19b609754c23e8fb434236e4bbd5341d1745109c,smac/smbo/smbo.py,SMBO,__init__,#SMBO#Any#Any#Any#,20

Before Change

        for i, param in enumerate(self.config_space.get_parameter_names()):
            if param in self.config_space.get_categorical_parameters():
                n_cats = len(self.config_space.get_categorical_values(param))
                self.types[i] = n_cats
                X_lower[i] = 0
                X_upper[i] = n_cats
            elif param in self.config_space.get_continuous_parameters():
                lo, up = self.config_space.parameters[param].values
                X_lower[i] = lo
                X_upper[i] = up

After Change

            Seed that is passed to random forest
        """

        with open(pcs_file) as fh:
            self.config_space = pcs.read(fh.read())
            self.config_space.seed(seed)
        self.instance_features = instance_features

        // Extract types vector for rf from config space
        self.types = np.zeros(len(self.config_space.get_hyperparameter()))

Instances