[{'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:predicted_probs = model.predict_generator(image_generator(test['file'], TEST_DIR, size=SIZE, batch_size=batch_size, random_preproc=False),\n                                             steps=int(math.ceil(len(test['file'])/batch_size))\n                                            )\ntest['label'] = predicted_probs\ntest[['id','label']].to_csv('submission.csv', index=False)"}, {'role': 'assistant', 'content': 'evaluation'}]