NO.PZ2022123001000163
问题如下：
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
A predictive model that treats true parameters as if
they are noise
The discovery of unsubstantiated patterns that lead to
prediction errors
解释：
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.
老师，能否解释下三个选项都在说什么？我认为B的意思是说因为过度学习，把应该正确的（比如黑天鹅也是天鹅）当成了错误的（认为只有白天鹅才是天鹅），所以选了B。
