| A picture of PCA with N=2 and M=1 |
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| The red point is
represented by the |
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| green point. Our
“reconstruction” of |
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| the red point has
an error equal to the |
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| squared distance
between red and |
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| green points. |
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| First
principal component: |
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| Direction
of greatest variance |
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