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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/f8750861/userguide/misc/approx.html
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 </div><!-- tocstop -->
 <h1 id="approximate-counting-using-hyperloglog">Approximate Counting using 
HyperLogLog</h1>
-<p><code>count(distinct value)</code> can often cause memory exhausted errors 
where input data and the cardinarity of value are large.</p>
+<p><code>count(distinct value)</code> can often cause memory exhausted errors 
where input data and the cardinality of value are large.</p>
 <p><a href="https://en.wikipedia.org/wiki/HyperLogLog"; 
target="_blank">HyperLogLog</a> is an efficient algorithm for approximating the 
number of distinct elements in a <a 
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 Hivemall implements <a 
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/f8750861/userguide/misc/generic_funcs.html
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/f8750861/userguide/misc/prediction.html
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/f8750861/userguide/misc/tokenizer.html
----------------------------------------------------------------------
diff --git a/userguide/misc/tokenizer.html b/userguide/misc/tokenizer.html
index 31109df..a1cc20d 100644
--- a/userguide/misc/tokenizer.html
+++ b/userguide/misc/tokenizer.html
@@ -2266,7 +2266,7 @@
 <blockquote>
 
<p>[&quot;&#x65E5;&#x672C;&quot;,&quot;&#x7D4C;&#x6E08;&quot;,&quot;&#x65B0;&#x805E;&quot;,&quot;&#x95A2;&#x897F;&quot;,&quot;&#x56FD;&#x969B;&quot;,&quot;&#x7A7A;&#x6E2F;&quot;]</p>
 </blockquote>
-<p>Note that you can pass <code>null</code> to each of the third and fourth 
argument to explicitly use Kuromoji&apos;s default stop words and stop tags. 
</p>
+<p>Note that you can pass <code>null</code> to each of the third and fourth 
argument to explicitly use Kuromoji&apos;s <a 
href="https://github.com/apache/lucene-solr/blob/master/lucene/analysis/kuromoji/src/resources/org/apache/lucene/analysis/ja/stopwords.txt";
 target="_blank">default stop words</a> and <a 
href="https://github.com/apache/lucene-solr/blob/master/lucene/analysis/kuromoji/src/resources/org/apache/lucene/analysis/ja/stoptags.txt";
 target="_blank">stop tags</a>.</p>
 <p>If you have a large custom dictionary as an external file, 
<code>userDict</code> can also be <code>const string userDictURL</code> which 
indicates URL of the external file on somewhere like Amazon S3:</p>
 <pre><code class="lang-sql"><span class="hljs-keyword">select</span> 
tokenize_ja(<span 
class="hljs-string">&quot;&#x65E5;&#x672C;&#x7D4C;&#x6E08;&#x65B0;&#x805E;&#xFF06;&#x95A2;&#x897F;&#x56FD;&#x969B;&#x7A7A;&#x6E2F;&quot;</span>,
 <span class="hljs-string">&quot;normal&quot;</span>, <span 
class="hljs-literal">null</span>, <span class="hljs-literal">null</span>,
                    <span 
class="hljs-string">&quot;https://raw.githubusercontent.com/atilika/kuromoji/909fd6b32bf4e9dc86b7599de5c9b50ca8f004a1/kuromoji-core/src/test/resources/userdict.txt&quot;</span>);
@@ -2342,7 +2342,7 @@ Apache Hivemall is an effort undergoing incubation at The 
Apache Software Founda
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index 6db27fa..6464498 100644
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