{"id":187,"date":"2015-08-11T12:45:26","date_gmt":"2015-08-11T12:45:26","guid":{"rendered":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm.jpeg"},"modified":"2015-08-11T12:45:26","modified_gmt":"2015-08-11T12:45:26","slug":"ttadm","status":"inherit","type":"attachment","link":"http:\/\/www.adrowitzer.at\/?attachment_id=187#main","title":{"rendered":"The Top Ten Algorithms in Data Mining"},"author":1,"comment_status":"closed","ping_status":"open","template":"","meta":[],"description":{"rendered":"<p class=\"attachment\"><a href='http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm.jpeg'><img width=\"199\" height=\"300\" src=\"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm-199x300.jpeg\" class=\"attachment-medium size-medium\" alt=\"\" loading=\"lazy\" srcset=\"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm-199x300.jpeg 199w, http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm.jpeg 230w\" sizes=\"(max-width: 199px) 100vw, 199px\" \/><\/a><\/p>\n<p>Die Top 10 Algorithmen im Data Mining laut IEEE International Conference on Data Mining 2006:<br \/>\n1. C4.5 (suite of algorithms for classification problems in ML and data mining)<br \/>\n2. K-Means<br \/>\n3. Support Vector Machines<br \/>\n4. Apriori (pattern finding)<br \/>\n5. EM (expectation-maximization, useful in incomplete-data problems)<br \/>\n6. PageRank (link-based ranking algorithm)<br \/>\n7. AdaBoost<br \/>\n8. k-Nearest Neighbors<br \/>\n9. Naive Bayes<br \/>\n10. CART: Classification and Regression Trees<\/p>\n<p>Sehr theoretisch und mit Pseudocode erkl\u00e4rt, f\u00fcr Einsteiger eher ungeeignet. Viele der Algorithmen habe ich in verschiedenen fertigen R Paketen schon verwendet, daher ist es eine sehr gute Vertiefung, wenn man wissen will, was dahinter steckt.<\/p>\n"},"caption":{"rendered":"<p><a href=\"http:\/\/www.amazon.de\/gp\/product\/1420089641\/ref=as_li_tl?ie=UTF8&#038;camp=1638&#038;creative=6742&#038;creativeASIN=1420089641&#038;linkCode=as2&#038;tag=acadr-21\" target=\"new\">The Top Ten Algorithms in Data Mining<\/a><img loading=\"lazy\" src=\"http:\/\/ir-de.amazon-adsystem.com\/e\/ir?t=acadr-21&#038;l=as2&#038;o=3&#038;a=1420089641\" width=\"1\" height=\"1\" border=\"0\" alt=\"\" style=\"border:none !important; margin:0px !important;\" \/><br \/>\n <a class=\"more-link\" href=\"http:\/\/www.adrowitzer.at\/?attachment_id=187#main\">Continue Reading &rarr;<\/a><\/p>\n"},"alt_text":"","media_type":"image","mime_type":"image\/jpeg","media_details":{"width":230,"height":346,"file":"2014\/04\/ttadm.jpeg","sizes":{"thumbnail":{"file":"ttadm-150x150.jpeg","width":150,"height":150,"mime_type":"image\/jpeg","source_url":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm-150x150.jpeg"},"medium":{"file":"ttadm-199x300.jpeg","width":199,"height":300,"mime_type":"image\/jpeg","source_url":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm-199x300.jpeg"},"small-featured":{"file":"ttadm-230x240.jpeg","width":230,"height":240,"mime_type":"image\/jpeg","source_url":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm-230x240.jpeg"},"full":{"file":"ttadm.jpeg","width":230,"height":346,"mime_type":"image\/jpeg","source_url":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm.jpeg"}},"image_meta":{"aperture":0,"credit":"","camera":"","caption":"","created_timestamp":0,"copyright":"","focal_length":0,"iso":0,"shutter_speed":0,"title":""}},"post":67,"source_url":"http:\/\/www.adrowitzer.at\/wordpress\/wp-content\/uploads\/2014\/04\/ttadm.jpeg","_links":{"self":[{"href":"http:\/\/www.adrowitzer.at\/index.php?rest_route=\/wp\/v2\/media\/187"}],"collection":[{"href":"http:\/\/www.adrowitzer.at\/index.php?rest_route=\/wp\/v2\/media"}],"about":[{"href":"http:\/\/www.adrowitzer.at\/index.php?rest_route=\/wp\/v2\/types\/attachment"}],"author":[{"embeddable":true,"href":"http:\/\/www.adrowitzer.at\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.adrowitzer.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=187"}]}}