{"id":1169,"date":"2018-05-07T15:06:32","date_gmt":"2018-05-07T14:06:32","guid":{"rendered":"http:\/\/blogs.gm.fh-koeln.de\/ciop\/?p=1169"},"modified":"2018-05-07T15:11:49","modified_gmt":"2018-05-07T14:11:49","slug":"tdmr-2-0-now-available-on-cran","status":"publish","type":"post","link":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/2018\/05\/07\/tdmr-2-0-now-available-on-cran\/","title":{"rendered":"TDMR 2.0 now available on CRAN"},"content":{"rendered":"<p class=\"lead\">\n\tThe R package <strong>TDMR (Tuned Data Mining in R)<\/strong> is now <a href=\"https:\/\/cran.r-project.org\/package=TDMR\">available on CRAN<\/a> in a major new rel<a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity.png\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" alt=\"\" class=\"alignnone size-medium wp-image-1170\" src=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity-300x300.png\" style=\"float: right\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity-300x300.png 300w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity-150x150.png 150w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity-125x125.png 125w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/05\/sonar_sensitivity.png 672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>ease 2.0. It supports the new R&nbsp; package <strong><a href=\"http:\/\/cran.r-project.org\/package=SPOT\">SPOT 2.0<\/a> (Sequential Parameter Optimization Toolbox)<\/strong> with its largely redesigned and simplified interface. TDMR 2.0 has as well a simplified interface. <a href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone12a.d\/Kone12a.pdf\">TDMR documentation<\/a> and <a href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone12b.d\/Kone12b.pdf\">TDMR tutorials<\/a> have been rewritten to account for the simpler interface.\n<\/p>\n<p>\n\tTuned Data Mining in R (<a href=\"http:\/\/cran.r-project.org\/package=TDMR\">&#039;TDMR&#039;<\/a>) performs the complete tuning of a data mining task (predictive analytics, that is classification and regression). Preprocessing parameters and modeling parameters can be tuned simultaneously. It incorporates a variety of tuners (among them <a href=\"https:\/\/cran.r-project.org\/package=SPOT\">&#039;SPOT&#039;<\/a> and CMA with package <a href=\"https:\/\/cran.r-project.org\/package=rCMA\">&#039;rCMA&#039;<\/a>) and allows integration of additional tuners. Noise handling in the data mining optimization process is supported, see Koch et al. (2015) &lt;<a href=\"https:\/\/doi.org\/10.1016\/j.asoc.2015.01.005\">doi:10.1016\/j.asoc.2015.01.005<\/a>&gt;.\n<\/p>\n<p>\n\tMore information on TDMR is available on the <a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/research\/tuned-data-mining\/\">TDMR project page<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The R package TDMR (Tuned Data Mining in R) is now available on CRAN in a major new release 2.0. It supports the new R&nbsp; package SPOT 2.0 (Sequential Parameter Optimization Toolbox) with its largely redesigned and simplified interface. TDMR 2.0 has as well a simplified interface. TDMR documentation and TDMR tutorials have been rewritten...  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/2018\/05\/07\/tdmr-2-0-now-available-on-cran\/\" class=\"more-link\" title=\"Read TDMR 2.0 now available on CRAN\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":38,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[134],"tags":[],"class_list":["post-1169","post","type-post","status-publish","format-standard","hentry","category-allgemein"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/comments?post=1169"}],"version-history":[{"count":3,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1169\/revisions"}],"predecessor-version":[{"id":1173,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/posts\/1169\/revisions\/1173"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/media?parent=1169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/categories?post=1169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/tags?post=1169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}