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authorMatei Alexandru Zaharia <matei@apache.org>2014-04-11 19:12:08 +0000
committerMatei Alexandru Zaharia <matei@apache.org>2014-04-11 19:12:08 +0000
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Update MLlib algos
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<div class="col-md-4 col-padded">
<h3>Algorithms</h3>
<p>
- MLlib 0.8.1 contains the following algorithms:
+ MLlib 0.9 contains the following algorithms:
</p>
<ul class="list-narrow">
<li>K-means clustering with <a href="http://theory.stanford.edu/~sergei/papers/vldb12-kmpar.pdf">K-means|| initialization</a>.</li>
@@ -250,7 +250,7 @@
<li>L<sub>1</sub>- and L<sub>2</sub>-regularized <a href="http://en.wikipedia.org/wiki/Logistic_regression">logistic regression</a>.</li>
<li><a href="http://www.hpl.hp.com/personal/Robert_Schreiber/papers/2008%20AAIM%20Netflix/netflix_aaim08(submitted).pdf">Alternating least squares</a> collaborative filtering, with explicit
ratings or <a href="http://www2.research.att.com/~yifanhu/PUB/cf.pdf">implicit feedback</a>.</li>
- <!--<li><a href="http://en.wikipedia.org/wiki/Naive_Bayes_classifier">Naive Bayes</a> multinomial classification.</li>-->
+ <li><a href="http://en.wikipedia.org/wiki/Naive_Bayes_classifier">Naive Bayes</a> multinomial classification.</li>
<li>Stochastic gradient descent.</li>
</ul>
<p>Refer to the <a href="/docs/latest/mllib-guide.html">MLlib guide</a> for usage examples.</p>