 |
ROOT
Reference Guide |
|
| |
ROOT
Reference Guide |
|
Class for categorizing the phase space.
This class is meant to allow categorisation of the data. For different categories, different classifiers may be booked and different variables may be considered. The aim is to account for the difference that is due to different locations/angles.
Definition at line 58 of file MethodCategory.h.
Public Types | |
| enum | { kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff } |
| enum | { kSingleKey = (1ULL << ( 0 )) , kOverwrite = (1ULL << ( 1 )) , kWriteDelete = (1ULL << ( 2 )) } |
| enum | EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) } |
| enum | EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 13 )) } |
| enum | EWeightFileType { kROOT =0 , kTEXT } |
Public Member Functions | |
| MethodCategory (const TString &jobName, const TString &methodTitle, DataSetInfo &theData, const TString &theOption="") | |
| standard constructor | |
| MethodCategory (DataSetInfo &dsi, const TString &theWeightFile) | |
| constructor from weight file | |
| virtual | ~MethodCategory (void) |
| destructor | |
| void | AbstractMethod (const char *method) const |
| Call this function within a function that you don't want to define as purely virtual, in order not to force all users deriving from that class to implement that maybe (on their side) unused function; but at the same time, emit a run-time warning if they try to call it, telling that it is not implemented in the derived class: action must thus be taken on the user side to override it. | |
| TMVA::IMethod * | AddMethod (const TCut &, const TString &theVariables, Types::EMVA theMethod, const TString &theTitle, const TString &theOptions) |
| adds sub-classifier for a category | |
| void | AddOptionsXMLTo (void *parent) const |
| write options to XML file | |
| void | AddOutput (Types::ETreeType type, Types::EAnalysisType analysisType) |
| template<class T > | |
| void | AddPreDefVal (const T &) |
| template<class T > | |
| void | AddPreDefVal (const TString &optname, const T &) |
| void | AddWeightsXMLTo (void *parent) const override |
| create XML description of Category classifier | |
| virtual void | AppendPad (Option_t *option="") |
| Append graphics object to current pad. | |
| TDirectory * | BaseDir () const |
| returns the ROOT directory where info/histograms etc of the corresponding MVA method instance are stored | |
| virtual void | Browse (TBrowser *b) |
| Browse object. May be overridden for another default action. | |
| ULong_t | CheckedHash () |
| Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object. | |
| void | CheckForUnusedOptions () const |
| checks for unused options in option string | |
| virtual void | CheckSetup () |
| check may be overridden by derived class (sometimes, eg, fitters are used which can only be implemented during training phase) | |
| virtual const char * | ClassName () const |
| Returns name of class to which the object belongs. | |
| void | Clear (Option_t *option="") override |
| Set name and title to empty strings (""). | |
| TObject * | Clone (const char *newname="") const override |
| Make a clone of an object using the Streamer facility. | |
| Int_t | Compare (const TObject *obj) const override |
| Compare two TNamed objects. | |
| void | Copy (TObject &named) const override |
| Copy this to obj. | |
| const Ranking * | CreateRanking () override |
| no ranking | |
| DataSet * | Data () const |
| DataSetInfo & | DataInfo () const |
| virtual void | DeclareCompatibilityOptions () |
| options that are used ONLY for the READER to ensure backward compatibility they are hence without any effect (the reader is only reading the training options that HAD been used at the training of the .xml weight file at hand | |
| template<class T > | |
| TMVA::OptionBase * | DeclareOptionRef (T &ref, const TString &name, const TString &desc) |
| template<class T > | |
| OptionBase * | DeclareOptionRef (T &ref, const TString &name, const TString &desc="") |
| template<class T > | |
| TMVA::OptionBase * | DeclareOptionRef (T *&ref, Int_t size, const TString &name, const TString &desc) |
| template<class T > | |
| OptionBase * | DeclareOptionRef (T *&ref, Int_t size, const TString &name, const TString &desc="") |
| virtual void | Delete (Option_t *option="") |
| Delete this object. | |
| void | DisableWriting (Bool_t setter) |
| virtual Int_t | DistancetoPrimitive (Int_t px, Int_t py) |
| Computes distance from point (px,py) to the object. | |
| Bool_t | DoMulticlass () const |
| Bool_t | DoRegression () const |
| virtual void | Draw (Option_t *option="") |
| Default Draw method for all objects. | |
| virtual void | DrawClass () const |
| Draw class inheritance tree of the class to which this object belongs. | |
| virtual TObject * | DrawClone (Option_t *option="") const |
Draw a clone of this object in the current selected pad with: gROOT->SetSelectedPad(c1). | |
| virtual void | Dump () const |
| Dump contents of object on stdout. | |
| virtual void | Error (const char *method, const char *msgfmt,...) const |
| Issue error message. | |
| virtual void | Execute (const char *method, const char *params, Int_t *error=nullptr) |
| Execute method on this object with the given parameter string, e.g. | |
| virtual void | Execute (TMethod *method, TObjArray *params, Int_t *error=nullptr) |
| Execute method on this object with parameters stored in the TObjArray. | |
| virtual void | ExecuteEvent (Int_t event, Int_t px, Int_t py) |
| Execute action corresponding to an event at (px,py). | |
| virtual void | Fatal (const char *method, const char *msgfmt,...) const |
| Issue fatal error message. | |
| virtual void | FillBuffer (char *&buffer) |
| Encode TNamed into output buffer. | |
| virtual TObject * | FindObject (const char *name) const |
| Must be redefined in derived classes. | |
| virtual TObject * | FindObject (const TObject *obj) const |
| Must be redefined in derived classes. | |
| Types::EAnalysisType | GetAnalysisType () const |
| const char * | GetConfigDescription () const |
| const char * | GetConfigName () const |
| virtual Option_t * | GetDrawOption () const |
| Get option used by the graphics system to draw this object. | |
| virtual Double_t | GetEfficiency (const TString &, Types::ETreeType, Double_t &err) |
| fill background efficiency (resp. | |
| const Event * | GetEvent () const |
| const Event * | GetEvent (const TMVA::Event *ev) const |
| const Event * | GetEvent (Long64_t ievt) const |
| const Event * | GetEvent (Long64_t ievt, Types::ETreeType type) const |
| const std::vector< TMVA::Event * > & | GetEventCollection (Types::ETreeType type) |
| returns the event collection (i.e. | |
| TFile * | GetFile () const |
| virtual const char * | GetIconName () const |
| Returns mime type name of object. | |
| const TString & | GetInputLabel (Int_t i) const |
| const char * | GetInputTitle (Int_t i) const |
| const TString & | GetInputVar (Int_t i) const |
| const TString & | GetJobName () const |
| virtual Double_t | GetKSTrainingVsTest (Char_t SorB, TString opt="X") |
| virtual Double_t | GetMaximumSignificance (Double_t SignalEvents, Double_t BackgroundEvents, Double_t &optimal_significance_value) const |
| plot significance, \( \frac{S}{\sqrt{S^2 + B^2}} \), curve for given number of signal and background events; returns cut for maximum significance also returned via reference is the maximum significance | |
| Double_t | GetMean (Int_t ivar) const |
| const TString & | GetMethodName () const |
| Types::EMVA | GetMethodType () const |
| TString | GetMethodTypeName () const |
| virtual TMatrixD | GetMulticlassConfusionMatrix (Double_t effB, Types::ETreeType type) |
| Construct a confusion matrix for a multiclass classifier. | |
| virtual std::vector< Float_t > | GetMulticlassEfficiency (std::vector< std::vector< Float_t > > &purity) |
| virtual std::vector< Float_t > | GetMulticlassTrainingEfficiency (std::vector< std::vector< Float_t > > &purity) |
| const std::vector< Float_t > & | GetMulticlassValues () override |
| returns the mva values of the multi-class right sub-classifier | |
| Double_t | GetMvaValue (const TMVA::Event *const ev, Double_t *err=nullptr, Double_t *errUpper=nullptr) |
| Double_t | GetMvaValue (Double_t *err=nullptr, Double_t *errUpper=nullptr) override |
| returns the mva value of the right sub-classifier | |
| const char * | GetName () const override |
| UInt_t | GetNEvents () const |
| UInt_t | GetNTargets () const |
| UInt_t | GetNvar () const |
| UInt_t | GetNVariables () const |
| virtual char * | GetObjectInfo (Int_t px, Int_t py) const |
| Returns string containing info about the object at position (px,py). | |
| virtual Option_t * | GetOption () const |
| const TString & | GetOptions () const |
| virtual Double_t | GetProba (const Event *ev) |
| virtual Double_t | GetProba (Double_t mvaVal, Double_t ap_sig) |
| compute likelihood ratio | |
| const TString | GetProbaName () const |
| virtual Double_t | GetRarity (Double_t mvaVal, Types::ESBType reftype=Types::kBackground) const |
| compute rarity: | |
| virtual void | GetRegressionDeviation (UInt_t tgtNum, Types::ETreeType type, Double_t &stddev, Double_t &stddev90Percent) const |
| const std::vector< Float_t > & | GetRegressionValues () override |
| returns the mva value of the right sub-classifier | |
| const std::vector< Float_t > & | GetRegressionValues (const TMVA::Event *const ev) |
| Double_t | GetRMS (Int_t ivar) const |
| virtual Double_t | GetROCIntegral (PDF *pdfS=nullptr, PDF *pdfB=nullptr) const |
| calculate the area (integral) under the ROC curve as a overall quality measure of the classification | |
| virtual Double_t | GetROCIntegral (TH1D *histS, TH1D *histB) const |
| calculate the area (integral) under the ROC curve as a overall quality measure of the classification | |
| virtual Double_t | GetSeparation (PDF *pdfS=nullptr, PDF *pdfB=nullptr) const |
| compute "separation" defined as | |
| virtual Double_t | GetSeparation (TH1 *, TH1 *) const |
| compute "separation" defined as | |
| Double_t | GetSignalReferenceCut () const |
| Double_t | GetSignalReferenceCutOrientation () const |
| virtual Double_t | GetSignificance () const |
| compute significance of mean difference | |
| const Event * | GetTestingEvent (Long64_t ievt) const |
| Double_t | GetTestTime () const |
| const TString & | GetTestvarName () const |
| const char * | GetTitle () const override |
| Returns title of object. | |
| virtual Double_t | GetTrainingEfficiency (const TString &) |
| const Event * | GetTrainingEvent (Long64_t ievt) const |
| virtual const std::vector< Float_t > & | GetTrainingHistory (const char *) |
| UInt_t | GetTrainingROOTVersionCode () const |
| TString | GetTrainingROOTVersionString () const |
| calculates the ROOT version string from the training version code on the fly | |
| UInt_t | GetTrainingTMVAVersionCode () const |
| TString | GetTrainingTMVAVersionString () const |
| calculates the TMVA version string from the training version code on the fly | |
| Double_t | GetTrainTime () const |
| TransformationHandler & | GetTransformationHandler (Bool_t takeReroutedIfAvailable=true) |
| const TransformationHandler & | GetTransformationHandler (Bool_t takeReroutedIfAvailable=true) const |
| virtual UInt_t | GetUniqueID () const |
| Return the unique object id. | |
| TString | GetWeightFileName () const |
| retrieve weight file name | |
| Double_t | GetXmax (Int_t ivar) const |
| Double_t | GetXmin (Int_t ivar) const |
| virtual Bool_t | HandleTimer (TTimer *timer) |
| Execute action in response of a timer timing out. | |
| Bool_t | HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t) override |
| check whether method category has analysis type the method type has to be the same for all sub-methods | |
| ULong_t | Hash () const override |
| Return hash value for this object. | |
| Bool_t | HasInconsistentHash () const |
| Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e. | |
| Bool_t | HasMVAPdfs () const |
| virtual void | Info (const char *method, const char *msgfmt,...) const |
| Issue info message. | |
| virtual Bool_t | InheritsFrom (const char *classname) const |
| Returns kTRUE if object inherits from class "classname". | |
| virtual Bool_t | InheritsFrom (const TClass *cl) const |
| Returns kTRUE if object inherits from TClass cl. | |
| virtual void | Inspect () const |
| Dump contents of this object in a graphics canvas. | |
| void | InvertBit (UInt_t f) |
| TClass * | IsA () const override |
