{"id":1378,"date":"2022-10-12T12:18:54","date_gmt":"2022-10-12T12:18:54","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?p=1378"},"modified":"2023-08-24T13:54:41","modified_gmt":"2023-08-24T13:54:41","slug":"box-plot-for-clusters-characterising","status":"publish","type":"post","link":"https:\/\/dsrc.haifa.ac.il\/?p=1378","title":{"rendered":"Box Plot for Clusters Characterising"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1378\" class=\"elementor elementor-1378\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-9b045ee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b045ee\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8888bdd\" data-id=\"8888bdd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59d8bb0 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"59d8bb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_mobile&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Box Plot for Clusters Characterising<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3eca87d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3eca87d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-fe7685a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe7685a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3029c98\" data-id=\"3029c98\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2ca44ae elementor-widget elementor-widget-text-editor\" data-id=\"2ca44ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Unsupervise learning can be impoved by different visualization techniques and additional the combination of visualization and old school box plot can give fruitfull results.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc3fdae elementor-widget elementor-widget-button\" data-id=\"bc3fdae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/drive.google.com\/file\/d\/10lkvlCHxLsZZ4i_6qxzfz67AOjxUoUOR\/view?usp=drive_link\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-pdf\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">PDF File<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-068f7ea elementor-widget elementor-widget-text-editor\" data-id=\"068f7ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: right;\"><strong>\u05de\u05d8\u05e8\u05d4: <\/strong>\u05dc\u05dc\u05de\u05d3 \u05d3\u05e8\u05da \u05e0\u05d5\u05e1\u05e4\u05ea \u05dc\u05d0\u05e4\u05d9\u05d5\u05df \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea<\/p><p style=\"text-align: right;\"><strong>\u05d6\u05de\u05df \u05d4\u05e7\u05e8\u05d9\u05d0\u05d4:<\/strong> \u05db-10 \u05d3\u05e7\u05d5\u05ea<\/p><p style=\"text-align: right;\">\u05d1\u05d4\u05d3\u05e8\u05db\u05d4 \u05d6\u05d5 \u05e0\u05d3\u05d2\u05d9\u05dd:<\/p><ul style=\"text-align: right;\"><li>\u05d0\u05d9\u05da \u05dc\u05d1\u05e6\u05e2 \u05dc\u05de\u05d9\u05d3\u05d4 \u05dc\u05dc\u05d0 \u05de\u05d5\u05e8\u05d4 \u2013 \u05dc\u05de\u05e6\u05d5\u05d0 \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea \u05d1\u05e2\u05d6\u05e8\u05ea \u05de\u05d5\u05d3\u05d5\u05dc \u05d5\u05d9\u05d6\u05d5\u05d0\u05dc\u05d9 TSNE<\/li><li>\u05d0\u05d9\u05da \u05dc\u05d4\u05d1\u05d9\u05df \u05de\u05d4\u05d5\u05ea \u05e9\u05dc \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea \u05d1\u05e2\u05d6\u05e8\u05ea \u05de\u05d5\u05d3\u05d5\u05dc BOX PLOT<\/li><\/ul><p style=\"text-align: right;\"><strong>\u05de\u05d1\u05d5\u05d0<\/strong>: \u00a0\u05d1\u05dc\u05de\u05d9\u05d3\u05d4 \u05dc\u05d0 \u05de\u05e4\u05d5\u05e7\u05d7\u05ea \u05d0\u05d9\u05df \u05de\u05e9\u05ea\u05e0\u05d4 \u05de\u05d8\u05e8\u05d4. \u05d0\u05d7\u05ea \u05d4\u05de\u05e9\u05d9\u05de\u05d5\u05ea \u05d4\u05e9\u05d9\u05de\u05d5\u05e9\u05d9\u05d5\u05ea \u05d1\u05de\u05e7\u05e8\u05d4 \u05d6\u05d4 \u05d4\u05d9\u05d0 \u05dc\u05d7\u05dc\u05e7 \u05e0\u05ea\u05d5\u05e0\u05d9\u05dd \u05dc\u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea. \u05e2\u05d1\u05e8 \u05dc\u05d7\u05e4\u05e9 \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea \u05d1\u05d3\u05e8\u05db\u05d9\u05dd \u05e9\u05d5\u05e0\u05d5\u05ea: kmeans, dbscan, hierarchical clustering, tsne,\u2026<\/p><p style=\"text-align: right;\">\u05d0\u05d7\u05e8\u05d9 \u05e9\u05d7\u05d5\u05e7\u05e8\u05d9\u05dd \u05de\u05d5\u05e6\u05d0\u05d9\u05dd \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea, \u05d7\u05e9\u05d5\u05d1 \u05dc\u05e0\u05e1\u05d5\u05ea \u05dc\u05d4\u05d1\u05d9\u05df \u05de\u05d4\u05d9 \u05de\u05d4\u05d5\u05ea \u05e9\u05dc \u05db\u05dc \u05d0\u05e9\u05db\u05d5\u05dc. \u05d4\u05d9\u05d5\u05dd \u05e0\u05e8\u05d0\u05d4 \u05d0\u05d9\u05da \u05dc\u05d4\u05e9\u05ea\u05de\u05e9 \u05d1\u05de\u05d5\u05d3\u05d5\u05dc BOX PLOT \u05d1\u05de\u05d8\u05e8\u05d4 \u05dc\u05d4\u05d1\u05d9\u05df \u05d0\u05ea \u05d4\u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea \u05e9\u05e7\u05d9\u05d1\u05dc\u05e0\u05d5.