, 1, -99, 0.670455,-0.0942107) ,
19828 2, 1.14167, 1, 0, 0.559406,-0.0339116) ,
19829 0, 1.03412, 1, 0, 0.524441,0.00675804) );
19831 fBoostWeights.push_back(1);
19838 -1, 0, 1, -99, 0.347917,-0.00690946) ,
19842 -1, 0, 1, -99, 0.451219,-0.158292) ,
19843 1, -0.29823, 1, 0, 0.362989,-0.0119468) ,
19848 -1, 0, 1, -99, 0.207317,0.173738) ,
19852 -1, 0, 1, -99, 0.671614,-0.00268211) ,
19853 3, -0.359179, 1, 0, 0.610306,0.00484499) ,
19854 1, -0.128677, 1, 0, 0.492815,-0.00313219) );
19856 fBoostWeights.push_back(1);
19862 -1, 0, 1, -99, 0.146341,0.198572) ,
19867 -1, 0, 1, -99, 0.510763,-0.0265021) ,
19871 -1, 0, 1, -99, 0.844037,0.102765) ,
19872 0, 1.26647, 1, 0, 0.542882,-0.00459774) ,
19873 3, -1.94662, 1, 0, 0.516076,0.000227313) );
19875 fBoostWeights.push_back(1);
19882 -1, 0, 1, -99, 0.347826,-0.045059) ,
19886 -1, 0, 1, -99, 0.378641,-0.167453) ,
19887 0, -1.11602, 1, 0, 0.359848,-0.0358091) ,
19892 -1, 0, 1, -99, 0.282322,0.062205) ,
19896 -1, 0, 1, -99, 0.761649,-0.0136449) ,
19897 3, 0.191547, 1, 0, 0.567769,0.00785226) ,
19898 0, -0.784906, 1, 0, 0.522065,-0.00174525) );
19900 fBoostWeights.push_back(1);
19907 -1, 0, 1, -99, 0.084507,-0.103896) ,
19911 -1, 0, 1, -99, 0.505335,0.00334759) ,
19912 2, -1.80625, 1, 0, 0.478221,-0.0017567) ,
19916 -1, 0, 1, -99, 0.657407,-0.118755) ,
19917 1, 1.47236, 1, 0, 0.494215,-0.0059793) );
19919 fBoostWeights.push_back(1);
19926 -1, 0, 1, -99, 0,-0.181779) ,
19930 -1, 0, 1, -99, 0.513957,0.0687193) ,
19931 3, -1.8746, 1, 0, 0.459618,0.0172653) ,
19936 -1, 0, 1, -99, 0.44186,-0.117587) ,
19940 -1, 0, 1, -99, 0.654619,0.00558189) ,
19941 1, 0.448699, 1, 0, 0.546351,-0.0249734) ,
19942 0, 0.158182, 1, 0, 0.496633,-0.000760778) );
19944 fBoostWeights.push_back(1);
19951 -1, 0, 1, -99, 0.346154,-0.0609825) ,
19955 -1, 0, 1, -99, 0.448669,0.0304066) ,
19956 0, -1.11779, 1, 0, 0.431746,0.00540785) ,
19961 -1, 0, 1, -99, 0.6,-0.193487) ,
19965 -1, 0, 1, -99, 0.830189,-0.0173192) ,
19966 2, 1.17802, 1, 0, 0.759825,-0.0236631) ,
19967 2, 0.957325, 1, 0, 0.495741,-0.000262707) );
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22940 -1, 0, 1, -99, 0.242775,0.130093) ,
22944 -1, 0, 1, -99, 0.450704,-0.0169706) ,
22945 2, -0.76491, 1, 0, 0.303279,0.0353396) ,
22950 -1, 0, 1, -99, 0.480815,-0.0253223) ,
22954 -1, 0, 1, -99, 0.931373,0.107754) ,
22955 2, 1.51223, 1, 0, 0.529915,-0.0044454) ,