| Bool_t | IsDestructed () const |
| IsDestructed. | |
| virtual Bool_t | IsEqual (const TObject *obj) const |
| Default equal comparison (objects are equal if they have the same address in memory). | |
| virtual Bool_t | IsFolder () const |
| Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). | |
| Bool_t | IsModelPersistence () const |
| R__ALWAYS_INLINE Bool_t | IsOnHeap () const |
| virtual Bool_t | IsSignalLike () |
| uses a pre-set cut on the MVA output (SetSignalReferenceCut and SetSignalReferenceCutOrientation) for a quick determination if an event would be selected as signal or background | |
| virtual Bool_t | IsSignalLike (Double_t mvaVal) |
| uses a pre-set cut on the MVA output (SetSignalReferenceCut and SetSignalReferenceCutOrientation) for a quick determination if an event with this mva output value would be selected as signal or background | |
| Bool_t | IsSilentFile () const |
| Bool_t | IsSortable () const override |
| R__ALWAYS_INLINE Bool_t | IsZombie () const |
| MsgLogger & | Log () const |
| void | ls (Option_t *option="") const override |
| List TNamed name and title. | |
| void | MakeClass (const TString &=TString("")) const override |
| create reader class for method (classification only at present) | |
| void | MayNotUse (const char *method) const |
| Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary). | |
| TDirectory * | MethodBaseDir () const |
| returns the ROOT directory where all instances of the corresponding MVA method are stored | |
| virtual Bool_t | Notify () |
| This method must be overridden to handle object notification (the base implementation is no-op). | |
| void | Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const |
| Use this method to declare a method obsolete. | |
| void | operator delete (void *, size_t) |
| Operator delete for sized deallocation. | |
| void | operator delete (void *ptr) |
| Operator delete. | |
| void | operator delete (void *ptr, void *vp) |
| Only called by placement new when throwing an exception. | |
| void | operator delete[] (void *, size_t) |
| Operator delete [] for sized deallocation. | |
| void | operator delete[] (void *ptr) |
| Operator delete []. | |
| void | operator delete[] (void *ptr, void *vp) |
| Only called by placement new[] when throwing an exception. | |
| void * | operator new (size_t sz) |
| void * | operator new (size_t sz, void *vp) |
| void * | operator new[] (size_t sz) |
| void * | operator new[] (size_t sz, void *vp) |
| virtual std::map< TString, Double_t > | OptimizeTuningParameters (TString fomType="ROCIntegral", TString fitType="FitGA") |
| call the Optimizer with the set of parameters and ranges that are meant to be tuned. | |
| virtual void | Paint (Option_t *option="") |
| This method must be overridden if a class wants to paint itself. | |
| virtual void | ParseOptions () |
| options parser | |
| virtual void | Pop () |
| Pop on object drawn in a pad to the top of the display list. | |
| void | Print (Option_t *option="") const override |
| Print TNamed name and title. | |
| void | PrintHelpMessage () const override |
| prints out method-specific help method | |
| void | PrintOptions () const |
| prints out the options set in the options string and the defaults | |
| void | ProcessSetup () |
| process all options the "CheckForUnusedOptions" is done in an independent call, since it may be overridden by derived class (sometimes, eg, fitters are used which can only be implemented during training phase) | |
| virtual Int_t | Read (const char *name) |
| Read contents of object with specified name from the current directory. | |
| void | ReadOptionsFromStream (std::istream &istr) |
| read option back from the weight file | |
| void | ReadOptionsFromXML (void *node) |
| void | ReadStateFromFile () |
| Function to write options and weights to file. | |
| void | ReadStateFromStream (std::istream &tf) |
| read the header from the weight files of the different MVA methods | |
| void | ReadStateFromStream (TFile &rf) |
| write reference MVA distributions (and other information) to a ROOT type weight file | |
| void | ReadStateFromXMLString (const char *xmlstr) |
| for reading from memory | |
| void | ReadWeightsFromStream (std::istream &) override=0 |
| void | ReadWeightsFromStream (std::istream &istr) override |
| text streamer | |
| virtual void | ReadWeightsFromStream (TFile &) |
| void | ReadWeightsFromXML (void *wghtnode) override |
| read weights of sub-classifiers of MethodCategory from xml weight file | |
| virtual void | RecursiveRemove (TObject *obj) |
| Recursively remove this object from a list. | |
| void | RerouteTransformationHandler (TransformationHandler *fTargetTransformation) |
| virtual void | Reset () |
| void | ResetBit (UInt_t f) |
| virtual void | SaveAs (const char *filename="", Option_t *option="") const |
| Save this object in the file specified by filename. | |
| virtual void | SavePrimitive (std::ostream &out, Option_t *option="") |
| Save a primitive as a C++ statement(s) on output stream "out". | |
| virtual void | SetAnalysisType (Types::EAnalysisType type) |
| void | SetBaseDir (TDirectory *methodDir) |
| void | SetBit (UInt_t f) |
| void | SetBit (UInt_t f, Bool_t set) |
| Set or unset the user status bits as specified in f. | |
| void | SetConfigDescription (const char *d) |
| void | SetConfigName (const char *n) |
| virtual void | SetDrawOption (Option_t *option="") |
| Set drawing option for object. | |
| void | SetFile (TFile *file) |
| void | SetMethodBaseDir (TDirectory *methodDir) |
| void | SetMethodDir (TDirectory *methodDir) |
| void | SetModelPersistence (Bool_t status) |
| void | SetMsgType (EMsgType t) |
| virtual void | SetName (const char *name) |
| Set the name of the TNamed. | |
| virtual void | SetNameTitle (const char *name, const char *title) |
| Set all the TNamed parameters (name and title). | |
| void | SetOptions (const TString &s) |
| void | SetSignalReferenceCut (Double_t cut) |
| void | SetSignalReferenceCutOrientation (Double_t cutOrientation) |
| void | SetSilentFile (Bool_t status) |
| void | SetTestTime (Double_t testTime) |
| void | SetTestvarName (const TString &v="") |
| virtual void | SetTitle (const char *title="") |
| Set the title of the TNamed. | |
| void | SetTrainTime (Double_t trainTime) |
| virtual void | SetTuneParameters (std::map< TString, Double_t > tuneParameters) |
| set the tuning parameters according to the argument This is just a dummy . | |
| virtual void | SetUniqueID (UInt_t uid) |
| Set the unique object id. | |
| void | SetupMethod () |
| setup of methods | |
| virtual Int_t | Sizeof () const |
| Return size of the TNamed part of the TObject. | |
| void | Streamer (TBuffer &) override |
| void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
| virtual void | SysError (const char *method, const char *msgfmt,...) const |
| Issue system error message. | |
| R__ALWAYS_INLINE Bool_t | TestBit (UInt_t f) const |
| Int_t | TestBits (UInt_t f) const |
| virtual void | TestClassification () |
| initialization | |
| virtual void | TestMulticlass () |
| test multiclass classification | |
| virtual void | TestRegression (Double_t &bias, Double_t &biasT, Double_t &dev, Double_t &devT, Double_t &rms, Double_t &rmsT, Double_t &mInf, Double_t &mInfT, Double_t &corr, Types::ETreeType type) |
| calculate <sum-of-deviation-squared> of regression output versus "true" value from test sample | |
| void | Train (void) override |
| train all sub-classifiers | |
| void | TrainMethod () |
| virtual void | UseCurrentStyle () |
| Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. | |
| virtual void | Warning (const char *method, const char *msgfmt,...) const |
| Issue warning message. | |
| virtual Int_t | Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) |
| Write this object to the current directory. | |
| virtual Int_t | Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) const |
| Write this object to the current directory. | |
| virtual void | WriteEvaluationHistosToFile (Types::ETreeType treetype) |
| writes all MVA evaluation histograms to file | |
| void | WriteMonitoringHistosToFile () const override |
| write special monitoring histograms to file dummy implementation here --------------— | |
| void | WriteOptionsToStream (std::ostream &o, const TString &prefix) const |
| write options to output stream (e.g. in writing the MVA weight files | |
| void | WriteStateToFile () const |
| write options and weights to file note that each one text file for the main configuration information and one ROOT file for ROOT objects are created | |
Static Public Member Functions | |
| static TClass * | Class () |
| static const char * | Class_Name () |
| static constexpr Version_t | Class_Version () |
| static const char * | DeclFileName () |
| static Longptr_t | GetDtorOnly () |
| Return destructor only flag. | |
| static Bool_t | GetObjectStat () |
| Get status of object stat flag. | |
| static void | SetDtorOnly (void *obj) |
| Set destructor only flag. | |
| static void | SetObjectStat (Bool_t stat) |
| Turn on/off tracking of objects in the TObjectTable. | |
Public Attributes | |
| Bool_t | fSetupCompleted |
| TrainingHistory | fTrainHistory |
Protected Types | |
| enum | { kOnlyPrepStep = (1ULL << ( 3 )) } |
Static Protected Member Functions | |
| static void | SavePrimitiveConstructor (std::ostream &out, TClass *cl, const char *variable_name, const char *constructor_agrs="", Bool_t empty_line=kTRUE) |
| Save object constructor in the output stream "out". | |
| static void | SavePrimitiveDraw (std::ostream &out, const char *variable_name, Option_t *option=nullptr) |
| Save invocation of primitive Draw() method Skipped if option contains "nodraw" string. | |
| static TString | SavePrimitiveVector (std::ostream &out, const char *prefix, Int_t len, Double_t *arr, Int_t flag=0) |
| Save array in the output stream "out" as vector. | |
Protected Attributes | |
| Types::EAnalysisType | fAnalysisType |
| UInt_t | fBackgroundClass |
| std::vector< TCut > | fCategoryCuts |
| std::vector< UInt_t > | fCategorySpecIdx |
| MethodBase * | fCurrentMethod |
| UInt_t | fCurrentMethodIdx |
| std::vector< TString > * | fInputVars |
| MsgLogger * | fLogger |
| ! message logger | |
| std::vector< IMethod * > | fMethods |
| std::vector< Double_t > | fMethodWeight |
| std::vector< Float_t > * | fMulticlassReturnVal |
| TString | fName |
| Int_t | fNbins |
| Int_t | fNbinsH |
| Int_t | fNbinsMVAoutput |
| Ranking * | fRanking |
| std::vector< Float_t > * | fRegressionReturnVal |
| Results * | fResults |
| UInt_t | fSignalClass |
| TString | fTitle |
| DataSet * | fTmpData = nullptr |
| ! temporary dataset used when evaluating on a different data (used by MethodCategory::GetMvaValues) | |
| const Event * | fTmpEvent |
| ! temporary event when testing on a different DataSet than the own one | |
| std::vector< std::vector< UInt_t > > | fVarMaps |
| std::vector< TString > | fVars |
Private Types | |
| enum | ECutOrientation { kNegative = -1 , kPositive = +1 } |
Private Member Functions | |
| void | AddClassesXMLTo (void *parent) const |
| write class info to XML | |
| virtual void | AddClassifierOutput (Types::ETreeType type) |
| prepare tree branch with the method's discriminating variable | |
| virtual void | AddClassifierOutputProb (Types::ETreeType type) |
| prepare tree branch with the method's discriminating variable | |
| void | AddInfoItem (void *gi, const TString &name, const TString &value) const |
| xml writing | |
| virtual void | AddMulticlassOutput (Types::ETreeType type) |
| prepare tree branch with the method's discriminating variable | |
| virtual void | AddRegressionOutput (Types::ETreeType type) |
| prepare tree branch with the method's discriminating variable | |
| void | AddSpectatorsXMLTo (void *parent) const |
| write spectator info to XML | |
| void | AddTargetsXMLTo (void *parent) const |
| write target info to XML | |
| void | AddVarsXMLTo (void *parent) const |
| write variable info to XML | |
| template<class T > | |
| void | AssignOpt (const TString &name, T &valAssign) const |
| void | CreateMVAPdfs () |
| Create PDFs of the MVA output variables. | |
| void | DeclareBaseOptions () |
| define the options (their key words) that can be set in the option string here the options valid for ALL MVA methods are declared. | |
| void | DeclareOptions () override |
| options for this method | |
| ECutOrientation | GetCutOrientation () const |
| Bool_t | GetLine (std::istream &fin, char *buf) |
