[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify the code snippets into categories from the provided list of categories. List of categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']"}, {'role': 'user', 'content': 'Identify to which category the provided code belongs and assign the code snippet to at least 1 but up to 5 categories based on the probabilities, ignore if the probability of the category is negligible. Strictly provide your response as a list. Avoid providing any additional information, commentary, or personal opinions.\\nPython Code:# the 5 most frequent "destinations" are ["NDF","US","other","FR","IT"]<br># baseline: predict ["NDF","US","other","FR","IT"] for each user in the test set<br><br>res = [[x, destination] for x in df_test_users["id"] for destination in ["NDF","US","other","FR","IT"]]<br>sub_baseline = pd.DataFrame(np.array(res), columns=[\'id\', \'country\'])<br>sub_baseline.to_csv(\'sub_baseline.csv\', index=False)'}, {'role': 'assistant', 'content': "['save_results']"}]