Question: You want to reduce the data into a 1 - dim space. You are given the first principal component ( 0 . 6 9 4

You want to reduce the data into a 1-dim space. You are given the first principal component (0.694,0.720).1.4 Points. What is the representation for data#1 and data#8 in the first principal space? 2.4 Points. What are the xy coordinates in the raw space reconstructed using this first principal for data#1 and data#8?3.4 Points. What is the representation for data#1 and data#8 in the second principal space? 4.3 Points. What is the reconstruction error if you use two principal components to represent raw data?

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