[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify code snippets into one of the following categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']."}, {'role': 'user', 'content': 'Identify the single most appropriate category to which the provided code belongs. Provide your response as a single category label without any additional information, commentary, or personal opinions.\\nPython Code:ab = classifiers[0].fit(train.values[:,1:-1],\ntrain.values[:,-1].astype(int))\nab_result = ab.predict_proba(test.values[:,1:])\nab_sub_df = pd.DataFrame(ab_result, columns=[\'Adoption\', \'Died\', \'Euthanasia\',\n\'Return_to_owner\', \'Transfer\'])\nab_sub_df.insert(0, \'ID\', test.values[:,0].astype(int))\nprint(ab_sub_df)\nab_sub_df.to_csv(".../Kaggle/Shelter/Sheltersubmission.csv", index = False)'}, {'role': 'assistant', 'content': 'modelling'}]