| reads one line from the input stream checks for certain keywords and interprets the line if keywords are found | |
| virtual Double_t | GetValueForRoot (Double_t) |
| returns efficiency as function of cut | |
| void | Init () override |
| initialize the method | |
| void | InitBase () |
| default initialization called by all constructors | |
| void | InitCircularTree (const DataSetInfo &dsi) |
| initialize the circular tree | |
| Bool_t | PassesCut (const Event *ev, UInt_t methodIdx) |
| void | ProcessBaseOptions () |
| the option string is decoded, for available options see "DeclareOptions" | |
| void | ProcessOptions () override |
| process user options | |
| void | ReadClassesFromXML (void *clsnode) |
| read number of classes from XML | |
| void | ReadSpectatorsFromXML (void *specnode) |
| read spectator info from XML | |
| void | ReadStateFromXML (void *parent) |
| void | ReadTargetsFromXML (void *tarnode) |
| read target info from XML | |
| void | ReadVariablesFromXML (void *varnode) |
| read variable info from XML | |
| void | ReadVarsFromStream (std::istream &istr) |
| Read the variables (name, min, max) for a given data transformation method from the stream. | |
| void | ResetThisBase () |
| void | SplitOptions (const TString &theOpt, TList &loo) const |
| splits the option string at ':' and fills the list 'loo' with the primitive strings | |
| void | WriteStateToStream (std::ostream &tf) const |
| general method used in writing the header of the weight files where the used variables, variable transformation type etc. | |
| void | WriteStateToXML (void *parent) const |
| general method used in writing the header of the weight files where the used variables, variable transformation type etc. | |
| void | WriteVarsToStream (std::ostream &tf, const TString &prefix="") const |
| write the list of variables (name, min, max) for a given data transformation method to the stream | |
Static Private Member Functions | |
| static void | AddToTObjectTable (TObject *) |
| Private helper function which will dispatch to TObjectTable::AddObj. | |
Private Attributes | |
| TDirectory * | fBaseDir |
| UInt_t | fBits |
| bit field status word | |
| std::vector< TTreeFormula * > | fCatFormulas |
| TTree * | fCatTree |
| ! needed in conjunction with TTreeFormulas for evaluation category expressions | |
| TString | fConfigDescription |
| description of this configurable | |
| Bool_t | fConstructedFromWeightFile |
| ECutOrientation | fCutOrientation |
| DataSetInfo & | fDataSetInfo |
| ! the data set information (sometimes needed) | |
| DataSetManager * | fDataSetManager |
| PDF * | fDefaultPDF |
| default PDF definitions | |
| TH1 * | fEffS |
| efficiency histogram for rootfinder | |
| std::vector< const std::vector< TMVA::Event * > * > | fEventCollections |
| TFile * | fFile |
| TString | fFileDir |
| unix sub-directory for weight files (default: DataLoader's Name + "weights") | |
| Bool_t | fHasMVAPdfs |
| MVA Pdfs are created for this classifier. | |
| Bool_t | fHelp |
| help flag | |
| Bool_t | fIgnoreNegWeightsInTraining |
| If true, events with negative weights are not used in training. | |
| TString | fJobName |
| OptionBase * | fLastDeclaredOption |
| ! last declared option | |
| TList | fListOfOptions |
| option list | |
| Bool_t | fLooseOptionCheckingEnabled |
| checker for option string | |
| Double_t | fMeanB |
| mean (background) | |
| Double_t | fMeanS |
| mean (signal) | |
| TDirectory * | fMethodBaseDir |
| TString | fMethodName |
| Types::EMVA | fMethodType |
| Bool_t | fModelPersistence |
| PDF * | fMVAPdfB |
| background MVA PDF | |
| PDF * | fMVAPdfS |
| signal MVA PDF | |
| Int_t | fNbinsMVAPdf |
| Bool_t | fNormalise |
| Int_t | fNsmoothMVAPdf |
| TString | fOptions |
| options string | |
| TString | fParentDir |
| method parent name, like booster name | |
| TString | fReferenceFile |
| reference file for options writing | |
| Double_t | fRmsB |
| RMS (background) | |
| Double_t | fRmsS |
| RMS (signal) | |
| UInt_t | fROOTTrainingVersion |
| Double_t | fSignalReferenceCut |
| Double_t | fSignalReferenceCutOrientation |
| Bool_t | fSilentFile |
| PDF * | fSplB |
| PDFs of MVA distribution (background) | |
| TSpline * | fSpleffBvsS |
| splines for signal eff. versus background eff. | |
| TSpline1 * | fSplRefB |
| TSpline1 * | fSplRefS |
| PDF * | fSplS |
| PDFs of MVA distribution (signal) | |
| PDF * | fSplTrainB |
| PDFs of training MVA distribution (background) | |
| TSpline * | fSplTrainEffBvsS |
| splines for training signal eff. versus background eff. | |
| TSpline1 * | fSplTrainRefB |
| TSpline1 * | fSplTrainRefS |
| PDF * | fSplTrainS |
| PDFs of training MVA distribution (signal) | |
| Double_t | fTestTime |
| TString | fTestvar |
| UInt_t | fTMVATrainingVersion |
| Double_t | fTrainTime |
| TransformationHandler | fTransformation |
| the list of transformations | |
| TransformationHandler * | fTransformationPointer |
| pointer to the rest of transformations | |
| Bool_t | fTxtWeightsOnly |
| UInt_t | fUniqueID |
| object unique identifier | |
| Bool_t | fUseDecorr |
| Types::ESBType | fVariableTransformType |
| TString | fVariableTransformTypeString |
| TString | fVarTransformString |
| labels variable transform method | |
| Bool_t | fVerbose |
| verbose flag | |
| EMsgType | fVerbosityLevel |
| verbosity level | |
| TString | fVerbosityLevelString |
| verbosity level (user input string) | |
| TString | fWeightFile |
| weight file name | |
| Double_t | fXmax |
| maximum (signal and background) | |
| Double_t | fXmin |
| minimum (signal and background) | |
Static Private Attributes | |
| static Longptr_t | fgDtorOnly = 0 |
| object for which to call dtor only (i.e. no delete) | |
| static Bool_t | fgObjectStat = kTRUE |
| if true keep track of objects in TObjectTable | |
Friends | |
| class | Experimental::Classification |
| class | Factory |
| class | MethodBoost |
| class | Reader |
#include <TMVA/MethodCategory.h>
| Enumerator | |
|---|---|
| kOnlyPrepStep | Used to request that the class specific implementation of This is just for example by TBufferMerger to request that the TTree inside the file calls |
|
privateinherited |
| Enumerator | |
|---|---|
| kNegative | |
| kPositive | |
Definition at line 488 of file MethodBase.h.
|
inherited |
|
inherited |
| Enumerator | |
|---|---|
| kCanDelete | if object in a list can be deleted |
| kMustCleanup | if object destructor must call RecursiveRemove() |
| kIsReferenced | |
| kHasUUID | if object has a TUUID (its fUniqueID=UUIDNumber) |
| kCannotPick | if object in a pad cannot be picked |
| kNoContextMenu | if object does not want context menu |
| kInvalidObject | if object ctor succeeded but object should not be used |
|
inherited |
| Enumerator | |
|---|---|
| kROOT | |
| kTEXT | |
Definition at line 93 of file MethodBase.h.
| TMVA::MethodCategory::MethodCategory | ( | const TString & | jobName, |
| const TString & | methodTitle, | ||
| DataSetInfo & | theData, | ||
| const TString & | theOption = "" ) |
standard constructor
Definition at line 79 of file MethodCategory.cxx.
| TMVA::MethodCategory::MethodCategory | ( | DataSetInfo & | dsi, |
| const TString & | theWeightFile ) |
constructor from weight file
Definition at line 92 of file MethodCategory.cxx.
|
virtual |
destructor
Definition at line 103 of file MethodCategory.cxx.
|
inherited |
Call this function within a function that you don't want to define as purely virtual, in order not to force all users deriving from that class to implement that maybe (on their side) unused function; but at the same time, emit a run-time warning if they try to call it, telling that it is not implemented in the derived class: action must thus be taken on the user side to override it.
In other word, this method acts as a "runtime purely virtual" warning instead of a "compiler purely virtual" error.
Definition at line 1149 of file TObject.cxx.
|
privateinherited |
write class info to XML
Definition at line 1778 of file MethodBase.cxx.
|
privatevirtualinherited |
prepare tree branch with the method's discriminating variable
Definition at line 838 of file MethodBase.cxx.
|
privatevirtualinherited |
prepare tree branch with the method's discriminating variable
Definition at line 930 of file MethodBase.cxx.
|
privateinherited |
xml writing
Definition at line 1286 of file MethodBase.cxx.
| TMVA::IMethod * TMVA::MethodCategory::AddMethod | ( | const TCut & | theCut, |
| const TString & | theVariables, | ||
| Types::EMVA | theMethod, | ||
| const TString & | theTitle, | ||
| const TString & | theOptions ) |
adds sub-classifier for a category
Definition at line 137 of file MethodCategory.cxx.
|
privatevirtualinherited |
prepare tree branch with the method's discriminating variable
Definition at line 763 of file MethodBase.cxx.
|
inherited |
write options to XML file
Definition at line 348 of file Configurable.cxx.
|
inherited |
Definition at line 1295 of file MethodBase.cxx.
Definition at line 168 of file Configurable.h.
|
inherited |
Definition at line 177 of file Configurable.h.
|
privatevirtualinherited |
prepare tree branch with the method's discriminating variable
Definition at line 682 of file MethodBase.cxx.
|
privateinherited |
write spectator info to XML
Definition at line 1755 of file MethodBase.cxx.
|
privateinherited |
write target info to XML
Definition at line 1798 of file MethodBase.cxx.
|
staticprivateinherited |
Private helper function which will dispatch to TObjectTable::AddObj.
Included here to avoid circular dependency between header files.
Definition at line 195 of file TObject.cxx.
|
privateinherited |
write variable info to XML
Definition at line 1739 of file MethodBase.cxx.
|
overridevirtual |
create XML description of Category classifier
Implements TMVA::MethodBase.
Definition at line 443 of file MethodCategory.cxx.
|
virtualinherited |
Append graphics object to current pad.
In case no current pad is set yet, create a default canvas with the name "c1".
Definition at line 204 of file TObject.cxx.
|
privateinherited |
Definition at line 204 of file Configurable.h.
|
inherited |
returns the ROOT directory where info/histograms etc of the corresponding MVA method instance are stored
Definition at line 1957 of file MethodBase.cxx.
|
virtualinherited |
Browse object. May be overridden for another default action.
Reimplemented in TASImage, TRecorder, TEfficiency, TGraph2D, TChain, TTree, TDirectory, TFolder, TMacro, TRemoteObject, TROOT, TStyle, TSystemDirectory, TSystemFile, TTask, TCollection, TPair, TBrowserObject, TBaseClass, TClass, TGeoManager, TGeoNode, TGeoVolume, TGeoOverlap, TGeoTrack, TCanvas, TPad, TAxis3D, TGeometry, TNode, TRootIconList, THbookBranch, THbookFile, THbookKey, TF1, TGraph, TH1, THnBase, ROOT::Internal::THnBaseBrowsable, THStack, TMultiDimFit, TMultiGraph, TPrincipal, TDirectoryFile, TKey, TKeyMapFile, TMapFile, TSPlot, TDatabasePDG, TGenerator, TParticleClassPDG, TApplicationRemote, RooPlot, TBranch, TVirtualBranchBrowsable, TCollectionPropertyBrowsable, TBranchClones, TBranchElement, TBranchObject, TBranchSTL, TLeaf, TNtuple, TNtupleD, TTreePerfStats, and ROOT::Experimental::XRooFit::xRooNode.
Definition at line 218 of file TObject.cxx.
|
inlineinherited |
Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object.
The intent is for this routine to be called instead of directly calling the function Hash during "insert" operations. See TObject::HasInconsistenTObjectHash();
(*) The setup is consistent when all classes in the class hierarchy that overload TObject::Hash do call ROOT::CallRecursiveRemoveIfNeeded in their destructor. i.e. it is safe to call the Hash virtual function during the RecursiveRemove operation.
|
inherited |
checks for unused options in option string
Definition at line 269 of file Configurable.cxx.
|
virtualinherited |
check may be overridden by derived class (sometimes, eg, fitters are used which can only be implemented during training phase)
Reimplemented in TMVA::MethodBoost, TMVA::MethodCuts, and TMVA::MethodFDA.
Definition at line 338 of file MethodBase.cxx.
Definition at line 143 of file MethodCategory.h.
|
virtualinherited |
Returns name of class to which the object belongs.
Definition at line 227 of file TObject.cxx.
|
overridevirtualinherited |
Set name and title to empty strings ("").
Reimplemented from TObject.
Reimplemented in TStreamerInfo, TVirtualStreamerInfo, TProcessID, TTask, TPrincipal, and TVirtualFitter.
Definition at line 63 of file TNamed.cxx.
Make a clone of an object using the Streamer facility.
