J Friedman's RuleFit method.
Definition at line 50 of file RuleFitAPI.h.
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void | FillIntParmsDef () |
| set default int params More...
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void | FillRealParmsDef () |
| set default real params More...
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TString | GetRFName (TString name) |
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void | ImportSetup () |
| import setup from MethodRuleFit More...
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void | InitRuleFit () |
| default initialisation SetRFWorkDir("./rulefit"); More...
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Bool_t | OpenRFile (TString name, std::ofstream &f) |
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Bool_t | OpenRFile (TString name, std::ifstream &f) |
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Int_t | ReadFloat (std::ifstream &f, Float_t *v, Int_t n=1) const |
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Int_t | ReadInt (std::ifstream &f, Int_t *v, Int_t n=1) const |
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Bool_t | ReadIntParms () |
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Bool_t | ReadLx () |
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Bool_t | ReadProgram () |
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Bool_t | ReadRealParms () |
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Bool_t | ReadRealVarImp () |
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Bool_t | ReadRfOut () |
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Bool_t | ReadRfStatus () |
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Bool_t | ReadRuleFitMod () |
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Bool_t | ReadRuleFitSum () |
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Bool_t | ReadTrainW () |
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Bool_t | ReadTrainX () |
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Bool_t | ReadTrainY () |
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Bool_t | ReadVarImp () |
| read variable importance More...
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Bool_t | ReadVarNames () |
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Bool_t | ReadYhat () |
| read the score More...
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Int_t | RunRuleFit () |
| execute rf_go.exe More...
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void | SetRFPredict () |
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void | SetRFTrain () |
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void | SetRFVarimp () |
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void | SetTestParms () |
| set the test params More...
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void | SetTrainParms () |
| set the training parameters More...
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Bool_t | WriteAll () |
| write all files read by rf_go.exe More...
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Bool_t | WriteFloat (std::ofstream &f, const Float_t *v, Int_t n=1) |
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Bool_t | WriteInt (std::ofstream &f, const Int_t *v, Int_t n=1) |
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Bool_t | WriteIntParms () |
| write int params file More...
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Bool_t | WriteLx () |
| Save input variable mask. More...
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Bool_t | WriteProgram () |
| write command to rf_go.exe More...
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Bool_t | WriteRealParms () |
| write int params file More...
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Bool_t | WriteRealVarImp () |
| write the minimum importance to be considered More...
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Bool_t | WriteRfOut () |
| written by rf_go.exe; write rulefit output (rfout) More...
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Bool_t | WriteRfStatus () |
| written by rf_go.exe; write rulefit status More...
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Bool_t | WriteRuleFitMod () |
| written by rf_go.exe (NOTE:Format unknown!) More...
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Bool_t | WriteRuleFitSum () |
| written by rf_go.exe (NOTE: format unknown!) More...
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Bool_t | WriteTest () |
| Write test data. More...
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Bool_t | WriteTrain () |
| write training data, column wise More...
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Bool_t | WriteVarImp () |
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Bool_t | WriteVarNames () |
| write variable names, ascii More...
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Bool_t | WriteYhat () |
| written by rf_go.exe More...
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#include <TMVA/RuleFitAPI.h>
◆ EModel
enum TMVA::RuleFitAPI::EModel |
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Enumerator |
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kRfLinear | |
kRfRules | |
kRfBoth | |
Definition at line 84 of file RuleFitAPI.h.
◆ ERFMode
enum TMVA::RuleFitAPI::ERFMode |
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Enumerator |
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kRfRegress | |
kRfClass | |
Definition at line 83 of file RuleFitAPI.h.
◆ ERFProgram
enum TMVA::RuleFitAPI::ERFProgram |
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Enumerator |
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kRfTrain | |
kRfPredict | |
kRfVarimp | |
Definition at line 85 of file RuleFitAPI.h.
