from autogluon.common.space import Categorical, Real


def get_default_searchspace(problem_type, num_classes=None):
    spaces = {"C": Real(lower=0.1, upper=1e3, default=1), "proc.skew_threshold": Categorical(0.99, None), "penalty": Categorical("L2", "L1")}
    return spaces
