[{'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:best_n_estimators = gsearch.best_params_.get('n_estimators')\n\nbest_learning_rate = gsearch.best_params_.get('learning_rate')\n\nbest_max_depth = gsearch.best_params_.get('max_depth')\n\nbest_max_gamma = gsearch.best_params_.get('gamma')\n\nbest_max_eta = gsearch.best_params_.get('eta')\n\nbest_max_reg_alpha = gsearch.best_params_.get('reg_alpha')\n\nbest_max_reg_lambda = gsearch.best_params_.get('reg_lambda')\n\n\nbest_max_depth,best_n_estimators,best_learning_rate,best_max_gamma,best_max_eta,best_max_reg_alpha,best_max_reg_lambda"}, {'role': 'assistant', 'content': "['modelling']"}]