◆ RuleFitAPI() [1/2]
◆ ~RuleFitAPI()
TMVA::RuleFitAPI::~RuleFitAPI |
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◆ RuleFitAPI() [2/2]
TMVA::RuleFitAPI::RuleFitAPI |
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◆ CheckRFWorkDir()
void TMVA::RuleFitAPI::CheckRFWorkDir |
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check if the rulefit work dir is properly setup.
it aborts (kFATAL) if not.
Check existence of directory
Definition at line 168 of file RuleFitAPI.cxx.
◆ FillIntParmsDef()
void TMVA::RuleFitAPI::FillIntParmsDef |
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◆ FillRealParmsDef()
void TMVA::RuleFitAPI::FillRealParmsDef |
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◆ GetRFName()
◆ GetRFWorkDir()
const TString TMVA::RuleFitAPI::GetRFWorkDir |
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const |
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◆ HowtoSetupRF()
void TMVA::RuleFitAPI::HowtoSetupRF |
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◆ ImportSetup()
void TMVA::RuleFitAPI::ImportSetup |
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◆ InitRuleFit()
void TMVA::RuleFitAPI::InitRuleFit |
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default initialisation SetRFWorkDir("./rulefit");
Definition at line 124 of file RuleFitAPI.cxx.
◆ OpenRFile() [1/2]
Bool_t TMVA::RuleFitAPI::OpenRFile |
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TString |
name, |
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std::ofstream & |
f |
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◆ OpenRFile() [2/2]
Bool_t TMVA::RuleFitAPI::OpenRFile |
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TString |
name, |
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std::ifstream & |
f |
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◆ ReadFloat()
Int_t TMVA::RuleFitAPI::ReadFloat |
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std::ifstream & |
f, |
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Float_t * |
v, |
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Int_t |
n = 1 |
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◆ ReadInt()
Int_t TMVA::RuleFitAPI::ReadInt |
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std::ifstream & |
f, |
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Int_t * |
v, |
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Int_t |
n = 1 |
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◆ ReadIntParms()
Bool_t TMVA::RuleFitAPI::ReadIntParms |
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◆ ReadLx()
Bool_t TMVA::RuleFitAPI::ReadLx |
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◆ ReadModelSum()
Bool_t TMVA::RuleFitAPI::ReadModelSum |
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◆ ReadProgram()
Bool_t TMVA::RuleFitAPI::ReadProgram |
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◆ ReadRealParms()
Bool_t TMVA::RuleFitAPI::ReadRealParms |
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◆ ReadRealVarImp()
Bool_t TMVA::RuleFitAPI::ReadRealVarImp |
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◆ ReadRfOut()
Bool_t TMVA::RuleFitAPI::ReadRfOut |
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◆ ReadRfStatus()
Bool_t TMVA::RuleFitAPI::ReadRfStatus |
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◆ ReadRuleFitMod()
Bool_t TMVA::RuleFitAPI::ReadRuleFitMod |
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◆ ReadRuleFitSum()
Bool_t TMVA::RuleFitAPI::ReadRuleFitSum |
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◆ ReadTrainW()
Bool_t TMVA::RuleFitAPI::ReadTrainW |
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◆ ReadTrainX()
Bool_t TMVA::RuleFitAPI::ReadTrainX |
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◆ ReadTrainY()
Bool_t TMVA::RuleFitAPI::ReadTrainY |
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◆ ReadVarImp()
Bool_t TMVA::RuleFitAPI::ReadVarImp |
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◆ ReadVarNames()
Bool_t TMVA::RuleFitAPI::ReadVarNames |
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◆ ReadYhat()
Bool_t TMVA::RuleFitAPI::ReadYhat |
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◆ RunRuleFit()
Int_t TMVA::RuleFitAPI::RunRuleFit |
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◆ SetRFPredict()
void TMVA::RuleFitAPI::SetRFPredict |
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◆ SetRFTrain()
void TMVA::RuleFitAPI::SetRFTrain |
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◆ SetRFVarimp()
void TMVA::RuleFitAPI::SetRFVarimp |
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◆ SetRFWorkDir()
void TMVA::RuleFitAPI::SetRFWorkDir |
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const char * |
wdir | ) |
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set the directory containing rf_go.exe.
