[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify code snippets into one of the following categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']."}, {'role': 'user', 'content': "Identify the single most appropriate category to which the provided code belongs. Provide your response as a single category label without any additional information, commentary, or personal opinions.\\nPython Code:docs_new = ['God is love', 'OpenGL on the GPU is fast']\nX_new_counts = count_vect.transform(docs_new)\nX_new_tfidf = tfidf_transformer.transform(X_new_counts)\npredicted = clf.predict(X_new_tfidf)\nfor doc, category in zip(docs_new, predicted):\nprint('%r => %s' % (doc, twenty_train.target_names[category]))"}, {'role': 'assistant', 'content': 'prediction'}]