If newname is specified, this will be the name of the new object.
Reimplemented from TObject.
Reimplemented in TStreamerInfo, and TTreeIndex.
Definition at line 73 of file TNamed.cxx.
Compare two TNamed objects.
Returns 0 when equal, -1 when this is smaller and +1 when bigger (like strcmp).
Reimplemented from TObject.
Reimplemented in TStructNodeProperty.
Definition at line 84 of file TNamed.cxx.
|
overridevirtualinherited |
Copy this to obj.
Reimplemented from TObject.
Reimplemented in TSystemDirectory, TSystemFile, TProfile, TProfile2D, TProfile3D, TPieSlice, TStyle, TText, and TXTRU.
Definition at line 93 of file TNamed.cxx.
|
protected |
create a DataSetInfo object for a sub-classifier
Definition at line 199 of file MethodCategory.cxx.
|
privateinherited |
Create PDFs of the MVA output variables.
Definition at line 2162 of file MethodBase.cxx.
|
overridevirtual |
|
inlineinherited |
Definition at line 383 of file MethodBase.h.
|
inlineinherited |
Definition at line 384 of file MethodBase.h.
|
privateinherited |
define the options (their key words) that can be set in the option string here the options valid for ALL MVA methods are declared.
know options:
Definition at line 414 of file MethodBase.cxx.
|
virtualinherited |
options that are used ONLY for the READER to ensure backward compatibility they are hence without any effect (the reader is only reading the training options that HAD been used at the training of the .xml weight file at hand
Reimplemented in TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodCrossValidation, TMVA::MethodDT, TMVA::MethodKNN, TMVA::MethodLikelihood, TMVA::MethodPDEFoam, and TMVA::MethodSVM.
Definition at line 501 of file MethodBase.cxx.
|
inherited |
Definition at line 147 of file Configurable.h.
|
inherited |
|
inherited |
Definition at line 157 of file Configurable.h.
|
inherited |
|
overrideprivatevirtual |
options for this method
Implements TMVA::MethodCompositeBase.
Definition at line 130 of file MethodCategory.cxx.
Definition at line 143 of file MethodCategory.h.
|
virtualinherited |
Delete this object.
Typically called as a command via the interpreter. Normally use "delete" operator when object has been allocated on the heap.
Reimplemented in TDirectory, TDirectoryFile, TFile, TSystemDirectory, TSystemFile, TTreeViewer, TGItemContext, TCanvas, TGFrame, TGTextEdit, TAxis, RooLinkedList, TExMap, TObjectTable, TProtoClass, TKeySQL, TKeyXML, TQCommand, TBtree, TClonesArray, THashList, THashTable, TList, TMap, TObjArray, TOrdCollection, TRefArray, TListOfDataMembers, TListOfEnums, TListOfEnumsWithLock, TListOfFunctions, TListOfFunctionTemplates, TViewPubDataMembers, TViewPubFunctions, TThread, TKey, TMVA::Results, TTree, and TCollection.
Definition at line 268 of file TObject.cxx.
|
inlineinherited |
Definition at line 416 of file MethodBase.h.
Computes distance from point (px,py) to the object.
This member function must be implemented for each graphics primitive. This default function returns a big number (999999).
Reimplemented in TGeoTessellated, TStyle, TGeoBBox, TGeoCompositeShape, TGeoCone, TGeoConeSeg, TGeoEltu, TGeoHalfSpace, TGeoHype, TGeoNode, TGeoParaboloid, TGeoPcon, TGeoPgon, TGeoScaledShape, TGeoShapeAssembly, TGeoSphere, TGeoTorus, TGeoTube, TGeoTubeSeg, TGeoVolume, TGeoXtru, TGeoOverlap, TGeoTrack, TGeoVGShape, TASImage, TColorWheel, TPad, TBox, TCrown, TCurlyArc, TCurlyLine, TDiamond, TEllipse, TGraphPolargram, TLine, TMarker, TPave, TPie, TPolyLine, TText, TGraphEdge, TGraphNode, TAxis3D, TBRIK, TMarker3DBox, TNode, TPCON, TPolyLine3D, TPolyMarker3D, TSPHE, TTUBE, TTUBS, TXTRU, TGL5DDataSet, TGLHistPainter, TGLParametricEquation, TGLTH3Composition, TGLViewer, TAxis, TEfficiency, TF1, TF2, TF3, TGraph, TGraph2D, TH1, THStack, TMultiGraph, TPolyMarker, TScatter, TScatter2D, TSpline, THistPainter, TPaletteAxis, TGenerator, TParticle, TPrimary, TFileDrawMap, TTreePerfStats, TParallelCoord, TParallelCoordRange, TParallelCoordVar, TSpider, TGeoShape, TPoints3DABC, TVirtualHistPainter, TPieSlice, and TGLScenePad.
Definition at line 284 of file TObject.cxx.
|
protectedvirtualinherited |
Interface to ErrorHandler (protected).
Reimplemented in TTreeViewer, and TThread.
Definition at line 1059 of file TObject.cxx.
|
inlineinherited |
Definition at line 413 of file MethodBase.h.
|
inlineinherited |
Definition at line 412 of file MethodBase.h.
|
virtualinherited |
Default Draw method for all objects.
Reimplemented in TClassTree, ROOT::RGeoPainter, TGListTree, TGPicture, TMultiDimFit, TRatioPlot, TGraph, TGraphTime, THStack, TMultiGraph, TChain, TTree, TFITSHDU, TEfficiency, RooStats::HypoTestInverterPlot, ROOT::Experimental::XRooFit::xRooNLLVar::xRooHypoPoint, ROOT::Experimental::XRooFit::xRooNLLVar::xRooHypoSpace, ROOT::Experimental::XRooFit::xRooNode, TGeoParallelWorld, TDirectory, TCollection, TBrowser, TClass, TGeoBatemanSol, TGeoNode, TGeoPhysicalNode, TGeoPolygon, TGeoShape, TGeoVolume, TGeoOverlap, TGeoPainter, TGeoTrack, TGeoVGShape, TASImage, TButton, TCanvas, TColorWheel, TPad, TArrow, TBox, TDiamond, TEllipse, TFrame, TLegend, TMarker, TPave, TPaveLabel, TPavesText, TPaveText, TPolyLine, TWbox, TGraphStruct, TEveGeoNode, TEveGeoTopNode, TGeometry, THelix, TNode, TNodeDiv, TPolyLine3D, TPolyMarker3D, TStructViewer, TStructViewerGUI, TF1, TF2, TF3, TH1, TPolyMarker, TSpline, TFile, TMatrixTBase< Element >, TMatrixTBase< AReal >, TMatrixTBase< Double_t >, TVectorT< Element >, TVectorT< Double_t >, TMultiLayerPerceptron, TGenerator, RooAbsData, TTreePerfStats, TParallelCoordVar, TGItemContext, TVirtualPad, TPie, TGraph2D, TGraphPolar, TGraphPolargram, TParallelCoord, TParallelCoordRange, TSpider, RooPlot, and RooStats::SamplingDistPlot.
Definition at line 293 of file TObject.cxx.
|
virtualinherited |
Draw class inheritance tree of the class to which this object belongs.
If a class B inherits from a class A, description of B is drawn on the right side of description of A. Member functions overridden by B are shown in class A with a blue line crossing-out the corresponding member function. The following picture is the class inheritance tree of class TPaveLabel:
Reimplemented in TSystemDirectory, TSystemFile, and TGFrame.
Definition at line 308 of file TObject.cxx.
Draw a clone of this object in the current selected pad with: gROOT->SetSelectedPad(c1).
If pad was not selected - gPad will be used.
Reimplemented in TSystemDirectory, TSystemFile, TGFrame, TAxis, and TCanvas.
Definition at line 319 of file TObject.cxx.
|
virtualinherited |
Dump contents of object on stdout.
Using the information in the object dictionary (class TClass) each data member is interpreted. If a data member is a pointer, the pointer value is printed
The following output is the Dump of a TArrow object:
Reimplemented in TSystemFile, TCollection, TClass, TGFrame, and TGPack.
Definition at line 367 of file TObject.cxx.
Definition at line 96 of file Configurable.h.
Issue error message.
Use "location" to specify the method where the error occurred. Accepts standard printf formatting arguments.
Reimplemented in TFitResult.
Definition at line 1098 of file TObject.cxx.
|
virtualinherited |
Execute method on this object with the given parameter string, e.g.
"3.14,1,\"text\"".
Reimplemented in TMethodCall, TCling, TInterpreter, and TContextMenu.
Definition at line 378 of file TObject.cxx.
|
virtualinherited |
Execute method on this object with parameters stored in the TObjArray.
The TObjArray should contain an argv vector like:
Reimplemented in TCling, TMethodCall, TInterpreter, and TContextMenu.
Definition at line 398 of file TObject.cxx.
Execute action corresponding to an event at (px,py).
This method must be overridden if an object can react to graphics events.
Reimplemented in TParallelCoord, TParallelCoordRange, TParallelCoordVar, TGeoManager, TGeoNode, TGeoShape, TGeoVolume, TGeoOverlap, TGeoTrack, TASImage, TASPaletteEditor::LimitLine, TButton, TCanvas, TGroupButton, TPad, TSliderBox, TBox, TCrown, TCurlyArc, TCurlyLine, TDiamond, TEllipse, TFrame, TGraphPolargram, TLine, TLink, TMarker, TPave, TPolyLine, TText, TWbox, TGraphEdge, TGraphNode, TAxis3D, TMarker3DBox, TNode, TPolyLine3D, TPolyMarker3D, TView3D, TGL5DDataSet, TGLEventHandler, TGLHistPainter, TGLParametricEquation, TGLTH3Composition, TGLViewer, TAxis, TEfficiency, TF1, TF2, TF3, TGraph, TGraph2D, TH1, TPolyMarker, TScatter, TScatter2D, TSpline, THistPainter, TPaletteAxis, TGenerator, TParticle, TPrimary, TTreePerfStats, TSpider, TView, TVirtualHistPainter, TPie, and TGLScenePad.
Definition at line 415 of file TObject.cxx.
Issue fatal error message.
Use "location" to specify the method where the fatal error occurred. Accepts standard printf formatting arguments.
Definition at line 1126 of file TObject.cxx.
|
virtualinherited |
Encode TNamed into output buffer.
Reimplemented in TKeySQL, TSQLFile, TKeyXML, TXMLFile, TDirectoryFile, TFile, and TKey.
Definition at line 103 of file TNamed.cxx.
Must be redefined in derived classes.
This function is typically used with TCollections, but can also be used to find an object by name inside this object.
Reimplemented in TListOfEnums, TMap, TDirectory, TFolder, TROOT, TListOfTypes, TListOfTypes, TBtree, TCollection, THashList, THashTable, TList, TObjArray, TListOfDataMembers, TListOfDataMembers, TListOfEnums, TListOfEnumsWithLock, TListOfFunctions, TListOfFunctionTemplates, TListOfFunctionTemplates, TViewPubDataMembers, TViewPubFunctions, TPad, TGeometry, THbookFile, TGraph, TGraph2D, TH1, RooAbsCollection, and RooLinkedList.
Definition at line 425 of file TObject.cxx.
Must be redefined in derived classes.
This function is typically used with TCollections, but can also be used to find an object inside this object.
Reimplemented in TMap, TDirectory, TFolder, TROOT, TListOfTypes, TBtree, TCollection, THashList, THashTable, TList, TObjArray, TListOfDataMembers, TListOfEnums, TListOfEnumsWithLock, TListOfFunctions, TListOfFunctionTemplates, TViewPubDataMembers, TViewPubFunctions, TPad, TGeometry, THbookFile, TGraph, TGraph2D, TH1, RooAbsCollection, and RooLinkedList.
Definition at line 435 of file TObject.cxx.
|
protectedvirtualinherited |
Get all multi-class values.
Reimplemented in TMVA::MethodPyKeras, and TMVA::MethodPyTorch.
Definition at line 735 of file MethodBase.cxx.
|
protectedvirtualinherited |
Get al regression values in one call.
Reimplemented in TMVA::MethodPyKeras, and TMVA::MethodPyTorch.
Definition at line 645 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 411 of file MethodBase.h.
|
inlineinherited |
Definition at line 62 of file Configurable.h.
|
inlineinherited |
Definition at line 61 of file Configurable.h.
|
inlineprotectedinherited |
Definition at line 104 of file MethodCompositeBase.h.
|
inlineprotectedinherited |
Definition at line 105 of file MethodCompositeBase.h.
|
inlineprotectedinherited |
Definition at line 98 of file MethodCompositeBase.h.
|
inlineprivateinherited |
Definition at line 489 of file MethodBase.h.
|
protectedvirtualinherited |
get all the MVA values for the events of the given Data type
Definition at line 919 of file MethodBase.cxx.
|
virtualinherited |
Get option used by the graphics system to draw this object.
