[{'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:from sklearn.neural_network import MLPClassifier\n#Generate prediction using Neural Net\n\nmlp = MLPClassifier(activation='identity', solver='sgd',learning_rate='adaptive', alpha=0.0001, batch_size='auto')\nmlp.fit(X_train,y_train)\npredsmlp = mlp.predict(X_test1)\nfrom sklearn import metrics\nprint(classification_report(y_test1, predsmlp, target_names=target_names))"}, {'role': 'assistant', 'content': 'modelling'}]