Select correlated feature to remove
sqft_living
and sqft_above
are highly correlated. That means that they contain mutual information. However, some of this mutual information is contained in other features as well, like sqft_basement
, bedrooms
, and bathrooms
. Which of the following options would remove the least amount of information from the dataset?
This exercise is part of the course
Dimensionality Reduction in R
Hands-on interactive exercise
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