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Posted to commits@hivemall.apache.org by my...@apache.org on 2017/09/28 03:35:02 UTC
incubator-hivemall-site git commit: Fixed a link in SLIM doc
Repository: incubator-hivemall-site
Updated Branches:
refs/heads/asf-site 4c02d418b -> 2f4e1b558
Fixed a link in SLIM doc
Project: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/commit/2f4e1b55
Tree: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/tree/2f4e1b55
Diff: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/diff/2f4e1b55
Branch: refs/heads/asf-site
Commit: 2f4e1b55813f2a29b1da4729b7f31d8b635eab47
Parents: 4c02d41
Author: Makoto Yui <yu...@gmail.com>
Authored: Thu Sep 28 12:34:49 2017 +0900
Committer: Makoto Yui <yu...@gmail.com>
Committed: Thu Sep 28 12:34:49 2017 +0900
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userguide/recommend/movielens_slim.html | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/2f4e1b55/userguide/recommend/movielens_slim.html
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diff --git a/userguide/recommend/movielens_slim.html b/userguide/recommend/movielens_slim.html
index 743545e..54d6ddf 100644
--- a/userguide/recommend/movielens_slim.html
+++ b/userguide/recommend/movielens_slim.html
@@ -2246,7 +2246,7 @@ SLIM is a representative of neighborhood-learning recommendation algorithm intro
</div><!-- tocstop -->
<h1 id="slim-optimization-objective">SLIM optimization objective</h1>
-<p>The optimization objective of <a href="(http:/glaros.dtc.umn.edu/gkhome/fetch/papers/SLIM2011icdm.pdf">SLIM</a>) is similar to Elastic Net (L1+L2 regularization) with additional constraints as follows:</p>
+<p>The optimization objective of <a href="http://glaros.dtc.umn.edu/gkhome/fetch/papers/SLIM2011icdm.pdf" target="_blank">SLIM</a> is similar to Elastic Net (L1+L2 regularization) with additional constraints as follows:</p>
<p><span class="katex-display"><span class="katex"><span class="katex-mathml"><math><semantics><mrow><mtable><mtr><mtd><mrow></mrow></mtd><mtd><mrow><mrow></mrow><mspace width="0.277778em"></mspace><mrow><mstyle mathsize="0.5em"><mtable><mtr><mtd><mrow></mrow></mtd></mtr><mtr><mtd><mrow><mstyle mathsize="1em"><mtext><mi mathvariant="normal">m</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">n</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">m</mi><mi mathvariant="normal">i</mi><mi mathvariant="normal">z</mi><mi mathvariant="normal">e</mi></mtext></mstyle></mrow></mtd></mtr><mtr><mtd><mrow><msup><mrow></mrow><mrow><mstyle mathsize="0.7em"><msub><mi>w</mi><mrow><mi>j</mi></mrow></msub></mstyle></mrow></msup></mrow></mtd></mtr></mtable></mstyle></mrow><mspace width="0.277778em"></mspace></mrow></mtd><mtd><mrow></mrow></mtd><mtd><mrow><mrow></mrow><mfrac><mrow><mn>1</mn></mrow><mrow><mn>2</mn></mrow></mfrac><mi mathvariant="normal">∥</mi><msub><mi>r</mi><mro
w><mi>j</mi></mrow></msub><mo>−</mo><mi>R</mi><msub><mi>w</mi><mrow><mi>j</mi></mrow></msub><msubsup><mi mathvariant="normal">∥</mi><mn>2</mn><mn>2</mn></msubsup><mo>+</mo><mfrac><mrow><mi>β</mi></mrow><mrow><mn>2</mn></mrow></mfrac><mi mathvariant="normal">∥</mi><msub><mi>w</mi><mrow><mi>j</mi></mrow></msub><msubsup><mi mathvariant="normal">∥</mi><mn>2</mn><mn>2</mn></msubsup><mo>+</mo><mi>λ</mi><mi mathvariant="normal">∥</mi><msub><mi>w</mi><mrow><mi>j</mi></mrow></msub><msub><mi mathvariant="normal">∥</mi><mn>1</mn></msub></mrow></mtd></mtr><mtr><mtd><mrow></mrow></mtd><mtd><mrow><mrow></mrow><mtext><mi mathvariant="normal">s</mi><mi mathvariant="normal">u</mi><mi mathvariant="normal">b</mi><mi mathvariant="normal">j</mi><mi mathvariant="normal">e</mi><mi mathvariant="normal">c</mi><mi mathvariant="normal">t</mi><mtext> </mtext><mi mathvariant="normal">t</mi><mi mathvariant="normal">o</mi></mtext></mrow></mtd><mtd><mrow><
/mrow></mtd><mtd><mrow><mrow></mrow><msub><mi>w</mi><mrow><mi>j</mi></mrow></msub><mo>≥</mo><mn>0</mn></mrow></mtd></mtr><mtr><mtd><mrow></mrow></mtd><mtd><mrow><mrow></mrow></mrow></mtd><mtd><mrow></mrow></mtd><mtd><mrow><mrow></mrow><mi>d</mi><mi>i</mi><mi>a</mi><mi>g</mi><mo>(</mo><mi>W</mi><mo>)</mo><mo>=</mo><mn>0</mn></mrow></mtd></mtr></mtable></mrow><annotation encoding="application/x-tex">
\begin{aligned}
& \;{\tiny\begin{matrix}\\ \normalsize \text{minimize} \\ ^{\scriptsize w_{j}}\end{matrix}}\;
@@ -2877,7 +2877,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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