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typo softmax
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ludwigbothmann committed Nov 7, 2024
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2 changes: 1 addition & 1 deletion slides/multiclass/slides-mc-softmax-regression.tex
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Expand Up @@ -52,7 +52,7 @@
f_k(\xv) = \thetav_k^\top \xv, \quad k = 1, 2, ..., g,
$$
each indicating the confidence in class $k$.
\item The $g$ score functions are transformed into $g$ probability functions by the \textbf{softmax} function $s:\R^g \to \R^g$
\item The $g$ score functions are transformed into $g$ probability functions by the \textbf{softmax} function $s:\R^g \to [0,1]^g$

$$
\pi_k(\xv) = s(\fx)_k = \frac{\exp(\thetav_k^\top \xv)}{\sum_{j = 1}^g \exp(\thetav_j^\top \xv) }\,,
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