NO.PZ2022081802000113
问题如下:
Question Which of the following errors would most likely be a result of overfitting a machine learning model?选项:
A.Inability to recognize relationships within the training data B.A predictive model that treats true parameters as if they are noise C.The discovery of unsubstantiated patterns that lead to prediction errors解释:
SolutionC is correct. Overfitting a model can lead to the discovery of unsubstantiated patterns that lead to prediction errors and incorrect output forecasts.
A is incorrect. The inability to recognize relationships within the training data most likely results from underfitting the model.
B is incorrect. The development of a predictive model that treats true parameters as if they are noise is most likely a result of underfitting the model.
B和C选项分别对应基础班讲义上的哪里, 是什么意思呢