A++ » TMVA » TMVA::RuleFitAPI

class TMVA::RuleFitAPI


RuleFitAPI

J Friedman's RuleFit method

Function Members (Methods)

public:
virtual~RuleFitAPI()
voidCheckRFWorkDir()
static TClass*Class()
const TStringGetRFWorkDir() const
voidHowtoSetupRF()
virtual TClass*IsA() const
TMVA::RuleFitAPI&operator=(const TMVA::RuleFitAPI&)
Bool_tReadModelSum()
TMVA::RuleFitAPIRuleFitAPI(const TMVA::RuleFitAPI&)
TMVA::RuleFitAPIRuleFitAPI(const TMVA::MethodRuleFit* rfbase, TMVA::RuleFit* rulefit, TMVA::EMsgType minType)
voidSetRFWorkDir(const char* wdir)
virtual voidShowMembers(TMemberInspector& insp) const
virtual voidStreamer(TBuffer&)
voidStreamerNVirtual(TBuffer& ClassDef_StreamerNVirtual_b)
voidTestRuleFit()
voidTrainRuleFit()
voidVarImp()
voidWelcomeMessage()
private:
TMVA::RuleFitAPIRuleFitAPI()

Data Members

protected:
static TMVA::RuleFitAPI::EModelkRfBoth
static TMVA::RuleFitAPI::ERFModekRfClass
static TMVA::RuleFitAPI::EModelkRfLinear
static TMVA::RuleFitAPI::ERFProgramkRfPredict
static TMVA::RuleFitAPI::ERFModekRfRegress
static TMVA::RuleFitAPI::EModelkRfRules
static TMVA::RuleFitAPI::ERFProgramkRfTrain
static TMVA::RuleFitAPI::ERFProgramkRfVarimp
private:
TMVA::MsgLoggerfLoggermessage logger
const TMVA::MethodRuleFit*fMethodRuleFitparent method - set in constructor
TStringfModelTypemodel type string
TMVA::RuleFitAPI::IntParmsfRFIntParmsinteger parameters
vector<int>fRFLxvariable selector
TMVA::RuleFitAPI::ERFProgramfRFProgramwhat to run
TMVA::RuleFitAPI::RealParmsfRFRealParmsreal parameters
vector<Float_t>fRFVarImpvariable importances
vector<Int_t>fRFVarImpIndvariable index
TStringfRFWorkDirworking directory
vector<Float_t>fRFYhatscore results from test sample
TMVA::RuleFit*fRuleFitnon const ptr to RuleFit class in MethodRuleFit

Class Charts

Inheritance Chart:
TMVA::RuleFitAPI

Function documentation

void TrainRuleFit()




void TestRuleFit()






void VarImp()






TString GetRFName(TString name)






Bool_t OpenRFile(TString name, ofstream& f)






Bool_t OpenRFile(TString name, ifstream& f)






Bool_t WriteInt(ofstream& f, const Int_t* v, Int_t n = 1)






Bool_t WriteFloat(ofstream& f, const Float_t* v, Int_t n = 1)






Int_t ReadInt(ifstream& f, Int_t* v, Int_t n = 1) const






Int_t ReadFloat(ifstream& f, Float_t* v, Int_t n = 1) const






 RuleFitAPI(const TMVA::MethodRuleFit* rfbase, TMVA::RuleFit* rulefit, TMVA::EMsgType minType)




virtual ~RuleFitAPI()




void WelcomeMessage()


 welcome message





void HowtoSetupRF()


 message on howto get the binary





void SetRFWorkDir(const char* wdir)


 Set RuleFit working directory





void CheckRFWorkDir()


 Check RF work dir - aborts if it fails





Bool_t ReadModelSum()


 read result into MethodRuleFit





const TString GetRFWorkDir() const


 Get working directory




{ return fRFWorkDir; }






void InitRuleFit()


 setup





void FillRealParmsDef()




void FillIntParmsDef()




void ImportSetup()




void SetTrainParms()




void SetTestParms()




Int_t RunRuleFit()


 run





void SetRFTrain()


 set rf_go.exe running mode




{ fRFProgram = kRfTrain; }






void SetRFPredict()



{ fRFProgram = kRfPredict; }






void SetRFVarimp()



{ fRFProgram = kRfVarimp; }






Bool_t WriteAll()


 write rf_go.exe i/o files





Bool_t WriteIntParms()




Bool_t WriteRealParms()




Bool_t WriteLx()




Bool_t WriteProgram()




Bool_t WriteRealVarImp()




Bool_t WriteRfOut()




Bool_t WriteRfStatus()




Bool_t WriteRuleFitMod()




Bool_t WriteRuleFitSum()




Bool_t WriteTrain()




Bool_t WriteVarNames()




Bool_t WriteVarImp()




Bool_t WriteYhat()




Bool_t WriteTest()




Bool_t ReadYhat()


 read rf_go.exe i/o files





Bool_t ReadIntParms()




Bool_t ReadRealParms()




Bool_t ReadLx()




Bool_t ReadProgram()




Bool_t ReadRealVarImp()




Bool_t ReadRfOut()




Bool_t ReadRfStatus()




Bool_t ReadRuleFitMod()




Bool_t ReadRuleFitSum()




Bool_t ReadTrainX()




Bool_t ReadTrainY()




Bool_t ReadTrainW()




Bool_t ReadVarNames()




Bool_t ReadVarImp()




 RuleFitAPI()


 prevent empty constructor from being used