medial::models Namespace Reference

models namespace More...

Functions
string	getParamsInfraModel (void *model)
	returns string to create model with init_string. void * is MedPredictor
void *	copyInfraModel (void *model, bool delete_old=true)
	returns MedPredictor *, a clone copy of given model (params without learned data). if delete_old is true will free old given model
void	initInfraModel (void *&model)
	initialize model which is MedPredictor by copying it's parameters to new address and freeing old one
void	learnInfraModel (void *model, const vector< vector< float > > &xTrain, vector< float > &y, vector< float > &weights)
	run Learn on the MedPredictor - wrapper api
vector< float >	predictInfraModel (void *model, const vector< vector< float > > &xTest)
	run predict on the MedPredictor - wrapper api
void	get_pids_cv (MedPredictor *pred, MedFeatures &matrix, int nFolds, mt19937 &generator, vector< float > &preds)
	run cross validation where each pid is in diffrent fold and saves the preds.
void	get_cv (MedPredictor *pred, MedFeatures &matrix, int nFolds, mt19937 &generator, vector< float > &preds)
	run cross validation where each samples can be in diffrent fold and saves the preds.

Detailed Description

models namespace