[{'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:# Create submission file: 2 colmuns with header id, label\nsubmission = pd.DataFrame({'id':os.listdir(f'{PATH}test1'), 'label':label_probs})\nsubmission['id'] = submission['id'].map(lambda x: x.split('.')[0])\nsubmission['id'] = submission['id'].astype(int)\nsubmission = submission.sort_values('id')\nsubmission.to_csv('../working/submission.csv', index=False)"}, {'role': 'assistant', 'content': "['save_results']"}]