Question 78 of 280
Single answerYou 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?
AConvert each categorical value into an integer value.
✓BConvert the categorical string data to one-hot hash buckets.
CMap the categorical variables into a vector of boolean values.
DConvert each categorical value into a run-length encoded string.
✓
Correct Answer: B
Convert the categorical string data to one-hot hash buckets.
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Explanation
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