22956 1, -0.938016, 1, 0, 0.483051,0.00378133) );
22958 fBoostWeights.push_back(1);
22965 -1, 0, 1, -99, 0.345733,-0.0356428) ,
22969 -1, 0, 1, -99, 0.550642,0.0553191) ,
22970 0, -0.355949, 1, 0, 0.469775,0.00675467) ,
22974 -1, 0, 1, -99, 0.893333,-0.174438) ,
22975 3, 2.21553, 1, 0, 0.495539,0.00336402) );
22977 fBoostWeights.push_back(1);
22983 -1, 0, 1, -99, 0.382353,0.192131) ,
22988 -1, 0, 1, -99, 0.475248,-0.00881927) ,
22992 -1, 0, 1, -99, 0.769231,-0.129891) ,
22993 2, 1.2228, 1, 0, 0.51458,-0.00835513) ,
22994 0, -1.67918, 1, 0, 0.507293,-0.00270831) );
22996 fBoostWeights.push_back(1);
23003 -1, 0, 1, -99, 0.235294,-0.00670522) ,
23007 -1, 0, 1, -99, 0.454545,0.142379) ,
23008 0, -0.829953, 1, 0, 0.38,0.0403031) ,
23013 -1, 0, 1, -99, 0.325301,0.009283) ,
23017 -1, 0, 1, -99, 0.658863,-0.0506276) ,
23018 2, -0.0894713, 1, 0, 0.539785,-0.0100824) ,
23019 1, -0.840753, 1, 0, 0.505932,0.000592466) );
23021 fBoostWeights.push_back(1);
23028 -1, 0, 1, -99, 0.490617,0.0389019) ,
23032 -1, 0, 1, -99, 0.514793,-0.0640046) ,
23033 0, 0.348604, 1, 0, 0.498155,0.00294686) ,
23037 -1, 0, 1, -99, 0.752688,0.10938) ,
23038 0, 1.33814, 1, 0, 0.518267,0.00722703) );
23040 fBoostWeights.push_back(1);
23047 -1, 0, 1, -99, 0.163636,-0.0529091) ,
23051 -1, 0, 1, -99, 0.148649,-0.178718) ,
23052 2, -1.25278, 1, 0, 0.158996,-0.0374922) ,
23057 -1, 0, 1, -99, 0.357143,0.100219) ,
23061 -1, 0, 1, -99, 0.602136,-0.0210073) ,
23062 2, -0.393022, 1, 0, 0.548488,0.00328909) ,
23063 2, -1.00222, 1, 0, 0.470785,-0.00484676) );
23065 fBoostWeights.push_back(1);
23072 -1, 0, 1, -99, 0.112583,-0.0748315) ,
23076 -1, 0, 1, -99, 0.631222,0.0293838) ,
23077 3, -0.857709, 1, 0, 0.499157,0.00192478) ,
23081 -1, 0, 1, -99, 0.809524,0.140962) ,
23082 0, 1.64767, 1, 0, 0.514812,0.00553059) );
23084 fBoostWeights.push_back(1);
23091 -1, 0, 1, -99, 0.291545,-0.0724467) ,
23095 -1, 0, 1, -99, 0.58473,-0.00714491) ,
23096 1, -0.428552, 1, 0, 0.470455,-0.0125217) ,
23101 -1, 0, 1, -99, 0.19802,0.187136) ,
23105 -1, 0, 1, -99, 0.809524,0.00626458) ,
23106 3, 0.848427, 1, 0, 0.623494,0.0193715) ,
23107 0, 0.670318, 1, 0, 0.512376,-0.00378531) );
23109 fBoostWeights.push_back(1);
23116 -1, 0, 1, -99, 0.220751,0.0887875) ,
23120 -1, 0, 1, -99, 0.708185,-0.00390198) ,
23121 3, -0.211068, 1, 0, 0.49064,0.0126897) ,
23126 -1, 0, 1, -99, 0.4,-0.160929) ,
