Question: Consider a 2 - dimensional dataset representing the heights ( in cm ) and weights ( in kg ) of a group of individuals: (

Consider a

2 -

dimensional dataset representing the heights

(

in cm

)

and weights

(

in kg

)

of a group of individuals:

(150, 50) (160, 65) (170, 70) (180, 85)

Apply the PCA algorithm to this dataset to determine the principal components. Explain how these components can be interpreted in the context of analyzing physical attributes of the individuals.

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