Note that before calling object.GetDrawOption(), you must have called object.Draw(..) before in the current pad.
Reimplemented in TBrowser, TFitEditor, TGedFrame, TGFileBrowser, TRootBrowser, and TRootBrowserLite.
Definition at line 445 of file TObject.cxx.
|
staticinherited |
Return destructor only flag.
Definition at line 1196 of file TObject.cxx.
|
virtualinherited |
fill background efficiency (resp.
rejection) versus signal efficiency plots returns signal efficiency at background efficiency indicated in theString
Reimplemented in TMVA::MethodCuts.
Definition at line 2279 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 688 of file MethodBase.h.
|
inlineinherited |
Definition at line 683 of file MethodBase.h.
|
inlineinherited |
Definition at line 696 of file MethodBase.h.
|
inlineinherited |
Definition at line 702 of file MethodBase.h.
|
inherited |
returns the event collection (i.e.
the dataset) TRANSFORMED using the classifiers specific Variable Transformation (e.g. Decorr or Decorr:Gauss:Decorr)
Definition at line 3324 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 344 of file MethodBase.h.
|
overrideprotectedvirtual |
Get help message text.
typical length of text line: "|--------------------------------------------------------------|"
Implements TMVA::IMethod.
Definition at line 546 of file MethodCategory.cxx.
|
virtualinherited |
Returns mime type name of object.
Used by the TBrowser (via TGMimeTypes class). Override for class of which you would like to have different icons for objects of the same class.
Reimplemented in TSystemFile, TGeoVolume, TASImage, TGMainFrame, TKey, ROOT::Experimental::XRooFit::xRooNode, TBranch, TVirtualBranchBrowsable, TMethodBrowsable, and TBranchElement.
Definition at line 472 of file TObject.cxx.
Definition at line 324 of file MethodBase.h.
Definition at line 325 of file MethodBase.h.
Definition at line 323 of file MethodBase.h.
Definition at line 447 of file MethodBase.h.
Definition at line 304 of file MethodBase.h.
Definition at line 3369 of file MethodBase.cxx.
|
inlineprotectedinherited |
Definition at line 100 of file MethodCompositeBase.h.
|
privateinherited |
reads one line from the input stream checks for certain keywords and interprets the line if keywords are found
Definition at line 2119 of file MethodBase.cxx.
|
virtualinherited |
plot significance, \( \frac{S}{\sqrt{S^2 + B^2}} \), curve for given number of signal and background events; returns cut for maximum significance also returned via reference is the maximum significance
Definition at line 2863 of file MethodBase.cxx.
Definition at line 328 of file MethodBase.h.
|
protectedinherited |
accessor by index in vector
returns pointer to MVA that corresponds to given method index
Definition at line 103 of file MethodCompositeBase.cxx.
|
protectedinherited |
accessor by name
returns pointer to MVA that corresponds to given method title
Definition at line 88 of file MethodCompositeBase.cxx.
Definition at line 305 of file MethodBase.h.
|
inlineinherited |
Definition at line 307 of file MethodBase.h.
|
inlineinherited |
Definition at line 306 of file MethodBase.h.
|
virtualinherited |
Construct a confusion matrix for a multiclass classifier.
The confusion matrix compares, in turn, each class agaist all other classes in a pair-wise fashion. In rows with index \( k_r = 0 ... K \), \( k_r \) is considered signal for the sake of comparison and for each column \( k_c = 0 ... K \) the corresponding class is considered background.
Note that the diagonal elements will be returned as NaN since this will compare a class against itself.
| [in] | effB | The background efficiency for which to evaluate. |
| [in] | type | The data set on which to evaluate (training, testing ...). |
Definition at line 2727 of file MethodBase.cxx.
|
virtualinherited |
Definition at line 2680 of file MethodBase.cxx.
|
virtualinherited |
Definition at line 2692 of file MethodBase.cxx.
returns the mva values of the multi-class right sub-classifier
Reimplemented from TMVA::MethodBase.
Definition at line 709 of file MethodCategory.cxx.
|
inherited |
Definition at line 172 of file MethodBase.cxx.
|
overridevirtual |
returns the mva value of the right sub-classifier
Implements TMVA::MethodBase.
Definition at line 599 of file MethodCategory.cxx.
|
overrideprotectedvirtual |
returns the mva values of the right sub-classifier
Reimplemented from TMVA::MethodBase.
Definition at line 642 of file MethodCategory.cxx.
|
inlineoverridevirtualinherited |
Implements TMVA::IMethod.
Definition at line 308 of file MethodBase.h.
|
inlineinherited |
Definition at line 390 of file MethodBase.h.
|
inlineinherited |
Definition at line 320 of file MethodBase.h.
|
inlineinherited |
Definition at line 318 of file MethodBase.h.
|
inlineinherited |
Definition at line 319 of file MethodBase.h.
Returns string containing info about the object at position (px,py).
This method is typically overridden by classes of which the objects can report peculiarities for different positions. Returned string will be re-used (lock in MT environment).
Reimplemented in TGeoNode, TGeoVolume, TGeoTrack, TASImage, TColorWheel, TAxis3D, TNode, TGL5DDataSet, TGLHistPainter, TGLParametricEquation, TGLTH3Composition, TF1, TF2, TGraph, TH1, THistPainter, TPaletteAxis, TFileDrawMap, TParallelCoordVar, and TVirtualHistPainter.
Definition at line 491 of file TObject.cxx.
|
staticinherited |
Get status of object stat flag.
Definition at line 1181 of file TObject.cxx.
Reimplemented in TGeoVolume, TArrow, TGaxis, TLegendEntry, TPave, TPolyLine, TAxis3D, THelix, TNode, TPolyLine3D, TPolyMarker3D, TH1, TPolyMarker, TFile, TMapFile, TPSocket, TSocket, TUDPSocket, TSelector, and TPoints3DABC.
Definition at line 84 of file Configurable.h.
Definition at line 448 of file MethodBase.h.
|
inlineprotectedinherited |
Definition at line 102 of file MethodCompositeBase.h.
Definition at line 2224 of file MethodBase.cxx.
compute likelihood ratio
Definition at line 2241 of file MethodBase.cxx.
Definition at line 310 of file MethodBase.h.
|
virtualinherited |
compute rarity:
\[ R(x) = \int_{[-\infty..x]} { PDF(x') dx' } \]
where PDF(x) is the PDF of the classifier's signal or background distribution
Reimplemented in TMVA::MethodCuts.
Definition at line 2262 of file MethodBase.cxx.
Definition at line 102 of file Configurable.h.
|
virtualinherited |
Definition at line 626 of file MethodBase.cxx.
returns the mva value of the right sub-classifier
Reimplemented from TMVA::MethodBase.
Definition at line 751 of file MethodCategory.cxx.
|
inlineinherited |
Definition at line 188 of file MethodBase.h.
Definition at line 329 of file MethodBase.h.
|
virtualinherited |
calculate the area (integral) under the ROC curve as a overall quality measure of the classification
Definition at line 2833 of file MethodBase.cxx.
calculate the area (integral) under the ROC curve as a overall quality measure of the classification
Definition at line 2799 of file MethodBase.cxx.
|
virtualinherited |
compute "separation" defined as
\[ <s2> = \frac{1}{2} \int_{-\infty}^{+\infty} { \frac{(S(x) - B(x))^2}{(S(x) + B(x))} dx } \]
Reimplemented in TMVA::MethodCuts.
Definition at line 2777 of file MethodBase.cxx.
compute "separation" defined as
\[ <s2> = \frac{1}{2} \int_{-\infty}^{+\infty} { \frac{(S(x) - B(x))^2}{(S(x) + B(x))} dx } \]
Reimplemented in TMVA::MethodCuts.
Definition at line 2766 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 334 of file MethodBase.h.
|
inlineinherited |
Definition at line 335 of file MethodBase.h.
|
virtualinherited |
compute significance of mean difference
\[ significance = \frac{|<S> - <B>|}{\sqrt{RMS_{S2} + RMS_{B2}}} \]
Reimplemented in TMVA::MethodCuts.
Definition at line 2753 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 714 of file MethodBase.h.
|
inlineinherited |
Definition at line 137 of file MethodBase.h.
Definition at line 309 of file MethodBase.h.
|
inlineoverridevirtualinherited |
Reimplemented in TMVA::MethodCuts.
Definition at line 2505 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 708 of file MethodBase.h.
|
inlinevirtualinherited |
Definition at line 207 of file MethodBase.h.
|
inlineinherited |
Definition at line 364 of file MethodBase.h.
|
inherited |
calculates the ROOT version string from the training version code on the fly
Definition at line 3358 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 363 of file MethodBase.h.
|
inherited |
calculates the TMVA version string from the training version code on the fly
Definition at line 3346 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 133 of file MethodBase.h.
|
inlineinherited |
Definition at line 368 of file MethodBase.h.
|
inlineinherited |
Definition at line 372 of file MethodBase.h.
|
virtualinherited |
Return the unique object id.
Definition at line 480 of file TObject.cxx.
returns efficiency as function of cut
Definition at line 3297 of file MethodBase.cxx.
Definition at line 429 of file MethodBase.h.
|
inherited |
retrieve weight file name
Definition at line 2053 of file MethodBase.cxx.
Definition at line 331 of file MethodBase.h.
Definition at line 330 of file MethodBase.h.
Execute action in response of a timer timing out.
This method must be overridden if an object has to react to timers.
Reimplemented in TGWindow, TGuiBldDragManager, TGraphTime, TGLEventHandler, TGCommandPlugin, TGDNDManager, TGFileContainer, TGPopupMenu, TGScrollBar, TGShutter, TGTextEdit, TGTextEditor, TGTextEntry, TGTextView, TGToolTip, TGHtml, and TTreeViewer.
Definition at line 516 of file TObject.cxx.
|
overridevirtual |
check whether method category has analysis type the method type has to be the same for all sub-methods
Implements TMVA::IMethod.
Definition at line 115 of file MethodCategory.cxx.
|
inlineoverridevirtualinherited |
Return hash value for this object.
Note: If this routine is overloaded in a derived class, this derived class should also add
Otherwise, when RecursiveRemove is called (by ~TObject or example) for this type of object, the transversal of THashList and THashTable containers will will have to be done without call Hash (and hence be linear rather than logarithmic complexity). You will also see warnings like
Reimplemented from TObject.
|
inlineinherited |
Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e.
missing call to RecursiveRemove in destructor).
Note: Since the consistency is only tested for during inserts, this routine will return true for object that have never been inserted whether or not they have a consistent setup. This has no negative side-effect as searching for the object with the right or wrong Hash will always yield a not-found answer (Since anyway no hash can be guaranteed unique, there is always a check)
|
inlineinherited |
Definition at line 409 of file MethodBase.h.
|
inlineprotectedinherited |
Definition at line 450 of file MethodBase.h.
|
inlineprotectedinherited |
Definition at line 441 of file MethodBase.h.
|
inlineprotectedinherited |
Definition at line 623 of file MethodBase.h.
Issue info message.
Use "location" to specify the method where the warning occurred. Accepts standard printf formatting arguments.
Definition at line 1072 of file TObject.cxx.
Returns kTRUE if object inherits from class "classname".
Reimplemented in TClass.
Definition at line 549 of file TObject.cxx.
Returns kTRUE if object inherits from TClass cl.
Reimplemented in TClass.
Definition at line 557 of file TObject.cxx.
|
overrideprivatevirtual |
initialize the method
Implements TMVA::MethodBase.
Definition at line 308 of file MethodCategory.cxx.
|
privateinherited |
default initialization called by all constructors
Definition at line 346 of file MethodBase.cxx.
|
private |
initialize the circular tree
Definition at line 315 of file MethodCategory.cxx.
|
virtualinherited |
Dump contents of this object in a graphics canvas.
Same action as Dump but in a graphical form. In addition pointers to other objects can be followed.
The following picture is the Inspect of a histogram object:
Reimplemented in TSystemFile, TInspectorObject, TGFrame, and ROOT::Experimental::XRooFit::xRooNode.
Definition at line 570 of file TObject.cxx.
|
inlineoverridevirtual |
Reimplemented from TMVA::MethodBase.
