You are creating a deep neural network classification model using a dataset with categorical input values. Certain columns have a cardinality greater than 10,000 unique values.
How should you encode these categorical values as input into the model?
A . Convert each categorical value into an integer value.
B . Convert the categorical string data to one-hot hash buckets.
C . Map the categorical variables into a vector of boolean values.
D . Convert each categorical value into a run-length encoded string.
Answer: C
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