23130 -1, 0, 1, -99, 0.773196,-0.0360825) ,
23131 2, 0.865658, 1, 0, 0.60452,-0.0445411) ,
23132 0, 1.08283, 1, 0, 0.50755,0.00419149) );
23134 fBoostWeights.push_back(1);
23141 -1, 0, 1, -99, 0.262069,-0.0869114) ,
23145 -1, 0, 1, -99, 0.795181,0.0134181) ,
23146 2, 0.00911464, 1, 0, 0.380697,-0.0294515) ,
23151 -1, 0, 1, -99, 0.301075,0.0474905) ,
23155 -1, 0, 1, -99, 0.617284,-0.0402971) ,
23156 2, -0.425891, 1, 0, 0.546763,-0.00729841) ,
23157 0, -0.535349, 1, 0, 0.495443,-0.0141444) );
23159 fBoostWeights.push_back(1);
23166 -1, 0, 1, -99, 0.403226,0.0750941) ,
23170 -1, 0, 1, -99, 0.580247,0.204624) ,
23171 0, -1.27083, 1, 0, 0.473171,0.0493919) ,
23176 -1, 0, 1, -99, 0.308,-0.0557878) ,
23180 -1, 0, 1, -99, 0.729981,0.0713126) ,
23181 2, 0.0490669, 1, 0, 0.526519,0.00389584) ,
23182 0, -0.973969, 1, 0, 0.517713,0.0114052) );
23184 fBoostWeights.push_back(1);
23191 -1, 0, 1, -99, 0.216216,-0.0814425) ,
23195 -1, 0, 1, -99, 0.523908,0.0332991) ,
23196 1, -1.41766, 1, 0, 0.492078,0.00565139) ,
23200 -1, 0, 1, -99, 0.565217,-0.180223) ,
23201 0, 1.3988, 1, 0, 0.497854,-0.0023035) );
23203 fBoostWeights.push_back(1);
23209 -1, 0, 1, -99, 0.209302,-0.133857) ,
23214 -1, 0, 1, -99, 0.0869565,0.199104) ,
23218 -1, 0, 1, -99, 0.519196,-0.00231365) ,
23219 3, -1.57628, 1, 0, 0.493551,0.00175715) ,
23220 0, -1.51252, 1, 0, 0.473979,-0.000456537) );
23222 fBoostWeights.push_back(1);
23229 -1, 0, 1, -99, 0.295775,0.00641595) ,
23233 -1, 0, 1, -99, 0.532468,0.157077) ,
23234 0, -1.56726, 1, 0, 0.418919,0.026543) ,
23239 -1, 0, 1, -99, 0.443844,-0.0666588) ,
23243 -1, 0, 1, -99, 0.789474,0.0729116) ,
23244 2, 1.24584, 1, 0, 0.492579,-0.0180915) ,
23245 0, -1.14871, 1, 0, 0.483687,-0.0127034) );
23247 fBoostWeights.push_back(1);
23254 -1, 0, 1, -99, 0.222527,0.0059262) ,
23258 -1, 0, 1, -99, 0.382445,0.0960065) ,
23259 2, -0.538565, 1, 0, 0.297218,0.0188018) ,
23264 -1, 0, 1, -99, 0.733624,-0.0542685) ,
23268 -1, 0, 1, -99, 0.968254,0.119685) ,
23269 3, 2.17772, 1, 0, 0.761996,-0.0128875) ,
23270 3, 0.35922, 1, 0, 0.498339,0.00508905) );
23272 fBoostWeights.push_back(1);
23279 -1, 0, 1, -99, 0.429494,0.0174654) ,
23283 -1, 0, 1, -99, 0.661017,-0.120333) ,
23284 2, 0.962136, 1, 0, 0.455587,-0.00124373) ,
23289 -1, 0, 1, -99, 0.795699,0.0122597) ,
23293 -1, 0, 1, -99, 0.837209,0.132662) ,
23294 1, 1.61544, 1, 0, 0.815642,0.0249098) ,
