[{'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:X = testingData[[\'bathrooms\', \'bedrooms\', \'latitude\', \'longitude\', \'price\', \'numPics\', \'has_ac\', \'included_offer\', \'concierge\', \'laundry\']]<br><br>predictions = regr.predict_proba(X)<br><br>output = pd.DataFrame(testingData[\'listing_id\'], columns = [\'listing_id\'])<br><br>output[\'high\'] = predictions[:,0]<br>output[\'low\'] = predictions[:,1]<br>output[\'medium\'] = predictions[:,2]<br><br><br>output.to_csv("submission1.csv", index=False)'}, {'role': 'assistant', 'content': "['evaluation', 'prediction']"}]