8fd35f58ddb570ce1cf628a48358e4239836cf97,ParamSklearn/components/preprocessing/liblinear_svc_preprocessor.py,LibLinear_Preprocessor,get_hyperparameter_search_space,#Any#,80

Before Change

        intercept_scaling = UnParametrizedHyperparameter("intercept_scaling", 1)
        // This does not allow for other resampling methods!
        class_weight = CategoricalHyperparameter("class_weight",
                                                 ["None", "auto"],
                                                 default="None")
        cs = ConfigurationSpace()
        cs.add_hyperparameter(penalty)

After Change

        penalty = cs.add_hyperparameter(CategoricalHyperparameter(
            "penalty", ["l1", "l2"], default="l2"))
        loss = cs.add_hyperparameter(CategoricalHyperparameter(
            "loss", ["hinge", "squared_hinge"], default="squared_hinge"))
        dual = cs.add_hyperparameter(Constant("dual", "False"))
        // This is set ad-hoc
        tol = cs.add_hyperparameter(UniformFloatHyperparameter(
            "tol", 1e-5, 1e-1, default=1e-4, log=True))

Instances