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After normalizing the dataset ( Smoking . csv ) , which of the following option gives the correct set of eigenvalues? ( Note: 1 .

After normalizing the dataset $($ Smoking $.$ csv $),$ which of the following option gives the correct set of eigenvalues?

$($ Note: $1 .$ Please drop the columns ID and Smoking before proceeding with the task specified in the question. $2 .$ Please do not undertake any other preprocessing step $($ outlier treatment $/$ null values $)$ unless specified in the question. $)$

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