Definition at line 157 of file RuleFitAPI.cxx.
◆ SetTestParms()
void TMVA::RuleFitAPI::SetTestParms |
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◆ SetTrainParms()
void TMVA::RuleFitAPI::SetTrainParms |
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◆ TestRuleFit()
void TMVA::RuleFitAPI::TestRuleFit |
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◆ TrainRuleFit()
void TMVA::RuleFitAPI::TrainRuleFit |
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◆ VarImp()
void TMVA::RuleFitAPI::VarImp |
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◆ WelcomeMessage()
void TMVA::RuleFitAPI::WelcomeMessage |
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◆ WriteAll()
Bool_t TMVA::RuleFitAPI::WriteAll |
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◆ WriteFloat()
◆ WriteInt()
Bool_t TMVA::RuleFitAPI::WriteInt |
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std::ofstream & |
f, |
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const Int_t * |
v, |
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Int_t |
n = 1 |
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◆ WriteIntParms()
Bool_t TMVA::RuleFitAPI::WriteIntParms |
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◆ WriteLx()
Bool_t TMVA::RuleFitAPI::WriteLx |
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Save input variable mask.
If the lx vector size is not the same as inputVars, resize it and fill it with 1 NOTE: Always set all to 1 if (fRFLx.size() != m_inputVars->size()) {
Definition at line 293 of file RuleFitAPI.cxx.
◆ WriteProgram()
Bool_t TMVA::RuleFitAPI::WriteProgram |
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◆ WriteRealParms()
Bool_t TMVA::RuleFitAPI::WriteRealParms |
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◆ WriteRealVarImp()
Bool_t TMVA::RuleFitAPI::WriteRealVarImp |
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write the minimum importance to be considered
Definition at line 335 of file RuleFitAPI.cxx.
◆ WriteRfOut()
Bool_t TMVA::RuleFitAPI::WriteRfOut |
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written by rf_go.exe; write rulefit output (rfout)
Definition at line 349 of file RuleFitAPI.cxx.
◆ WriteRfStatus()
Bool_t TMVA::RuleFitAPI::WriteRfStatus |
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written by rf_go.exe; write rulefit status
Definition at line 358 of file RuleFitAPI.cxx.
◆ WriteRuleFitMod()
Bool_t TMVA::RuleFitAPI::WriteRuleFitMod |
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written by rf_go.exe (NOTE:Format unknown!)
Definition at line 367 of file RuleFitAPI.cxx.
◆ WriteRuleFitSum()
Bool_t TMVA::RuleFitAPI::WriteRuleFitSum |
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written by rf_go.exe (NOTE: format unknown!)
Definition at line 376 of file RuleFitAPI.cxx.
◆ WriteTest()
Bool_t TMVA::RuleFitAPI::WriteTest |
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◆ WriteTrain()
Bool_t TMVA::RuleFitAPI::WriteTrain |
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◆ WriteVarImp()
Bool_t TMVA::RuleFitAPI::WriteVarImp |
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◆ WriteVarNames()
Bool_t TMVA::RuleFitAPI::WriteVarNames |
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◆ WriteYhat()
Bool_t TMVA::RuleFitAPI::WriteYhat |
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◆ fLogger
◆ fMethodRuleFit
◆ fModelType
TString TMVA::RuleFitAPI::fModelType |
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◆ fRFIntParms
◆ fRFLx
std::vector<int> TMVA::RuleFitAPI::fRFLx |
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◆ fRFProgram
◆ fRFRealParms
◆ fRFVarImp
std::vector<Float_t> TMVA::RuleFitAPI::fRFVarImp |
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◆ fRFVarImpInd
std::vector<Int_t> TMVA::RuleFitAPI::fRFVarImpInd |
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◆ fRFWorkDir
TString TMVA::RuleFitAPI::fRFWorkDir |
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◆ fRFYhat
std::vector<Float_t> TMVA::RuleFitAPI::fRFYhat |
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◆ fRuleFit
RuleFit* TMVA::RuleFitAPI::fRuleFit |
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The documentation for this class was generated from the following files: