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fix eq
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kashefy committed May 6, 2020
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5 changes: 2 additions & 3 deletions notes/03_kernel-pca/3_kpca.tex
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Expand Up @@ -571,9 +571,8 @@ \subsubsection{Normalize the eigenvectors}

Recall, that PCA solves the eigenvalue problem

\begin{equation}
%\label{eq:cov}
\vec C_{\phi} = \frac{1}{p} \sum_{\alpha=1}^{p} \vec{\phi}_{(\vec{x}^{(\alpha)})} \vec{\phi}^{\top}_{(\vec{x}^{(\alpha)})}
\begin{equation}
\vec C_{\phi} \, \vec e = \lambda \vec e
\end{equation}

At the solution, $\vec e^\top \vec e = 1$. $\vec e$ are normalized eigenvectors to use as PCs.
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