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small (?) typos
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BarclayII committed Jan 25, 2018
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6 changes: 3 additions & 3 deletions lecture_note.tex
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Expand Up @@ -329,8 +329,8 @@ \section{Supervised Learning}
D(y, M, \vx) = \left\{
\begin{array}{l l}
0, & \text{if } y=M(\vx) \\
-10, & \text{if } y=0\text{ and }M(\vx)=1 \\
-100, & \text{if } y=1\text{ and }M(\vx)=0
10, & \text{if } y=0\text{ and }M(\vx)=1 \\
100, & \text{if } y=1\text{ and }M(\vx)=0
\end{array}
\right..
\end{align*}
Expand Down Expand Up @@ -478,7 +478,7 @@ \section{Supervised Learning}
\end{align*}
where $J$ corresponds to the empirical cost, and
\begin{align*}
Z = \sum_{M \in H} \exp\left( -J(M, D_{\text{tra}} \right)
Z = \sum_{M \in H} \exp\left( -J(M, D_{\text{tra}}) \right)
\end{align*}
is a normalization constant.

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