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FIX: latex error, delta -> sigma
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scharoun authored May 19, 2017
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Expand Up @@ -127,7 +127,7 @@ g^k(\mathbf{x})=\prod_{j=1}^L \sigma(2\delta(leftchild) - 1)
$$
![hsgf](pics/hsoftmax_gating.png)

$L$ is the length of path from root to leaf, $\delta$ is an indicator function and $\delta$ is a simoid function.
$L$ is the length of path from root to leaf, $\delta$ is an indicator function and $\sigma$ is a simoid function.

HSGF has stronger non-linear ability than SGF. Theoretically, HSGF can divide any complex space. GBST with SGF is tree stump with $K$ leaves. HSGF is a complete binary tree, with no requirement of full binary tree. We will provide common binary tree in the future.

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