23295 1, 1.10198, 1, 0, 0.508157,0.00257477) );
23297 fBoostWeights.push_back(1);
23304 -1, 0, 1, -99, 0.346457,-0.0260406) ,
23308 -1, 0, 1, -99, 0.388235,-0.162931) ,
23309 0, -1.25304, 1, 0, 0.363208,-0.026952) ,
23314 -1, 0, 1, -99, 0.347222,0.145247) ,
23318 -1, 0, 1, -99, 0.517609,0.000146822) ,
23319 0, -0.767677, 1, 0, 0.505451,0.00331321) ,
23320 0, -0.96889, 1, 0, 0.480753,-0.00194167) );
23322 fBoostWeights.push_back(1);
23329 -1, 0, 1, -99, 0.0821918,0.0678133) ,
23333 -1, 0, 1, -99, 0.269811,-0.0659547) ,
23334 3, -1.48783, 1, 0, 0.22929,-0.0159526) ,
23339 -1, 0, 1, -99, 0.827922,0.0102643) ,
23343 -1, 0, 1, -99, 0.714859,0.106981) ,
23344 0, 0.775577, 1, 0, 0.777379,0.0225449) ,
23345 3, 0.21524, 1, 0, 0.476886,0.0014384) );
23347 fBoostWeights.push_back(1);
23354 -1, 0, 1, -99, 0.292135,0.0741986) ,
23358 -1, 0, 1, -99, 0.424419,-0.165724) ,
23359 2, -1.34879, 1, 0, 0.37931,-0.0310229) ,
23364 -1, 0, 1, -99, 0.489766,0.0557092) ,
23368 -1, 0, 1, -99, 0.68662,-0.00781087) ,
23369 1, 0.770313, 1, 0, 0.547521,0.0153765) ,
23370 0, -0.740798, 1, 0, 0.511798,0.00552277) );
23372 fBoostWeights.push_back(1);
23379 -1, 0, 1, -99, 0.219048,-0.00894372) ,
23383 -1, 0, 1, -99, 0.268212,0.110255) ,
23384 1, -0.751683, 1, 0, 0.248047,0.0215693) ,
23389 -1, 0, 1, -99, 0.658824,-0.1504) ,
23393 -1, 0, 1, -99, 0.741722,-0.0219926) ,
23394 2, 0.220598, 1, 0, 0.719101,-0.0232266) ,
23395 3, 0.105894, 1, 0, 0.506608,-0.0030191) );
23397 fBoostWeights.push_back(1);
23404 -1, 0, 1, -99, 0.43319,-0.00755635) ,
23408 -1, 0, 1, -99, 0.580537,0.081947) ,
23409 0, -0.319017, 1, 0, 0.490814,0.00948377) ,
23414 -1, 0, 1, -99, 0.455399,-0.0783752) ,
23418 -1, 0, 1, -99, 0.635379,-0.00571924) ,
23419 0, 0.776503, 1, 0, 0.557143,-0.0128959) ,
23420 0, 0.306512, 1, 0, 0.516773,0.000724937) );
23422 fBoostWeights.push_back(1);
23429 -1, 0, 1, -99, 0.188406,0.00174198) ,
23433 -1, 0, 1, -99, 0.179641,-0.119924) ,
23434 2, -1.88292, 1, 0, 0.182203,-0.0370241) ,
23439 -1, 0, 1, -99, 0.564885,0.0177246) ,
23443 -1, 0, 1, -99, 0.6125,-0.107487) ,
23444 0, 1.54782, 1, 0, 0.568706,0.00232935) ,
23445 2, -1.00215, 1, 0, 0.494728,-0.00520302) );
23447 fBoostWeights.push_back(1);
23454 -1, 0, 1, -99, 0.298507,0.143312) ,
23458 -1, 0, 1, -99, 0.284872,0.0111674) ,
23459 0, -1.47982, 1, 0, 0.286458,0.0095777) ,
