{
    "id": 5903,
    "date": "2025-08-20T10:31:36",
    "date_gmt": "2025-08-20T10:31:36",
    "guid": {
        "rendered": "https:\/\/detralytics.com\/?p=5903"
    },
    "modified": "2026-08-21T13:30:51",
    "modified_gmt": "2026-08-21T13:30:51",
    "slug": "insurance-analytics-tree-based-method",
    "status": "publish",
    "type": "post",
    "link": "https:\/\/detralytics.com\/en\/training\/insurance-analytics-tree-based-method\/",
    "title": {
        "rendered": "Insurance analytics | Module 2 : Tree-based methods"
    },
    "content": {
        "rendered": "<div data-elementor-type=\"wp-post\" data-elementor-id=\"5903\" class=\"elementor elementor-5903\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4349e7c e-con-full e-flex e-con e-parent\" data-id=\"4349e7c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5733b32 elementor-widget elementor-widget-heading\" data-id=\"5733b32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Insurance analytics | Module 2 : Tree-based methods<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e52def elementor-widget elementor-widget-heading\" data-id=\"6e52def\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">M. Denuit, PhD &amp; J. Trufin, PhD<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fae3a2 e-con-full e-flex e-con e-parent\" data-id=\"4fae3a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ab7afb1 e-con-full e-flex e-con e-child\" data-id=\"ab7afb1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-254f0bc elementor-widget elementor-widget-heading\" data-id=\"254f0bc\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2e84fd elementor-widget elementor-widget-text-editor\" data-id=\"d2e84fd\" 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>This course has been conceived by actuaries for actuaries, accounting for all the specificities of insurance data instead of simply re-using standard recipes borrowed from other fields.<\/p><p>The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.<\/p><p>The sessions aim to be interactive, alternating between methodological parts and case studies performed in front of the audience.<\/p><p>Participants are invited to bring their own PC. Documentation including data sets and R code is made available through a supporting website. The installation of R packages prior to attendance is required.<\/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-79a6580 elementor-widget elementor-widget-heading\" data-id=\"79a6580\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Program<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d821de4 elementor-widget elementor-widget-text-editor\" data-id=\"d821de4\" 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<ol>\n  <li class=\"s12\"><span class=\"s8\">Introduction to <\/span><span class=\"s8\">recursive partitioning<\/span><\/li>\n  <li class=\"s12\">Classification and regression trees<\/li>\n  <li class=\"s12\">Bagging<\/li>\n  <li class=\"s12\">Random forests<\/li>\n  <li class=\"s12\">Tree-based boosting<\/li>\n<\/ol>\n\n<style>\n  ol li {\n    margin-bottom: 10px; \/* espace entre les points *\/\n  }\n<\/style>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7daa359 e-con-full e-flex e-con e-child\" data-id=\"7daa359\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-07e40ea e-con-full e-flex e-con e-child\" data-id=\"07e40ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-355647c elementor-widget elementor-widget-heading\" data-id=\"355647c\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Speakers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a56262 elementor-widget elementor-widget-image\" data-id=\"2a56262\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"501\" src=\"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond.png\" class=\"attachment-full size-full wp-image-2059\" alt=\"Michel Denuit\" srcset=\"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond.png 500w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-400x400.png 400w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-150x150.png 150w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-100x100.png 100w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-250x250.png 250w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-320x320.png 320w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-146x146.png 146w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-50x50.png 50w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-75x75.png 75w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-85x85.png 85w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-80x80.png 80w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\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-ab825d4 elementor-widget elementor-widget-heading\" data-id=\"ab825d4\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Michel Denuit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5bef2 elementor-widget elementor-widget-text-editor\" data-id=\"dd5bef2\" 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><em>Scientific Advisor, Detralytics<\/em><br \/><em>Professor, UCLouvain<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7822bb4 e-con-full e-flex e-con e-child\" data-id=\"7822bb4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b725d49 elementor-widget elementor-widget-image\" data-id=\"b725d49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/Julien.png\" class=\"attachment-full size-full wp-image-5905\" alt=\"Julien\" \/>\t\t\t\t\t\t\t\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-10e83a4 elementor-widget elementor-widget-heading\" data-id=\"10e83a4\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Julien Trufin<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1c1102 elementor-widget elementor-widget-text-editor\" data-id=\"b1c1102\" 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><em>Scientific Advisor, Detralytics<\/em><br \/><em>Professor, ULB<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f29719 e-con-full e-flex e-con e-child\" data-id=\"0f29719\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de7e2a elementor-widget elementor-widget-text-editor\" data-id=\"5de7e2a\" 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><b>Date : <\/b>On-Demand<\/p>\n<p><b><\/b><b>Duration : <\/b>6h<\/p>\n<p><b style=\"letter-spacing: 0.3px; background-color: transparent;\">Accreditation :<\/b><span style=\"letter-spacing: 0.3px; background-color: transparent;\"> 6CPD | 36PPC<\/span><\/p>\n<p><b>Level :<\/b> All<\/p>\n<p><b>Requirements :<\/b> PC with the installation of R packages<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-678e6db e-con-full e-flex e-con e-child\" data-id=\"678e6db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-898935e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"898935e\" 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\" href=\"mailto:learning@detralytics.eu\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Make a Request<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89b6347 e-con-full e-flex e-con e-parent\" data-id=\"89b6347\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-383049d elementor-widget elementor-widget-heading\" data-id=\"383049d\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Acquired skills<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc0d89b elementor-widget elementor-widget-text-editor\" data-id=\"bc0d89b\" 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>After completion of the training session, participants will have acquired a general knowledge of insurance analytics. They will be able to select the appropriate approach for their own data, run the R code and interpret the results.