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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/ce452ddb/userguide/multiclass/news20_one-vs-the-rest_dataset.html ---------------------------------------------------------------------- diff --git a/userguide/multiclass/news20_one-vs-the-rest_dataset.html b/userguide/multiclass/news20_one-vs-the-rest_dataset.html index 13f0685..465b243 100644 --- a/userguide/multiclass/news20_one-vs-the-rest_dataset.html +++ b/userguide/multiclass/news20_one-vs-the-rest_dataset.html @@ -125,7 +125,7 @@ <li> - <a href="http://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> + <a href="https://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> </li> @@ -2297,7 +2297,7 @@ source /home/myui/tmp/define-all.hive; </blockquote> <pre><code class="lang-sql"><span class="hljs-keyword">SET</span> hivevar:possible_labels=<span class="hljs-string">"1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,16,19,18,20"</span>; </code></pre> -<p><a href="https://github.com/myui/hivemall/blob/master/resources/misc/one-vs-rest.awk"; target="_blank">one-vs-rest.awk</a></p> +<p><a href="https://github.com/apache/incubator-hivemall/blob/master/resources/misc/one-vs-rest.awk"; target="_blank">one-vs-rest.awk</a></p> <pre><code>create or replace view news20_onevsrest_train as select transform(${possible_labels}, rowid, label, add_bias(features)) @@ -2379,7 +2379,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda <script> var gitbook = gitbook || []; gitbook.push(function() { - gitbook.page.hasChanged({"page":{"title":"Data preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"next":{"title":"PA","level":"7.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"previous":{"title":"Data preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"h2lb":3,"header":1,"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubato r-hivemall/"},"splitter":{},"search":{},"downloadpdf":{"base":"https://github.com/apache/incubator-hivemall/docs/gitbook","label":"PDF","multilingual":false},"multipart":{},"localized-footer":{"filename":"FOOTER.md","hline":"true"},"lunr":{"maxIndexSize":1000000,"ignoreSpecialCharacters":false},"katex":{},"fontsettings":{"theme":"white","family":"sans","size":2,"font":"sans"},"highlight":{},"codeblock-filename":{},"sitemap":{"hostname":"http://hivemall.incubator.apache.org/"},"theme-api":{"languages":[],"split":false,"theme":"dark"},"sharing":{"facebook":true,"twitter":true,"google":false,"weibo":false,"instapaper":false,"vk":false,"all":["facebook","google","twitter","weibo","instapaper"]},"edit-link":{"label":"Edit","base":"https://github.com/apache/incubator-hivemall/tree/master/docs/gitbook"},"theme-default":{"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"sh owLevel":true},"anchorjs":{"selector":"h1,h2,h3,*:not(.callout) > h4,h5"},"toggle-chapters":{},"expandable-chapters":{}},"theme":"default","pdf":{"pageNumbers":true,"fontSize":12,"fontFamily":"Arial","paperSize":"a4","chapterMark":"pagebreak","pageBreaksBefore":"/","margin":{"right":62,"left":62,"top":56,"bottom":56}},"structure":{"langs":"LANGS.md","readme":"README.md","glossary":"GLOSSARY.md","summary":"SUMMARY.md"},"variables":{},"title":"Hivemall User Manual","links":{"sidebar":{"<i class=\"fa fa-home\"></i> Home":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"multiclass/news20_one-vs-the-rest_dataset.md","mtime":"2018-08-29T08:55:00.279Z","type":"markdown"},"gitbook":{"version":"3.2.3","time":"2018-09-05T09:13:37.462Z"},"basePath":"..","book":{"language":""}}); 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}); </script> </div> http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/ce452ddb/userguide/recommend/movielens_cv.html ---------------------------------------------------------------------- diff --git a/userguide/recommend/movielens_cv.html b/userguide/recommend/movielens_cv.html index 84189a2..33b8345 100644 --- a/userguide/recommend/movielens_cv.html +++ b/userguide/recommend/movielens_cv.html @@ -125,7 +125,7 @@ <li> - <a href="http://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> + <a href="https://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> </li> @@ -2281,7 +2281,7 @@ specific language governing permissions and limitations under the License. --> -<p><a href="http://en.wikipedia.org/wiki/Cross-validation_%28statistics%29"; target="_blank">Cross-validation</a> is a model validation technique for assessing how a prediction model will generalize to an independent data set. This example shows a way to perform <a href="http://en.wikipedia.org/wiki/Cross-validation_%28statistics%29#k-fold_cross-validation"; target="_blank">k-fold cross validation</a> to evaluate prediction performance.