[{'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:lgbm_param =  {<br>    \'boosting_type\': \'gbdt\',<br>    \'objective\': \'binary\',<br>    \'metric\': \'binary_logloss\',<br>    "learning_rate": 0.03,<br>    "num_leaves": 24,<br>    "max_depth": 6,<br>    "colsample_bytree": 0.65,<br>    "subsample": 0.7,<br>    "reg_alpha": 0.1,<br>    "reg_lambda": 0.2,<br>    "nthread":8<br>}'}, {'role': 'assistant', 'content': "['modelling']"}]