{"id":727,"date":"2017-03-12T12:11:00","date_gmt":"2017-03-12T12:11:00","guid":{"rendered":"http:\/\/www.kelp-ml.org\/?page_id=727"},"modified":"2017-03-13T15:31:42","modified_gmt":"2017-03-13T15:31:42","slug":"kernels-on-sequences","status":"publish","type":"page","link":"http:\/\/www.kelp-ml.org\/?page_id=727","title":{"rendered":"Kernels on Sequences"},"content":{"rendered":"<p>they are\u00a0<a href=\"http:\/\/www.kelp-ml.org\/kelp-javadoc\/current-version\/it\/uniroma2\/sag\/kelp\/kernel\/DirectKernel.html\">DirectKernel<\/a>s operating on\u00a0<a href=\"http:\/\/www.kelp-ml.org\/kelp-javadoc\/current-version\/it\/uniroma2\/sag\/kelp\/data\/representation\/sequence\/SequenceRepresentation.html\">SequenceRepresention<\/a>s.<\/p>\n<hr \/>\n<h3>Sequence\u00a0Kernel<\/h3>\n<p><strong>Java class<\/strong>: <a href=\"http:\/\/www.kelp-ml.org\/kelp-javadoc\/current-version\/it\/uniroma2\/sag\/kelp\/kernel\/sequence\/SequenceKernel.html\">SequenceKernel<\/a><\/p>\n<p><strong>Source code<\/strong>: <a href=\"https:\/\/github.com\/SAG-KeLP\/kelp-additional-kernels\/blob\/master\/src\/main\/java\/it\/uniroma2\/sag\/kelp\/kernel\/sequence\/SequenceKernel.java\" target=\"_blank\">SequenceKernel.java<\/a><\/p>\n<p><strong>Maven Project<\/strong>: <a href=\"https:\/\/github.com\/SAG-KeLP\/kelp-additional-kernels\">kelp-additional-kernels<\/a><\/p>\n<p><strong>JSON type<\/strong>:\u00a0seqk<\/p>\n<p><strong>Description<\/strong>:\u00a0it is a convolution kernel between sequences. The algorithm corresponds to the recursive computation presented in (Bunescu and Mooney, 2005).<\/p>\n<p><strong>Parameters<\/strong>:<\/p>\n<ul>\n<li><em>representation<\/em>: the String identifying the representation on which the kernel must operate<\/li>\n<li><em>maxSubseqLeng<\/em>: it is the maximum length of common subsequences considered by the kernel<\/li>\n<li><em>lambda<\/em>: the gap penalty<\/li>\n<\/ul>\n<hr \/>\n<h3>References<\/h3>\n<p>Razvan C. Bunescu and Raymond J. Mooney.\u00a0<em>Subsequence kernels for relation extraction<\/em>. 2005. In NIPS<\/p>\n","protected":false},"excerpt":{"rendered":"<p>they are\u00a0DirectKernels operating on\u00a0SequenceRepresentions. Sequence\u00a0Kernel Java class: SequenceKernel Source code: SequenceKernel.java Maven Project: kelp-additional-kernels JSON type:\u00a0seqk Description:\u00a0it is a convolution kernel between sequences. The algorithm corresponds to the recursive computation presented in (Bunescu and Mooney, 2005). Parameters: representation: the String identifying the representation on which the kernel must operate maxSubseqLeng: it is the maximum length <a href=\"http:\/\/www.kelp-ml.org\/?page_id=727\" rel=\"nofollow\"><span class=\"sr-only\">Read more about Kernels on Sequences<\/span>[&hellip;]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages\/727"}],"collection":[{"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=727"}],"version-history":[{"count":5,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages\/727\/revisions"}],"predecessor-version":[{"id":773,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages\/727\/revisions\/773"}],"wp:attachment":[{"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}