</p> +<p><a href="https://en.wikipedia.org/wiki/Cross-validation_%28statistics%29"; target="_blank">Cross-validation</a> is a model validation technique for assessing how a prediction model will generalize to an independent data set. This example shows a way to perform <a href="https://en.wikipedia.org/wiki/Cross-validation_%28statistics%29#k-fold_cross-validation"; target="_blank">k-fold cross validation</a> to evaluate prediction performance.</p> <p><em>Caution:</em> Matrix factorization is supported in Hivemall v0.3 or later.</p> <h1 id="data-set-creating-for-10-folds-cross-validation">Data set creating for 10-folds cross validation.</h1> <pre><code class="lang-sql"><span class="hljs-keyword">use</span> movielens; @@ -2331,7 +2331,7 @@ cluster <span class="hljs-keyword">by</span> gid, <span class="hljs-keyword">ran <p>0.6695442192077673 (MAE)</p> <p>0.8502739040257945 (RMSE)</p> </blockquote> -<p><em>We recommend to use <a href="http://tez.apache.org/"; target="_blank">Tez</a> for running queries having many stages.</em></p> +<p><em>We recommend to use <a href="https://tez.apache.org/"; target="_blank">Tez</a> for running queries having many stages.</em></p> <p><div id="page-footer" class="localized-footer"><hr><!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. 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}); </script> </div> http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/ce452ddb/userguide/recommend/movielens_dataset.html ---------------------------------------------------------------------- diff --git a/userguide/recommend/movielens_dataset.html b/userguide/recommend/movielens_dataset.html index c620eaa..f6b4fca 100644 --- a/userguide/recommend/movielens_dataset.html +++ b/userguide/recommend/movielens_dataset.html @@ -125,7 +125,7 @@ <li> - <a href="http://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> + <a href="https://hivemall.incubator.apache.org/"; target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a> </li> @@ -2284,7 +2284,7 @@ <h1 id="data-preparation">Data preparation</h1> <p>First, downlod MovieLens dataset from the following site.</p> <blockquote> -<p><a href="http://www.grouplens.org/system/files/ml-1m.zip"; target="_blank">http://www.grouplens.org/system/files/ml-1m.zip</a></p> +<p><a href="http://files.grouplens.org/datasets/movielens/ml-1m.zip"; target="_blank">http://files.grouplens.org/datasets/movielens/ml-1m.zip</a></p> </blockquote> <p>Get detail about the dataset in the README.</p> <blockquote> @@ -2480,7 +2480,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda <script> var gitbook = gitbook || []; gitbook.push(function() { - gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"9.3.1","depth":2,"next":{"title":"Item-based collaborative filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"previous":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},{"title":"Item-based collaborative filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},{"title":"Factorization Machine","level":"9.3.4","depth":2,"path":"recommend/movielens_fm.md","ref":"recommend/movielens_fm.md"," articles":[]},{"title":"SLIM for fast top-k recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},{"title":"10-fold cross validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"h2lb":3,"header":1,"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf":{"base":"http s://github.com/apache/incubator-hivemall/docs/gitbook","label":"PDF","multilingual":false},"multipart":{},"localized-footer":{"filename":"FOOTER.md","hline":"true"},"lunr":{"maxIndexSize":1000000,"ignoreSpecialCharacters":false},"katex":{},"fontsettings":{"theme":"white","family":"sans","size":2,"font":"sans"},"highlight":{},"codeblock-filename":{},"sitemap":{"hostname":"http://hivemall.incubator.apache.org/"},"theme-api":{"languages":[],"split":false,"theme":"dark"},"sharing":{"facebook":true,"twitter":true,"google":false,"weibo":false,"instapaper":false,"vk":false,"all":["facebook","google","twitter","weibo","instapaper"]},"edit-link":{"label":"Edit","base":"https://github.com/apache/incubator-hivemall/tree/master/docs/gitbook"},"theme-default":{"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"showLevel":true},"anchorjs":{"selector":"h1,h2,h3,*:not(.callout) > h 4,h5"},"toggle-chapters":{},"expandable-chapters":{}},"theme":"default","pdf":{"pageNumbers":true,"fontSize":12,"fontFamily":"Arial","paperSize":"a4","chapterMark":"pagebreak","pageBreaksBefore":"/","margin":{"right":62,"left":62,"top":56,"bottom":56}},"structure":{"langs":"LANGS.md","readme":"README.md","glossary":"GLOSSARY.md","summary":"SUMMARY.md"},"variables":{},"title":"Hivemall User Manual","links":{"sidebar":{"<i class=\"fa fa-home\"></i> Home":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"recommend/movielens_dataset.md","mtime":"2018-08-29T08:55:00.281Z","type":"markdown"},"gitbook":{"version":"3.2.3","time":"2018-09-05T09:13:37.462Z"},"basePath":"..","book":{"language":""}}); 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