Definition at line 143 of file MethodCategory.h.
|
inlineprotectedinherited |
Definition at line 477 of file MethodBase.h.
|
inlineinherited |
IsDestructed.
Default equal comparison (objects are equal if they have the same address in memory).
More complicated classes might want to override this function.
Reimplemented in TObjString, TQCommand, TPair, and TGObject.
Definition at line 589 of file TObject.cxx.
|
virtualinherited |
Returns kTRUE in case object contains browsable objects (like containers or lists of other objects).
Reimplemented in TDirectory, TFolder, TRemoteObject, TROOT, TSystemDirectory, TTask, TCollection, TPair, TBrowserObject, TBaseClass, TClass, TGeoManager, TGeoNode, TGeoNodeMatrix, TGeoVolume, TGeoOverlap, TGeoTrack, TCanvas, TPad, TAxis3D, TGeometry, TNode, TRootIconList, THbookFile, THbookKey, THnBase, ROOT::Internal::THnBaseBrowsable, TMultiDimFit, TPrincipal, TKey, TMapFile, TSPlot, TDatabasePDG, TParticleClassPDG, TApplicationRemote, ROOT::Experimental::XRooFit::xRooNode, TBranch, TVirtualBranchBrowsable, TBranchClones, TBranchElement, TBranchObject, TBranchSTL, and TTree.
Definition at line 579 of file TObject.cxx.
|
inlineinherited |
Definition at line 357 of file MethodBase.h.
|
inlineprotectedinherited |
Definition at line 433 of file MethodBase.h.
|
inlineinherited |
|
virtualinherited |
uses a pre-set cut on the MVA output (SetSignalReferenceCut and SetSignalReferenceCutOrientation) for a quick determination if an event would be selected as signal or background
Definition at line 824 of file MethodBase.cxx.
uses a pre-set cut on the MVA output (SetSignalReferenceCut and SetSignalReferenceCutOrientation) for a quick determination if an event with this mva output value would be selected as signal or background
Definition at line 831 of file MethodBase.cxx.
|
inlineinherited |
Definition at line 353 of file MethodBase.h.
|
inlineoverridevirtualinherited |
Reimplemented from TObject.
Reimplemented in TStructNodeProperty.
|
inlineinherited |
|
inlineinherited |
Definition at line 122 of file Configurable.h.
|
inlineprotectedinherited |
Definition at line 95 of file Configurable.h.
|
overridevirtualinherited |
List TNamed name and title.
Reimplemented from TObject.
Reimplemented in ROOT::Experimental::XRooFit::xRooBrowser, TVirtualStreamerInfo, TROOT, TStreamerElement, TStreamerBase, TStreamerSTL, TText, TStreamerInfo, TTask, and TNode.
Definition at line 112 of file TNamed.cxx.
|
inlineoverridevirtual |
create reader class for method (classification only at present)
Reimplemented from TMVA::MethodBase.
Definition at line 99 of file MethodCategory.h.
|
inlineoverrideprotectedvirtualinherited |
Implements TMVA::IMethod.
Reimplemented in TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodCFMlpANN, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDNN, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodRuleFit, TMVA::MethodSVM, and TMVA::MethodTMlpANN.
Definition at line 457 of file MethodBase.h.
|
inlineprotectedvirtualinherited |
Reimplemented in TMVA::MethodBDT, TMVA::MethodCrossValidation, TMVA::MethodCFMlpANN, and TMVA::MethodLikelihood.
Definition at line 460 of file MethodBase.h.
|
inherited |
Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary).
Definition at line 1160 of file TObject.cxx.
|
inherited |
returns the ROOT directory where all instances of the corresponding MVA method are stored
Definition at line 1997 of file MethodBase.cxx.
|
protectedinherited |
Definition at line 806 of file MethodBase.cxx.
|
virtualinherited |
This method must be overridden to handle object notification (the base implementation is no-op).
Different objects in ROOT use the Notify method for different purposes, in coordination with other objects that call this method at the appropriate time.
For example, TLeaf uses it to load class information; TBranchRef to load contents of referenced branches TBranchRef; most notably, based on Notify, TChain implements a callback mechanism to inform interested parties when it switches to a new sub-tree.
Reimplemented in TMessageHandler, TNotifyLink< Type >, TNotifyLink< RNoCleanupNotifierHelper >, TNotifyLink< ROOT::Detail::TBranchProxy >, TNotifyLink< TTreeReader >, TFileHandler, TSignalHandler, TStdExceptionHandler, TProcessEventTimer, TTimer, TIdleTimer, TSingleShotCleaner, TCollection, TRefTable, TBrowserTimer, TInterruptHandler, TTermInputHandler, TThreadTimer, TGLRedrawTimer, TViewTimer, TGContainerKeyboardTimer, TGContainerScrollTimer, TGInputHandler, TViewUpdateTimer, TPopupDelayTimer, TRepeatTimer, TSBRepeatTimer, TGTextEditHist, TInsCharCom, TDelCharCom, TBreakLineCom, TInsTextCom, TDelTextCom, TBlinkTimer, TTipDelayTimer, TGuiBldDragManagerRepeatTimer, TARInterruptHandler, TASLogHandler, TASInterruptHandler, TASSigPipeHandler, TASInputHandler, TSocketHandler, TTimeOutTimer, TBranchElement, TBranchRef, TLeafObject, TSelector, TTree, TSelectorDraw, TSelectorEntries, TTreeFormula, TTreeFormulaManager, TTreeReader, h1analysis, h1analysisTreeReader, and TSysEvtHandler.
Definition at line 618 of file TObject.cxx.
|
inherited |
Use this method to declare a method obsolete.
Specify as of which version the method is obsolete and as from which version it will be removed.
Definition at line 1169 of file TObject.cxx.
|
inherited |
Operator delete for sized deallocation.
Definition at line 1234 of file TObject.cxx.
|
inherited |
Operator delete.
Definition at line 1212 of file TObject.cxx.
|
inherited |
Only called by placement new when throwing an exception.
Definition at line 1266 of file TObject.cxx.
|
inherited |
Operator delete [] for sized deallocation.
Definition at line 1245 of file TObject.cxx.
|
inherited |
Operator delete [].
Definition at line 1223 of file TObject.cxx.
|
inherited |
Only called by placement new[] when throwing an exception.
Definition at line 1274 of file TObject.cxx.
|
inlineinherited |
|
inlineinherited |
|
inlineinherited |
|
virtualinherited |
call the Optimizer with the set of parameters and ranges that are meant to be tuned.
Reimplemented in TMVA::MethodBDT, and TMVA::MethodSVM.
Definition at line 528 of file MethodBase.cxx.
|
virtualinherited |
This method must be overridden if a class wants to paint itself.
The difference between Paint() and Draw() is that when a object draws itself it is added to the display list of the pad in which it is drawn (and automatically redrawn whenever the pad is redrawn). While paint just draws the object without adding it to the pad display list.
Reimplemented in TPie, TSQLFile, TXMLFile, ROOT::RGeoPainter, TGaxis, TGraph, TGraphTime, THStack, TMultiGraph, TScatter, TScatter2D, TTreePerfStats, ROOT::Experimental::RTreeMapPainter, TEfficiency, TRatioPlot, TGeoBoolNode, TGeoUnion, TGeoIntersection, TGeoSubtraction, TMarker3DBox, TGL5DDataSet, TGLHistPainter, TGLParametricEquation, TGLTH3Composition, TGraph2DPainter, TSpectrum2Painter, TFileDrawMap, TDirectory, TExec, TMacro, TStyle, TBits, TCollection, TGeoNode, TGeoPhysicalNode, TGeoShape, TGeoVolume, TGeoOverlap, TGeoPainter, TGeoTrack, TGeoVGShape, TASImage, TASPaletteEditor::PaintPalette, TASPaletteEditor::LimitLine, TAnnotation, TButton, TCanvas, TClassTree, TColorWheel, TPad, TArrow, TBox, TCrown, TDiamond, TEllipse, TFrame, TLatex, TLegend, TLine, TMarker, TMathText, TPave, TPaveLabel, TPaveStats, TPavesText, TPaveText, TPolyLine, TText, TWbox, TGraphEdge, TGraphNode, TEveArrow, TEveCaloViz, TEveDigitSet, TEveGeoTopNode, TEveGeoShape, TEvePlot3D, TEvePointSet, TEveProjectionAxes, TEveScene, TEveShape, TEveStraightLineSet, TEveText, TEveTriangleSet, TAxis3D, TNode, TNodeDiv, TPolyLine3D, TPolyMarker3D, TShape, TF1, TF2, TF3, TGraph2D, TH1, TPolyMarker, TSpline, THistPainter, TPaletteAxis, TFile, TGenerator, TParticle, TPrimary, TParallelCoordVar, TVirtualPad, TVirtualGeoPainter, TVirtualGeoTrack, TVirtualHistPainter, TParallelCoordRange, TSpider, TGraphPolargram, and TParallelCoord.
Definition at line 631 of file TObject.cxx.
|
virtualinherited |
options parser
Reimplemented in TMVA::CrossValidation, and TMVA::Envelope.
Definition at line 123 of file Configurable.cxx.
Definition at line 568 of file MethodCategory.cxx.
|
virtualinherited |
Pop on object drawn in a pad to the top of the display list.
I.e. it will be drawn last and on top of all other primitives.
Reimplemented in TPad, TFrame, and TVirtualPad.
Definition at line 640 of file TObject.cxx.
|
overridevirtualinherited |
Print TNamed name and title.
Reimplemented from TObject.
Reimplemented in TSQLFile, TXMLFile, TScatter, TScatter2D, TParticleClassPDG, TParticlePDG, ROOT::Experimental::XRooFit::xRooNLLVar::xRooHypoPoint, ROOT::Experimental::XRooFit::xRooNLLVar::xRooHypoSpace, ROOT::Experimental::XRooFit::xRooNode, TPrincipal, TText, TXTRU, TSpectrum, TSpectrum2, TSpectrum3, TSQLColumnInfo, TSQLTableInfo, TTree, TTreeIndex, TParallelCoordVar, and TParallelCoordRange.
Definition at line 127 of file TNamed.cxx.
|
overridevirtualinherited |
prints out method-specific help method
Implements TMVA::IMethod.
Definition at line 3241 of file MethodBase.cxx.
|
inherited |
prints out the options set in the options string and the defaults
Definition at line 298 of file Configurable.cxx.
|
privateinherited |
the option string is decoded, for available options see "DeclareOptions"
Definition at line 445 of file MethodBase.cxx.
|
overrideprivatevirtual |
process user options
Implements TMVA::MethodCompositeBase.
Definition at line 536 of file MethodCategory.cxx.
|
inherited |
process all options the "CheckForUnusedOptions" is done in an independent call, since it may be overridden by derived class (sometimes, eg, fitters are used which can only be implemented during training phase)
Definition at line 328 of file MethodBase.cxx.
Read contents of object with specified name from the current directory.
First the key with the given name is searched in the current directory, next the key buffer is deserialized into the object. The object must have been created before via the default constructor. See TObject::Write().
Reimplemented in TKeyXML, TBuffer, TKey, and TKeySQL.
Definition at line 673 of file TObject.cxx.
|
privateinherited |
read number of classes from XML
Definition at line 1894 of file MethodBase.cxx.
|
inherited |
read option back from the weight file
Definition at line 434 of file Configurable.cxx.
|
inherited |
Definition at line 377 of file Configurable.cxx.
|
privateinherited |
read spectator info from XML
Definition at line 1854 of file MethodBase.cxx.
|
inherited |
Function to write options and weights to file.
Definition at line 1403 of file MethodBase.cxx.
|
inherited |
read the header from the weight files of the different MVA methods
Definition at line 1567 of file MethodBase.cxx.
|
inherited |
write reference MVA distributions (and other information) to a ROOT type weight file
Definition at line 1365 of file MethodBase.cxx.
|
privateinherited |
Definition at line 1457 of file MethodBase.cxx.
|
inherited |
for reading from memory
Definition at line 1446 of file MethodBase.cxx.
|
privateinherited |
read target info from XML
Definition at line 1936 of file MethodBase.cxx.
|
privateinherited |
read variable info from XML
Definition at line 1814 of file MethodBase.cxx.
|
privateinherited |
Read the variables (name, min, max) for a given data transformation method from the stream.
In the stream we only expect the limits which will be set
Definition at line 1702 of file MethodBase.cxx.
|
overridevirtualinherited |
Implements TMVA::MethodBase.
|
overridevirtualinherited |
Reimplemented from TMVA::MethodBase.
