{"id":799,"date":"2017-03-13T17:53:42","date_gmt":"2017-03-13T17:53:42","guid":{"rendered":"http:\/\/www.kelp-ml.org\/?page_id=799"},"modified":"2017-03-13T22:43:27","modified_gmt":"2017-03-13T22:43:27","slug":"clusteringalgorithm","status":"publish","type":"page","link":"http:\/\/www.kelp-ml.org\/?page_id=799","title":{"rendered":"Clustering Algorithms"},"content":{"rendered":"<p>Algorithms that are able to organize data into clusters.<\/p>\n<hr \/>\n<h3>KernelBasedKMeansEngine<\/h3>\n<p><strong>Java class<\/strong>:\u00a0<a title=\"class in it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans\" href=\"http:\/\/www.kelp-ml.org\/kelp-javadoc\/current-version\/it\/uniroma2\/sag\/kelp\/learningalgorithm\/clustering\/kernelbasedkmeans\/KernelBasedKMeansEngine.html\" target=\"classFrame\">KernelBasedKMeansEngine<\/a><\/p>\n<p><strong>Source code<\/strong>:\u00a0<a id=\"e66af6df11a817fe471bb8328eaa8f09-a0ccf7ccfd36627d33379329e6bb3f39f54fba10\" class=\"js-navigation-open\" title=\"KernelBasedKMeansEngine.java\" href=\"https:\/\/github.com\/SAG-KeLP\/kelp-additional-algorithms\/blob\/master\/src\/main\/java\/it\/uniroma2\/sag\/kelp\/learningalgorithm\/clustering\/kernelbasedkmeans\/KernelBasedKMeansEngine.java\">KernelBasedKMeansEngine.java<\/a><\/p>\n<p><strong>Maven Project<\/strong>:\u00a0kelp-additional-algorithms<\/p>\n<p><strong>JSON type<\/strong>:\u00a0kernelbased_kmeans<\/p>\n<p><strong>Description<\/strong>:\u00a0Implements the Kernel Based K-means described in [Kulis et al.(2005)]<\/p>\n<p><strong>Parameters:<\/strong><\/p>\n<ul>\n<li><em>kernel<\/em>: The kernel function<\/li>\n<li><em>k<\/em>: The number of expected clusters<\/li>\n<li><em>maxIterations<\/em>: The maximum number of iterations<\/li>\n<\/ul>\n<hr \/>\n<h3>LinearKMeansEngine<\/h3>\n<p><strong>Java class<\/strong>:\u00a0<a title=\"class in it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans\" href=\"http:\/\/www.kelp-ml.org\/kelp-javadoc\/current-version\/it\/uniroma2\/sag\/kelp\/learningalgorithm\/clustering\/kmeans\/LinearKMeansEngine.html\" target=\"classFrame\">LinearKMeansEngine<\/a><\/p>\n<p><strong>Source code<\/strong>:\u00a0<a id=\"1642aa3a57de36cd8b411204f09a53d1-ac25f13bf53926d80531cc470f8ebf5007a00fff\" class=\"js-navigation-open\" title=\"LinearKMeansEngine.java\" href=\"https:\/\/github.com\/SAG-KeLP\/kelp-core\/blob\/master\/src\/main\/java\/it\/uniroma2\/sag\/kelp\/learningalgorithm\/clustering\/kmeans\/LinearKMeansEngine.java\">LinearKMeansEngine.java<\/a><\/p>\n<p><strong>Maven Project<\/strong>: kelp-core<\/p>\n<p><strong>JSON type<\/strong>:\u00a0kmeans<\/p>\n<p><strong>Description<\/strong>:\u00a0Implements the K-means Clustering Algorithm, that works on an Explicit feature Space<\/p>\n<p><strong>Parameters:<\/strong><\/p>\n<ul>\n<li><em>k<\/em>: The number of expected clusters<\/li>\n<li><em>maxIterations<\/em>: The maximum number of iterations<\/li>\n<li><em>representation<\/em>: The identifier of the representation to be considered<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Algorithms that are able to organize data into clusters. KernelBasedKMeansEngine Java class:\u00a0KernelBasedKMeansEngine Source code:\u00a0KernelBasedKMeansEngine.java Maven Project:\u00a0kelp-additional-algorithms JSON type:\u00a0kernelbased_kmeans Description:\u00a0Implements the Kernel Based K-means described in [Kulis et al.(2005)] Parameters: kernel: The kernel function k: The number of expected clusters maxIterations: The maximum number of iterations LinearKMeansEngine Java class:\u00a0LinearKMeansEngine Source code:\u00a0LinearKMeansEngine.java Maven Project: kelp-core JSON type:\u00a0kmeans <a href=\"http:\/\/www.kelp-ml.org\/?page_id=799\" rel=\"nofollow\"><span class=\"sr-only\">Read more about Clustering Algorithms<\/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\/799"}],"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=799"}],"version-history":[{"count":5,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages\/799\/revisions"}],"predecessor-version":[{"id":852,"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=\/wp\/v2\/pages\/799\/revisions\/852"}],"wp:attachment":[{"href":"http:\/\/www.kelp-ml.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}