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In 2-D, let x=[x1,x2]. Write down the explicit cubic feature mapping (x) as a vector; i.e., (x)=[f1(x1,x
2),,fN(x1,x2)] Hint Hint: (x) should be a 10-dimensional vector. (x)= You have used 0 of 20
attempts The cubic_features function in features.py is already implemented for you. That function
can handle input with an arbitrary dimension and compute the corresponding features for the cubic
Kernel. Note that here we don't leverage the kernel properties that allow us to do a more efficient
computation with the kernel function (without computing the features themselves). Instead, here
we do compute the cubic features explicitly and apply the PCA on the output features.

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