Definition at line 240 of file MethodBase.h.
|
overridevirtual |
read weights of sub-classifiers of MethodCategory from xml weight file
Implements TMVA::MethodBase.
Definition at line 464 of file MethodCategory.cxx.
|
virtualinherited |
Recursively remove this object from a list.
Typically implemented by classes that can contain multiple references to a same object.
Reimplemented in THistPainter, TCling, TDirectory, TFolder, TProcessID, TROOT, TCollection, THashList, TList, TObjArray, TBrowser, TObjectSpy, TObjectRefSpy, TListOfDataMembers, TListOfEnums, TListOfEnumsWithLock, TListOfFunctions, TListOfFunctionTemplates, ROOT::Internal::TCheckHashRecursiveRemoveConsistency, TViewPubDataMembers, TViewPubFunctions, TDialogCanvas, TInspectCanvas, TPad, TLegend, TGeometry, TNode, ROOT::RBrowserDataCleanup, TFitEditor, TGedEditor, TH1Editor, TH2Editor, TGFileBrowser, TRootBrowser, TRootBrowserLite, TRootContextMenu, TRootBrowserHistory, TEfficiency, TGraph, TGraph2D, TH1, THStack, TMultiGraph, TFileMerger, RooAbsCollection, RooAbsData, RooLinkedList, RooMCStudy, RooWorkspace, TChain, TFriendElement, TTree, TTreePlayer, and TVirtualPad.
Definition at line 684 of file TObject.cxx.
|
inlineinherited |
Definition at line 377 of file MethodBase.h.
|
inlinevirtualinherited |
Reimplemented in TMVA::MethodPDEFoam, TMVA::MethodBDT, TMVA::MethodCrossValidation, and TMVA::MethodSVM.
Definition at line 164 of file MethodBase.h.
|
protectedinherited |
resets the IsSet flag for all declare options to be called before options are read from stream
Definition at line 112 of file Configurable.cxx.
|
privateinherited |
Save this object in the file specified by filename.
otherwise the object is written to filename as a CINT/C++ script. The C++ code to rebuild this object is generated via SavePrimitive(). The "option" parameter is passed to SavePrimitive. By default it is an empty string. It can be used to specify the Draw option in the code generated by SavePrimitive.
The function is available via the object context menu.
Reimplemented in TSpline, TFolder, TGeoVolume, TClassTree, TPad, TPaveClass, TGObject, TSpline3, TSpline5, ROOT::Experimental::XRooFit::xRooNode, TTreePerfStats, TVirtualPad, TGraph, and TH1.
Definition at line 708 of file TObject.cxx.
|
virtualinherited |
Save a primitive as a C++ statement(s) on output stream "out".
Reimplemented in TGeoTessellated, TGraphEdge, TGraphNode, TGeoIdentity, TStyle, TCurlyArc, TCurlyLine, TGedMarkerSelect, TGedPatternSelect, TGColorSelect, TGFont, TGVerticalLayout, TGHorizontalLayout, TGRowLayout, TGColumnLayout, TGMatrixLayout, TGTileLayout, TGListLayout, TGListDetailsLayout, TGTextLBEntry, TGNumberEntryField, TGNumberEntry, TGTableLayoutHints, TGTableLayout, TGTextEdit, TGTextView, TGXYLayoutHints, TGXYLayout, TRootContainer, TGHtml, TEfficiency, TExec, TMacro, TGeoArb8, TGeoTrap, TGeoGtra, TGeoBBox, TGeoBoolNode, TGeoUnion, TGeoIntersection, TGeoSubtraction, TGeoCompositeShape, TGeoCone, TGeoConeSeg, TGeoElementRN, TGeoDecayChannel, TGeoEltu, TGeoHalfSpace, TGeoHype, TGeoMaterial, TGeoMixture, TGeoTranslation, TGeoRotation, TGeoCombiTrans, TGeoHMatrix, TGeoMedium, TGeoPara, TGeoParaboloid, TGeoPatternX, TGeoPatternY, TGeoPatternZ, TGeoPatternParaX, TGeoPatternParaY, TGeoPatternParaZ, TGeoPatternTrapZ, TGeoPatternCylR, TGeoPatternCylPhi, TGeoPatternSphR, TGeoPatternSphTheta, TGeoPatternSphPhi, TGeoPcon, TGeoPgon, TGeoScaledShape, TGeoShapeAssembly, TGeoSphere, TGeoTorus, TGeoTrd1, TGeoTrd2, TGeoTube, TGeoTubeSeg, TGeoCtub, TGeoVolume, TGeoXtru, TASImage, TAnnotation, TButton, TCanvas, TGroupButton, TPad, TPaveClass, TSlider, TSliderBox, TArc, TArrow, TBox, TCrown, TCutG, TDiamond, TEllipse, TFrame, TGaxis, TGraphPolar, TGraphPolargram, TLatex, TLegend, TLine, TMarker, TMathText, TPave, TPaveLabel, TPaveStats, TPavesText, TPaveText, TPolyLine, TText, TWbox, TGraphStruct, TAxis3D, THelix, TMarker3DBox, TPolyLine3D, TPolyMarker3D, TGHorizontal3DLine, TGVertical3DLine, TGButton, TGTextButton, TGPictureButton, TGCheckButton, TGRadioButton, TGButtonGroup, TGVButtonGroup, TGHButtonGroup, TGContainer, TGCanvas, TGComboBox, TGLineStyleComboBox, TGLineWidthComboBox, TGDockableFrame, TGDoubleVSlider, TGDoubleHSlider, TGFrame, TGCompositeFrame, TGVerticalFrame, TGHorizontalFrame, TGMainFrame, TGTransientFrame, TGGroupFrame, TGFSComboBox, TGFileContainer, TGGC, TGIcon, TGLabel, TGLayoutHints, TGListBox, TGListTree, TGListView, TGLVContainer, TGMdiFrame, TGMdiMainFrame, TGMdiMenuBar, TGPopupMenu, TGMenuTitle, TGMenuBar, TGProgressBar, TGHProgressBar, TGVProgressBar, TGHScrollBar, TGVScrollBar, TGShapedFrame, TGShutterItem, TGShutter, TGVSlider, TGHSlider, TGSplitFrame, TGVSplitter, TGHSplitter, TGVFileSplitter, TGStatusBar, TGTabLayout, TGTab, TGTextEntry, TGToolBar, TGTripleVSlider, TGTripleHSlider, TRootEmbeddedCanvas, TF1, TF12, TF2, TF3, TGraph, TGraph2D, TGraph2DAsymmErrors, TGraph2DErrors, TGraphAsymmErrors, TGraphBentErrors, TGraphErrors, TGraphMultiErrors, TH1, TH2Poly, THStack, TMultiGraph, TPolyMarker, TProfile, TProfile2D, TProfile3D, TScatter, TScatter2D, TSpline3, TSpline5, TPaletteAxis, TChain, TTreePerfStats, TParallelCoord, TParallelCoordVar, TPie, and TPieSlice.
Definition at line 858 of file TObject.cxx.
|
staticprotectedinherited |
Save object constructor in the output stream "out".
Can be used as first statement when implementing SavePrimitive() method for the object
Definition at line 777 of file TObject.cxx.
|
staticprotectedinherited |
Save invocation of primitive Draw() method Skipped if option contains "nodraw" string.
Definition at line 845 of file TObject.cxx.
|
protectedinherited |
Save object name and title into the output stream "out".
Definition at line 135 of file TNamed.cxx.
|
staticprotectedinherited |
Save array in the output stream "out" as vector.
Create unique variable name based on prefix value Returns name of vector which can be used in constructor or in other places of C++ code If flag === kTRUE, just add empty line If flag === 111, check if array is empty and return nullptr or <vectorname>.data()
Definition at line 796 of file TObject.cxx.
|
inlinevirtualinherited |
Definition at line 410 of file MethodBase.h.
|
inlineinherited |
Definition at line 347 of file MethodBase.h.
Set or unset the user status bits as specified in f.
Definition at line 888 of file TObject.cxx.
|
inlineinherited |
Definition at line 64 of file Configurable.h.
|
inlineinherited |
Definition at line 63 of file Configurable.h.
|
virtualinherited |
Set drawing option for object.
This option only affects the drawing style and is stored in the option field of the TObjOptLink supporting a TPad's primitive list (TList). Note that it does not make sense to call object.SetDrawOption(option) before having called object.Draw().
Reimplemented in TSystemDirectory, TSystemFile, TPad, TGFrame, TAxis, TBrowser, TPaveStats, TGedFrame, TRootBrowserLite, and RooPlot.
Definition at line 871 of file TObject.cxx.
|
staticinherited |
Set destructor only flag.
Definition at line 1204 of file TObject.cxx.
|
inlineinherited |
Definition at line 349 of file MethodBase.h.
|
inlineinherited |
Definition at line 348 of file MethodBase.h.
|
inlineinherited |
Definition at line 346 of file MethodBase.h.
|
inlineinherited |
Definition at line 356 of file MethodBase.h.
|
inlineinherited |
Definition at line 125 of file Configurable.h.
|
virtualinherited |
Set the name of the TNamed.
WARNING: if the object is a member of a THashTable or THashList container the container must be Rehash()'ed after SetName(). For example the list of objects in the current directory is a THashList.
Reimplemented in TEveScene, TColor, TSystemDirectory, TSystemFile, TNode, TRotMatrix, TShape, TEfficiency, TFormula, TGraph2D, TH1, RooAbsArg, RooAbsData, RooDataHist, RooDataSet, RooFitResult, RooPlot, ROOT::Experimental::XRooFit::xRooNode, TChain, TEventList, TTree, TGraph, and TDirectory.
Definition at line 149 of file TNamed.cxx.
Set all the TNamed parameters (name and title).
WARNING: if the name is changed and the object is a member of a THashTable or THashList container the container must be Rehash()'ed after SetName(). For example the list of objects in the current directory is a THashList.
Reimplemented in TContextMenu, TNode, TGraph2D, TH1, RooAbsArg, RooAbsData, RooDataHist, RooDataSet, RooFitResult, RooPlot, and TGraph.
Definition at line 163 of file TNamed.cxx.
|
inlineprotectedinherited |
Definition at line 434 of file MethodBase.h.
|
staticinherited |
Turn on/off tracking of objects in the TObjectTable.
Definition at line 1188 of file TObject.cxx.
Definition at line 85 of file Configurable.h.
|
inlineinherited |
Definition at line 338 of file MethodBase.h.
|
inlineinherited |
Definition at line 339 of file MethodBase.h.
|
inlineinherited |
Definition at line 352 of file MethodBase.h.
|
inlineinherited |
Definition at line 136 of file MethodBase.h.
Definition at line 315 of file MethodBase.h.
|
virtualinherited |
Set the title of the TNamed.
Reimplemented in ROOT::TSchemaRule::TSources, TParallelCoordVar, RooPlot, TSystemDirectory, TSystemFile, TEfficiency, TH1, THnBase, ROOT::Experimental::XRooFit::xRooNode, Axis2, TASImage, TF1, TGraph, and TGraph2D.
Definition at line 173 of file TNamed.cxx.
|
inlineinherited |
Definition at line 132 of file MethodBase.h.
|
virtualinherited |
set the tuning parameters according to the argument This is just a dummy .
. have a look at the MethodBDT how you could perhaps implement the same thing for the other Classifiers..
Reimplemented in TMVA::MethodBDT, and TMVA::MethodSVM.
Definition at line 546 of file MethodBase.cxx.
|
virtualinherited |
Set the unique object id.
Definition at line 899 of file TObject.cxx.
|
inherited |
setup of methods
Definition at line 311 of file MethodBase.cxx.
|
protectedinherited |
set directory of weight file
Definition at line 2036 of file MethodBase.cxx.
|
protectedinherited |
set the weight file name (depreciated)
Definition at line 2045 of file MethodBase.cxx.
|
virtualinherited |
Return size of the TNamed part of the TObject.
Reimplemented in TSQLFile, TXMLFile, TDirectory, TDirectoryFile, TFile, and TKey.
Definition at line 182 of file TNamed.cxx.
|
privateinherited |
splits the option string at ':' and fills the list 'loo' with the primitive strings
Definition at line 91 of file Configurable.cxx.
|
protectedinherited |
calculates rms,mean, xmin, xmax of the event variable this can be either done for the variables as they are or for normalised variables (in the range of 0-1) if "norm" is set to kTRUE
Definition at line 2919 of file MethodBase.cxx.
|
overridevirtual |
Reimplemented from TMVA::MethodBase.
|
inline |
Definition at line 143 of file MethodCategory.h.
