[{'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:#\nrandom_state = 2\nclassifiers = []\nclassifiers.append(Lasso(random_state=random_state))\nclassifiers.append(LinearRegression())\nclassifiers.append(Ridge(random_state=random_state))\nclassifiers.append(ElasticNet(random_state=random_state))\nclassifiers.append(KNeighborsRegressor())\nclassifiers.append(SVR())\nclassifiers.append(RandomForestRegressor(random_state=random_state))\nclassifiers.append(GradientBoostingRegressor())\nclassifiers.append(AdaBoostRegressor(random_state = random_state))\nclassifiers.append(DecisionTreeRegressor())\nclassifiers.append(XGBRegressor())'"}, {'role': 'assistant', 'content': "['modelling']"}]