1.是否需要降维？
Dimensionality reduction we normally use it to visualize our data and to find hidden information
we don't normally see. Also, it is use for optimizing of course this is under the assumption that
when implementing dimensionality reduction to your dataset it is representative of the actual
dataset. You can find this out through the explained variance.