<\/p><ul style=\"text-align: right;\"><li>\u05d1\u05e2\u05d6\u05e8\u05ea \u05de\u05d5\u05d3\u05d5\u05dc DATASETS \u05d8\u05e2\u05e0\u05d5 \u05d0\u05ea \u05d4\u05e0\u05ea\u05d5\u05e0\u05d9\u05dd EMPLOYEE ATRITION<\/li><\/ul><p style=\"text-align: right;\"><img decoding=\"async\" class=\"size-medium wp-image-9888 aligncenter\" src=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/1-1-300x95.png\" alt=\"\" width=\"300\" height=\"95\" srcset=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/1-1-300x95.png 300w, https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/1-1.png 624w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p style=\"text-align: right;\">\u05db\u05de\u05d5 \u05e9\u05d0\u05e4\u05e9\u05e8 \u05dc\u05e8\u05d0\u05d5\u05ea \u05d1\u05e0\u05ea\u05d5\u05e0\u05d9\u05dd \u05d9\u05e9 1470 \u05ea\u05e6\u05e4\u05d9\u05d5\u05ea \u05d532 \u05de\u05e9\u05ea\u05e0\u05d9\u05dd.<\/p><ul style=\"text-align: right;\"><li>\u05e0\u05e2\u05d6\u05e8 \u05d1\u05e9\u05d9\u05d8\u05ea \u05d4\u05e4\u05d7\u05ea \u05de\u05d9\u05de\u05d3 TSNE \u05d1\u05e2\u05d6\u05e8\u05ea \u05de\u05d5\u05d3\u05d5\u05dc TSNE<\/li><\/ul><p style=\"text-align: right;\"><img decoding=\"async\" class=\"size-medium wp-image-9891 aligncenter\" src=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/2-1-300x114.png\" alt=\"\" width=\"300\" height=\"114\" srcset=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/2-1-300x114.png 300w, https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/2-1.png 726w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p style=\"text-align: right;\">\u05d0\u05e4\u05e9\u05e8 \u05dc\u05e8\u05d0\u05d5\u05ea \u05db\u05d0\u05df 5 \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea.<\/p><p style=\"text-align: right;\">\u05db\u05e2\u05ea \u05d7\u05e9\u05d5\u05d1 \u05dc\u05d4\u05d1\u05d9\u05df \u05de\u05d4\u05d5 \u05de\u05d4\u05d5\u05ea \u05e9\u05dc \u05d0\u05e9\u05db\u05d5\u05dc. \u05dc\u05e6\u05d5\u05e8\u05da \u05d3\u05d5\u05d2\u05de\u05d0 \u05e0\u05d1\u05d7\u05e8 \u05d0\u05ea \u05d4\u05d0\u05e9\u05db\u05d5\u05dc \u05d4\u05d9\u05de\u05d9\u05e0\u05d9 \u05d1\u05d9\u05d5\u05ea\u05e8. \u05d9\u05e9 \u05dc\u05d4\u05d9\u05e2\u05d6\u05e8 \u05d1\u05db\u05e4\u05ea\u05d5\u05e8 CTRL \u05db\u05d3\u05d9 \u05dc\u05d1\u05d7\u05d5\u05e8 \u05d0\u05ea \u05d4\u05e0\u05e7\u05d5\u05d3\u05d5\u05ea \u05e9\u05dc \u05d4\u05d0\u05e9\u05db\u05d5\u05dc.<\/p><ul style=\"text-align: right;\"><li>\u05e0\u05d7\u05d1\u05e8 \u05d0\u05ea \u05d4\u05de\u05d5\u05d3\u05d5\u05dc BOX PLOT \u05dc\u05de\u05d5\u05d3\u05d5\u05dc TSNE<\/li><\/ul><p style=\"text-align: right;\"><img decoding=\"async\" class=\"size-medium wp-image-9892 aligncenter\" src=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/3-1-300x84.png\" alt=\"\" width=\"300\" height=\"84\" srcset=\"https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/3-1-300x84.png 300w, https:\/\/dsrc.haifa.ac.il\/wp-content\/uploads\/2023\/08\/3-1.png 624w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p style=\"text-align: right;\">\u05d0\u05e4\u05e9\u05e8 \u05dc\u05e8\u05d0\u05d5\u05ea \u05e9\u05d1\u05d0\u05e9\u05db\u05d5\u05dc \u05e9\u05d1\u05d7\u05e8\u05e0\u05d5 \u05db\u05d5\u05dc\u05dd \u05de\u05de\u05d7\u05dc\u05e7\u05ea SALES<\/p><p style=\"text-align: right;\">\u05dc\u05e6\u05d5\u05e8\u05da \u05ea\u05e8\u05d2\u05d9\u05dc \u05e2\u05e6\u05de\u05d9 \u05db\u05d3\u05d0\u05d9 \u05dc\u05e0\u05e1\u05d5\u05ea \u05e0\u05ea\u05d5\u05e0\u05d9\u05dd \u05d0\u05d7\u05e8\u05d9\u05dd, \u05d0\u05e4\u05e9\u05e8 \u05d2\u05dd \u05dc\u05d4\u05e9\u05ea\u05de\u05e9 \u05d1\u05e9\u05d9\u05d8\u05d5\u05ea \u05e9\u05d5\u05e0\u05d5\u05ea \u05dc\u05d7\u05d9\u05e4\u05d5\u05e9 \u05d0\u05e9\u05db\u05d5\u05dc\u05d5\u05ea.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4d78c44 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4d78c44\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1dc6bd9\" data-id=\"1dc6bd9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-171d675 elementor-widget elementor-widget-spacer\" data-id=\"171d675\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Box Plot for Clusters Characterising Unsupervise learning can be impoved by different visualization techniques and additional the combination of visualization and old school box plot can give fruitfull results. 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