3f37e01baf6929e39ca7bedfcd27915783380e8a,smac/runhistory/runhistory2epm.py,RunHistory2EPM4Cost,_build_matrix,#RunHistory2EPM4Cost#Any#Any#Any#Any#,269

Before Change

        for row, (key, run) in enumerate(run_dict.items()):
            // Scaling is automatically done in configSpace
            conf = runhistory.ids_config[key.config_id]
            conf = impute_inactive_values(conf)
            if self.n_feats:
                feats = self.instance_features[key.instance_id]
                X[row, :] = np.hstack((conf.get_array(), feats))
            else:
                X[row, :] = conf.get_array()
            // run_array[row, -1] = instances[row]
            if self.scenario.run_obj == "runtime":
                if run.status != StatusType.SUCCESS:
                    y[row, 0] = run.time * par_factor

After Change

        for row, (key, run) in enumerate(run_dict.items()):
            // Scaling is automatically done in configSpace
            conf = runhistory.ids_config[key.config_id]
            conf_array = impute_inactive_hyperparameters([conf])[0]
            if self.n_feats:
                feats = self.instance_features[key.instance_id]
                X[row, :] = np.hstack((conf_array, feats))
            else:

Instances