C/C++ declaration

extern long __stdcall Train(long Handle, long* Number, long TrainStyle, TCallBackFct* ACallBack);

Pascal declaration

function Train(Handle: LongInt; var Number: Integer; TrainStyle: Integer; ACallBack: TCallBackFct): LongInt; stdcall;

Training algorithm has been fixed with SetIValue with style ipBootStrapType.

Launch a training

IN                → Handle : Model handle.

IN/OUT        → Number: long

IN                → number or requested epochs

OUT        → number of actual epochs

IN                → TrainStyle: Combination of constants :

                         (0) TrS_Std                Standard training

                         (1) TrS_InitParam          Training with parameters initialization at the first cycle.

                         (2) TrS_Quiet              Quiet training (no info send with ACallBack)

                         (3) TrS_leverage          leverage computation after training.

                         (4) TrS_BootStrap        Bootstrap training from an already trained model.

                     The number of bootstrap is fixed with funxtion SetIValue with style "ipBootStrap".

                     The bootstrap type is fixed with SetIValue with style "ipBootStrapType". Available types are :

                       btStd (1)   : standard bootstrap

                       btResidual (2): residual bootstrap.

IN                → ACallBack: Callback function

Return        → 0 if OK, else error code:

-1  invalid handle

Remark : Before using this function, the data must be loaded. parameters may be initialized. In orfder to follow the training process, use the callback function and follow the returned values.

CreateNewModel

LoadModelFromFile

Primitives