[{'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:#P1 int testset has no 7,8,10,11,13,14,16 values skew 1.8\n#P2 FLOAT skew 0.03 test set only few decima values between 1 and 2, 4 and 5, \n#P3 float skew 0.14 test set only some decimal values between 4 and 5\n#P10 int64 skew 1.70 test set 80% values are 5, 15% values are 10, test set exactly like train set.\n#P22 int64 skew 0.79 test set 25% values are 1, 20% 2, 15% 3 , 12% 4, 9% 5 gradually decreasing distribution\n#P23 int64 skew 3.24 test set 40% values are 1, 15% 2, 12% 3, 9% 4, 14% 5, 3-4% each 10 15 20 25\n#P10 train and test exactly thesame'}, {'role': 'assistant', 'content': "['helper_functions']"}]