double * trainFULL(svm_dataset dataset, properties props)
It trains a full SVM with a training set.
A dataset.
Definition: IOStructures.h:108
void printPIRWLSInstructions(void)
Print Instructions.
It represents a trained model that has been obtained using PIRWLS or PSIRWLS.
Definition: IOStructures.h:75
properties parseTrainPIRWLSParameters(int *argc, char ***argv)
It parses the command line.
double * subIRWLS(svm_dataset dataset, properties props, double *GIN, double *e, double *beta)
IRWLS procedure on a Working Set.
Input and Output structures and procedures.
Training parameters of the IRWLS procedures.
Definition: IOStructures.h:44
int * rpermute(int n)
Random permutation of n elements.
model calculatePIRWLSModel(properties props, svm_dataset dataset, double *beta)
It converts the result into a model struct.