def build_model(args, i_cv):
args.net = ARCHI(n_in=29, n_out=2, n_unit=args.n_unit)
args.optimizer = get_optimizer(args)
model = get_model(args, Regressor)
model.base_name = CALIB
model.set_info(DATA_NAME, BENCHMARK_NAME, i_cv)
return model
def build_model(args, i_cv):
args.net = ARCHI(n_in=31, n_out=2, n_unit=args.n_unit)
args.optimizer = get_optimizer(args)
model = get_model(args, Model)
model.set_info(DATA_NAME, BENCHMARK_NAME, i_cv)
return model
def build_model(args, i_cv):
args.net = ARCHI(n_in=29, n_out=2, n_extra=3, n_unit=args.n_unit)
args.optimizer = get_optimizer(args)
model = get_model(args, FilterRegressor)
model.set_info(DATA_NAME, BENCHMARK_NAME, i_cv)
return model
