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Exam2019 pb21

Hello,
I am not sure why in pb21 of the 2019 exam do we have that the decisionboundary corresponds to the 2nd PCA variable?
Thanks a lot!Screenshot_2022-01-12-12-08-32-728.jpeg

Top comment

Hello,
I am not sure I totally understand your question.
In this problem, the explanatory variables are 2D, we project onto the first PC (to compress them). After the projection, we have points that are on the direction on the first PC and we can see, in dataset 1, classifying the points is easy as their projections are separable.
We didn't make a concrete use of the second PC in this problem.

Please let me know if this does not answer your question.

Karim

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