23464 -1, 0, 1, -99, 0.676275,-0.0599389) ,
23468 -1, 0, 1, -99, 0.790698,0.0336683) ,
23469 1, 1.33946, 1, 0, 0.701724,-0.0135087) ,
23470 2, -0.0267985, 1, 0, 0.49481,-0.00200544) );
23472 fBoostWeights.push_back(1);
23479 -1, 0, 1, -99, 0.439372,0.0236584) ,
23483 -1, 0, 1, -99, 0.589286,0.0799205) ,
23484 0, 0.358945, 1, 0, 0.493138,0.016238) ,
23488 -1, 0, 1, -99, 0.725806,-0.0650498) ,
23489 2, 1.81594, 1, 0, 0.505628,0.0136385) );
23491 fBoostWeights.push_back(1);
23498 -1, 0, 1, -99, 0.0327869,-0.208033) ,
23502 -1, 0, 1, -99, 0.44898,-0.0349538) ,
23503 2, -1.5089, 1, 0, 0.289308,-0.0341913) ,
23508 -1, 0, 1, -99, 0.337662,0.0948895) ,
23512 -1, 0, 1, -99, 0.538947,-0.0099607) ,
23513 1, -1.29657, 1, 0, 0.523856,0.000454272) ,
23514 0, -1.11448, 1, 0, 0.492411,-0.00419045) );
23516 fBoostWeights.push_back(1);
23523 -1, 0, 1, -99, 0.121212,-0.0040546) ,
23527 -1, 0, 1, -99, 0.104651,-0.16485) ,
23528 2, -1.87688, 1, 0, 0.111842,-0.0408562) ,
23533 -1, 0, 1, -99, 0.30303,0.14935) ,
23537 -1, 0, 1, -99, 0.54373,-0.0295942) ,
23538 2, -1.10485, 1, 0, 0.528079,-0.00494436) ,
23539 2, -1.32879, 1, 0, 0.473865,-0.00962182) );
23541 fBoostWeights.push_back(1);
23548 -1, 0, 1, -99, 0.339241,0.0425151) ,
23552 -1, 0, 1, -99, 0.535817,-0.0175181) ,
23553 1, -0.552808, 1, 0, 0.464776,0.00257025) ,
23557 -1, 0, 1, -99, 0.803738,0.166835) ,
23558 0, 1.38673, 1, 0, 0.495,0.0077199) );
23560 fBoostWeights.push_back(1);
23567 -1, 0, 1, -99, 0.296875,-0.00655267) ,
23571 -1, 0, 1, -99, 0.801724,0.0847906) ,
23572 3, 0.582272, 1, 0, 0.463878,0.0088155) ,
23576 -1, 0, 1, -99, 0.843137,-0.147857) ,
23577 3, 1.83964, 1, 0, 0.4974,0.00425983) );
23579 fBoostWeights.push_back(1);
23586 -1, 0, 1, -99, 0.380282,0.143245) ,
23590 -1, 0, 1, -99, 0.452632,0.0321367) ,
23591 0, -1.66656, 1, 0, 0.441242,0.0198273) ,
23596 -1, 0, 1, -99, 0.521472,-0.0533747) ,
23600 -1, 0, 1, -99, 0.6,0.0270231) ,
23601 0, 0.459361, 1, 0, 0.565452,-0.0029592) ,
23602 0, -0.285419, 1, 0, 0.518456,0.00566219) );
23604 fBoostWeights.push_back(1);
23610 -1, 0, 1, -99, 0.258065,-0.150421) ,
23615 -1, 0, 1, -99, 0.429782,0.0177375) ,
23619 -1, 0, 1, -99, 0.75,-0.0591303) ,
23620 2, 0.596339, 1, 0, 0.525467,-0.00184129) ,
23621 0, -1.70598, 1, 0, 0.512097,-0.00561685) );
23623 fBoostWeights.push_back(1);
23629 -1, 0, 1, -99, 0.152941,-0.11062) ,
23634 -1, 0, 1, -99, 0.359116,0.0479925) ,
