t\mu_k-\frac{1}{2}\hat\mu_k^T(\hat\Sigma)^{-1}\hat\mu_k + \log \pi_k, \non
\end{eqnarray}\]</div>
<p>which is identical to the discriminant function used in the original space.</p>
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