[{'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:num_feats = ['Id',\n       'L3_S30_F3514', 'L0_S9_F200', 'L3_S29_F3430', 'L0_S11_F314',\n       'L0_S0_F18', 'L3_S35_F3896', 'L0_S12_F350', 'L3_S36_F3918',\n       'L0_S0_F20', 'L3_S30_F3684', 'L1_S24_F1632', 'L0_S2_F48',\n       'L3_S29_F3345', 'L0_S18_F449', 'L0_S21_F497', 'L3_S29_F3433',\n       'L3_S30_F3764', 'L0_S1_F24', 'L3_S30_F3554', 'L0_S11_F322',\n       'L3_S30_F3564', 'L3_S29_F3327', 'L0_S2_F36', 'L0_S9_F180',\n       'L3_S33_F3855', 'L0_S0_F4', 'L0_S21_F477', 'L0_S5_F114',\n       'L0_S6_F122', 'L1_S24_F1122', 'L0_S9_F165', 'L0_S18_F439',\n       'L1_S24_F1490', 'L0_S6_F132', 'L3_S29_F3379', 'L3_S29_F3336',\n       'L0_S3_F80', 'L3_S30_F3749', 'L1_S24_F1763', 'L0_S10_F219',\n 'Response']"}, {'role': 'assistant', 'content': "['helper_functions', 'comment_only']"}]