23638 -1, 0, 1, -99, 0.545551,-0.0313903) ,
23639 1, -0.830512, 1, 0, 0.515556,-0.00592265) ,
23640 1, -1.58794, 1, 0, 0.490083,-0.00929337) );
23642 fBoostWeights.push_back(1);
23649 -1, 0, 1, -99, 0.175532,-0.0342094) ,
23653 -1, 0, 1, -99, 0.218868,0.0977294) ,
23654 1, -0.908133, 1, 0, 0.200883,0.0113172) ,
23659 -1, 0, 1, -99, 0.418919,-0.100076) ,
23663 -1, 0, 1, -99, 0.702703,-0.0159013) ,
23664 3, -0.0478283, 1, 0, 0.675676,-0.0101243) ,
23665 3, -0.302435, 1, 0, 0.500813,-0.00222757) );
23667 fBoostWeights.push_back(1);
23674 -1, 0, 1, -99, 0.323944,0.0186819) ,
23678 -1, 0, 1, -99, 0.452381,0.183136) ,
23679 0, -1.27763, 1, 0, 0.371681,0.0304245) ,
23684 -1, 0, 1, -99, 0.136842,-0.115188) ,
23688 -1, 0, 1, -99, 0.558753,-0.00263532) ,
23689 2, -1.13521, 1, 0, 0.515608,-0.00573278) ,
23690 0, -0.893358, 1, 0, 0.487446,0.00134215) );
23692 fBoostWeights.push_back(1);
23699 -1, 0, 1, -99, 0.231481,-0.0261102) ,
23703 -1, 0, 1, -99, 0.586667,-0.128687) ,
23704 3, 0.0813372, 1, 0, 0.274797,-0.0146447) ,
23709 -1, 0, 1, -99, 0.8,0.0892508) ,
23713 -1, 0, 1, -99, 0.744444,-0.0427394) ,
23714 2, 1.10935, 1, 0, 0.780952,0.0153309) ,
23715 3, 0.278571, 1, 0, 0.507895,-0.000840116) );
23717 fBoostWeights.push_back(1);
23724 -1, 0, 1, -99, 0.0933333,0.131867) ,
23728 -1, 0, 1, -99, 0.458225,-0.0359568) ,
23729 3, -1.86359, 1, 0, 0.425684,-0.00845892) ,
23734 -1, 0, 1, -99, 0.616438,0.191941) ,
23738 -1, 0, 1, -99, 0.632353,0.0122765) ,
23739 0, 0.763026, 1, 0, 0.628986,0.0165045) ,
23740 0, 0.646842, 1, 0, 0.484823,-0.00119721) );
23745 inline void ReadBDTG::Clear()
23747 for (
unsigned int itree=0; itree<fForest.size(); itree++) {
23748 delete fForest[itree];
23751 inline double ReadBDTG::GetMvaValue(
const std::vector<double>& inputValues )
const 23757 if (!IsStatusClean()) {
23758 std::cout <<
"Problem in class \"" << fClassName <<
"\": cannot return classifier response" 23759 <<
" because status is dirty" << std::endl;
23763 if (IsNormalised()) {
23765 std::vector<double> iV;
23766 iV.reserve(inputValues.size());
23768 for (std::vector<double>::const_iterator varIt = inputValues.begin();
23769 varIt != inputValues.end(); varIt++, ivar++) {
23770 iV.push_back(NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ));
23772 retval = GetMvaValue__( iV );
23775 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