深度学习 Kaggle playground模型融合练习赛(ML·二分类任务)
X_test = dict_vec.fit_transform(X_test.to_dict(orient='records'))rfc = RandomForestClassifier()cross_val_score(rfc, X_train, Y_train, cv=5).mean()# 执行训练及预测,并将预测结果写入文件,注意要和比赛要求的文件格式一致。rfc.fit(X_train, Y_train)rfc_y_predict = rfc.predict(X_test)rfc_submission = pd.DataFrame({'PassengerId': test['PassengerId'], 'Survived': rfc_y_predict})rfc_submission.to_csv('dataset/rfc_submission.csv')