Issue system error message.
Use "location" to specify the method where the system error occurred. Accepts standard printf formatting arguments.
Definition at line 1112 of file TObject.cxx.
|
inlineinherited |
|
virtualinherited |
initialization
Reimplemented in TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodBoost, and TMVA::MethodCuts.
Definition at line 1107 of file MethodBase.cxx.
|
virtualinherited |
test multiclass classification
Definition at line 1080 of file MethodBase.cxx.
|
virtualinherited |
calculate <sum-of-deviation-squared> of regression output versus "true" value from test sample
Definition at line 971 of file MethodBase.cxx.
|
overridevirtual |
train all sub-classifiers
Implements TMVA::MethodCompositeBase.
Definition at line 366 of file MethodCategory.cxx.
|
inherited |
Definition at line 552 of file MethodBase.cxx.
|
inlineprotectedinherited |
Definition at line 471 of file MethodBase.h.
|
virtualinherited |
Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked.
Reimplemented in TCanvas, TPad, TFrame, TPaveStats, TPaveText, TAxis3D, TGraph, TH1, and TTree.
Definition at line 909 of file TObject.cxx.
|
inlineprotectedinherited |
Definition at line 440 of file MethodBase.h.
Issue warning message.
Use "location" to specify the method where the warning occurred. Accepts standard printf formatting arguments.
Definition at line 1084 of file TObject.cxx.
|
virtualinherited |
Write this object to the current directory.
For more see the const version of this method.
Reimplemented in TSQLFile, TXMLFile, TDirectory, TBuffer, ROOT::TBufferMergerFile, TDirectoryFile, TFile, TParallelMergingFile, TCollection, TMap, and TTree.
Definition at line 989 of file TObject.cxx.
|
virtualinherited |
Write this object to the current directory.
The data structure corresponding to this object is serialized. The corresponding buffer is written to the current directory with an associated key with name "name".
Writing an object to a file involves the following steps:
Bufsize can be given to force a given buffer size to write this object. By default, the buffersize will be taken from the average buffer size of all objects written to the current file so far.
If a name is specified, it will be the name of the key. If name is not given, the name of the key will be the name as returned by GetName().
The option can be a combination of: kSingleKey, kOverwrite or kWriteDelete Using the kOverwrite option a previous key with the same name is overwritten. The previous key is deleted before writing the new object. Using the kWriteDelete option a previous key with the same name is deleted only after the new object has been written. This option is safer than kOverwrite but it is slower. NOTE: Neither kOverwrite nor kWriteDelete reduces the size of a TFile– the space is simply freed up to be overwritten; in the case of a TTree, it is more complicated. If one opens a TTree, appends some entries, then writes it out, the behaviour is effectively the same. If, however, one creates a new TTree and writes it out in this way, only the metadata is replaced, effectively making the old data invisible without deleting it. TTree::Delete() can be used to mark all disk space occupied by a TTree as free before overwriting its metadata this way. The kSingleKey option is only used by TCollection::Write() to write a container with a single key instead of each object in the container with its own key.
An object is read from the file into memory via TKey::Read() or via TObject::Read().
The function returns the total number of bytes written to the file. It returns 0 if the object cannot be written.
Reimplemented in TSQLFile, TXMLFile, TDirectory, TBuffer, TDirectoryFile, TFile, TParallelMergingFile, TCollection, TMap, and TTree.
Definition at line 964 of file TObject.cxx.
|
virtualinherited |
writes all MVA evaluation histograms to file
Reimplemented in TMVA::MethodBoost.
Definition at line 2071 of file MethodBase.cxx.
|
overridevirtualinherited |
write special monitoring histograms to file dummy implementation here --------------—
Implements TMVA::IMethod.
Reimplemented in TMVA::MethodLikelihood, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodCrossValidation, TMVA::MethodCuts, and TMVA::MethodRuleFit.
Definition at line 2110 of file MethodBase.cxx.
|
protectedinherited |
write complete options to output stream
Definition at line 408 of file Configurable.cxx.
|
inherited |
write options to output stream (e.g. in writing the MVA weight files
Definition at line 332 of file Configurable.cxx.
|
inherited |
write options and weights to file note that each one text file for the main configuration information and one ROOT file for ROOT objects are created
Definition at line 1381 of file MethodBase.cxx.
|
privateinherited |
general method used in writing the header of the weight files where the used variables, variable transformation type etc.
is specified
Definition at line 1247 of file MethodBase.cxx.
|
privateinherited |
general method used in writing the header of the weight files where the used variables, variable transformation type etc.
is specified
Definition at line 1311 of file MethodBase.cxx.
|
privateinherited |
write the list of variables (name, min, max) for a given data transformation method to the stream
Definition at line 1687 of file MethodBase.cxx.
|
friend |
Definition at line 59 of file MethodCategory.h.
Definition at line 139 of file MethodCategory.h.
|
friend |
Definition at line 141 of file MethodCategory.h.
Definition at line 140 of file MethodCategory.h.
|
protectedinherited |
Definition at line 532 of file MethodBase.h.
|
protectedinherited |
Definition at line 627 of file MethodBase.h.
|
privateinherited |
Definition at line 562 of file MethodBase.h.
|
privateinherited |
|
protected |
Definition at line 121 of file MethodCategory.h.
|
protected |
Definition at line 122 of file MethodCategory.h.
|
private |
Definition at line 136 of file MethodCategory.h.
|
private |
! needed in conjunction with TTreeFormulas for evaluation category expressions
Definition at line 135 of file MethodCategory.h.
|
privateinherited |
description of this configurable
Definition at line 116 of file Configurable.h.
|
privateinherited |
Definition at line 557 of file MethodBase.h.
|
protectedinherited |
Definition at line 97 of file MethodCompositeBase.h.
|
protectedinherited |
Definition at line 96 of file MethodCompositeBase.h.
|
privateinherited |
Definition at line 636 of file MethodBase.h.
|
privateinherited |
! the data set information (sometimes needed)
Definition at line 544 of file MethodBase.h.
|
private |
Definition at line 138 of file MethodCategory.h.
|
privateinherited |
default PDF definitions
Definition at line 581 of file MethodBase.h.
|
privateinherited |
efficiency histogram for rootfinder
Definition at line 579 of file MethodBase.h.
|
mutableprivateinherited |
Definition at line 645 of file MethodBase.h.
|
privateinherited |
Definition at line 565 of file MethodBase.h.
|
privateinherited |
unix sub-directory for weight files (default: DataLoader's Name + "weights")
Definition at line 574 of file MethodBase.h.
|
staticprivateinherited |
if true keep track of objects in TObjectTable
|
privateinherited |
MVA Pdfs are created for this classifier.
Definition at line 617 of file MethodBase.h.
|
privateinherited |
help flag
Definition at line 616 of file MethodBase.h.
|
privateinherited |
If true, events with negative weights are not used in training.
Definition at line 619 of file MethodBase.h.
|
protectedinherited |
Definition at line 525 of file MethodBase.h.
|
privateinherited |
Definition at line 551 of file MethodBase.h.
|
privateinherited |
! last declared option
Definition at line 113 of file Configurable.h.
|
privateinherited |
option list
Definition at line 114 of file Configurable.h.
|
mutableprotectedinherited |
! message logger
Definition at line 128 of file Configurable.h.
|
privateinherited |
checker for option string
Definition at line 110 of file Configurable.h.
|
privateinherited |
mean (background)
Definition at line 599 of file MethodBase.h.
|
privateinherited |
mean (signal)
Definition at line 598 of file MethodBase.h.
|
mutableprivateinherited |
Definition at line 563 of file MethodBase.h.
|
privateinherited |
Definition at line 552 of file MethodBase.h.
|
protected |
Definition at line 120 of file MethodCategory.h.
|
privateinherited |
Definition at line 553 of file MethodBase.h.
|
protectedinherited |
Definition at line 112 of file MethodCompositeBase.h.
|
privateinherited |
Definition at line 570 of file MethodBase.h.
|
protectedinherited |
Definition at line 535 of file MethodBase.h.
|
privateinherited |
background MVA PDF
Definition at line 583 of file MethodBase.h.
|
privateinherited |
signal MVA PDF
Definition at line 582 of file MethodBase.h.
|
protectedinherited |
Definition at line 528 of file MethodBase.h.
|
protectedinherited |
Definition at line 530 of file MethodBase.h.
|
protectedinherited |
Definition at line 529 of file MethodBase.h.
|
privateinherited |
Definition at line 663 of file MethodBase.h.
|
privateinherited |
Definition at line 659 of file MethodBase.h.
|
privateinherited |
Definition at line 664 of file MethodBase.h.
|
privateinherited |
options string
Definition at line 109 of file Configurable.h.
|
privateinherited |
method parent name, like booster name
Definition at line 572 of file MethodBase.h.
|
protectedinherited |
Definition at line 524 of file MethodBase.h.
|
privateinherited |
reference file for options writing
Definition at line 117 of file Configurable.h.
|
protectedinherited |
Definition at line 534 of file MethodBase.h.
|
protectedinherited |
Definition at line 667 of file MethodBase.h.
|
privateinherited |
RMS (background)
Definition at line 601 of file MethodBase.h.
|
privateinherited |
RMS (signal)
Definition at line 600 of file MethodBase.h.
|
privateinherited |
Definition at line 556 of file MethodBase.h.
|
inherited |
Definition at line 648 of file MethodBase.h.
|
protectedinherited |
Definition at line 626 of file MethodBase.h.
|
privateinherited |
Definition at line 546 of file MethodBase.h.
|
privateinherited |
Definition at line 547 of file MethodBase.h.
|
privateinherited |
Definition at line 568 of file MethodBase.h.
|
privateinherited |
PDFs of MVA distribution (background)
Definition at line 588 of file MethodBase.h.
|
privateinherited |
splines for signal eff. versus background eff.
Definition at line 589 of file MethodBase.h.
|
privateinherited |
Definition at line 640 of file MethodBase.h.
|
privateinherited |
Definition at line 639 of file MethodBase.h.
|
privateinherited |
PDFs of MVA distribution (signal)
Definition at line 587 of file MethodBase.h.
|
privateinherited |
PDFs of training MVA distribution (background)
Definition at line 592 of file MethodBase.h.
|
privateinherited |
splines for training signal eff. versus background eff.
Definition at line 593 of file MethodBase.h.
|
privateinherited |
Definition at line 643 of file MethodBase.h.
|
privateinherited |
Definition at line 642 of file MethodBase.h.
|
privateinherited |
PDFs of training MVA distribution (signal)
Definition at line 591 of file MethodBase.h.
|
privateinherited |
Definition at line 633 of file MethodBase.h.
|
privateinherited |
Definition at line 554 of file MethodBase.h.
|
protectedinherited |
! temporary dataset used when evaluating on a different data (used by MethodCategory::GetMvaValues)
Definition at line 420 of file MethodBase.h.
! temporary event when testing on a different DataSet than the own one
Definition at line 419 of file MethodBase.h.
|
privateinherited |
Definition at line 555 of file MethodBase.h.
|
inherited |
Definition at line 399 of file MethodBase.h.
|
privateinherited |
Definition at line 632 of file MethodBase.h.
|
privateinherited |
the list of transformations
Definition at line 609 of file MethodBase.h.
|
privateinherited |
pointer to the rest of transformations
Definition at line 608 of file MethodBase.h.
|
privateinherited |
Definition at line 662 of file MethodBase.h.
|
privateinherited |
|
privateinherited |
Definition at line 660 of file MethodBase.h.
|
privateinherited |
Definition at line 548 of file MethodBase.h.
|
privateinherited |
Definition at line 661 of file MethodBase.h.
|
protected |
Definition at line 124 of file MethodCategory.h.
|
protected |
Definition at line 123 of file MethodCategory.h.
|
privateinherited |
labels variable transform method
Definition at line 606 of file MethodBase.h.
|
privateinherited |
verbose flag
Definition at line 613 of file MethodBase.h.
|
privateinherited |
verbosity level
Definition at line 615 of file MethodBase.h.
|
privateinherited |
verbosity level (user input string)
Definition at line 614 of file MethodBase.h.
|
privateinherited |
weight file name
Definition at line 575 of file MethodBase.h.
|
privateinherited |
maximum (signal and background)
Definition at line 603 of file MethodBase.h.
|
privateinherited |
minimum (signal and background)
Definition at line 602 of file MethodBase.h.