<\/p><p class=\"p2\">One month after the end of the training, a \u00a0follow-up discussion is organized to share experience in implementing the approach that have been presented.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a50dd4 e-con-full e-flex e-con e-child\" data-id=\"7a50dd4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e40b6a8 elementor-widget elementor-widget-heading\" data-id=\"e40b6a8\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">About our Speakers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64a8eff elementor-widget elementor-widget-heading\" data-id=\"64a8eff\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Michel Denuit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edc7bf2 elementor-widget elementor-widget-text-editor\" data-id=\"edc7bf2\" 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\tMichel is an Honorary Scientific Advisor at Detralytics, as well as a professor in actuarial science at the Universit\u00e9 Catholique de Louvain. He has international experience as a visiting professor, and has promoted many projects in collaboration with the industry. At Detralytics, Michel coaches young talents, provides cutting-edge training, fosters innovation and oversees R&#038;D projects.\n\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-bd6c1fa elementor-widget elementor-widget-heading\" data-id=\"bd6c1fa\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Julien Trufin<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b22df1c elementor-widget elementor-widget-text-editor\" data-id=\"b22df1c\" 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\tJulien is a Scientific Advisor at Detralytics, as well as a professor in Actuarial Science at the department of mathematics of the Universit\u00e9 Libre de Bruxelles. Julien has experience as a consultant and a strong academic background developed at prominent institutions, including Universit\u00e9 Laval (Canada), UCL, and ULB (Belgium). At Detralytics, Julien coaches young talents, provide cutting-edge training, fosters innovation and oversees R&#038;D projects.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f526e6c e-flex e-con-boxed e-con e-parent\" data-id=\"f526e6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bdc7809 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"bdc7809\" 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\" href=\"https:\/\/detralytics.com\/en\/trainings\/#opentrainings\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">All Trainings<\/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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>",
        "protected": false
    },
    "excerpt": {
        "rendered": "<p>The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.<\/p>",
        "protected": false
    },
    "author": 1,
    "featured_media": 5741,
    "comment_status": "closed",
    "ping_status": "closed",
    "sticky": false,
    "template": "",
    "format": "standard",
    "meta": {
        "footnotes": ""
    },
    "categories": [
        143
    ],
    "tags": [
        149
    ],
    "class_list": [
        "post-5903",
        "post",
        "type-post",
        "status-publish",
        "format-standard",
        "has-post-thumbnail",
        "hentry",
        "category-training",
        "tag-data-science"
    ],
    "yoast_head": "<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Training : Insurance analytics: A primer<\/title>\n<meta name=\"description\" content=\"The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/detralytics.com\/en\/training\/insurance-analytics-tree-based-method\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Training : Insurance analytics: A primer\" \/>\n<meta property=\"og:description\" content=\"The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/detralytics.com\/en\/training\/insurance-analytics-tree-based-method\/\" \/>\n<meta property=\"og:site_name\" content=\"detralytics.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-20T10:31:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-21T13:30:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1535\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Detralytics\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Detralytics\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/\"},\"author\":{\"name\":\"Detralytics\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/person\\\/afceedbd1f9efae3aff3db243bb1890d\"},\"headline\":\"Insurance analytics | Module 2 : Tree-based methods\",\"datePublished\":\"2025-08-20T10:31:36+00:00\",\"dateModified\":\"2026-08-21T13:30:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/\"},\"wordCount\":369,\"publisher\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"keywords\":[\"Data Science\"],\"articleSection\":[\"Training\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/\",\"url\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/\",\"name\":\"Training : Insurance analytics: A primer\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"datePublished\":\"2025-08-20T10:31:36+00:00\",\"dateModified\":\"2026-08-21T13:30:51+00:00\",\"description\":\"The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#primaryimage\",\"url\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"width\":2560,\"height\":1535,\"caption\":\"Insurance Analytics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-tree-based-method\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/detralytics.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Insurance analytics | Module 2 : Tree-based methods\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#website\",\"url\":\"https:\\\/\\\/detralytics.com\\\/\",\"name\":\"detralytics.com\",\"description\":\"People Drive Actuarial Innovation\",\"publisher\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/detralytics.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\",\"name\":\"Detralytics\",\"url\":\"https:\\\/\\\/detralytics.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/NEW-logo-detra.png\",\"contentUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/NEW-logo-detra.png\",\"width\":9329,\"height\":2348,\"caption\":\"Detralytics\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/18195267\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/person\\\/afceedbd1f9efae3aff3db243bb1890d\",\"name\":\"Detralytics\",\"url\":\"https:\\\/\\\/detralytics.com\\\/en\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->",
    "yoast_head_json": {
        "title": "Training : Insurance analytics: A primer",
        "description": "The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.",
        "robots": {
            "index": "index",
            "follow": "follow",
            "max-snippet": "max-snippet:-1",
            "max-image-preview": "max-image-preview:large",
            "max-video-preview": "max-video-preview:-1"
        },
        "canonical": "https:\/\/detralytics.com\/en\/training\/insurance-analytics-tree-based-method\/",
        "og_locale": "en_GB",
        "og_type": "article",
        "og_title": "Training : Insurance analytics: A primer",
        "og_description": "The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.",
        "og_url": "https:\/\/detralytics.com\/en\/training\/insurance-analytics-tree-based-method\/",
        "og_site_name": "detralytics.com",
        "article_published_time": "2025-08-20T10:31:36+00:00",
        "article_modified_time": "2026-08-21T13:30:51+00:00",
        "og_image": [
            {
                "width": 2560,
                "height": 1535,
                "url": "https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg",
                "type": "image\/jpeg"
            }
        ],
        "author": "Detralytics",
        "twitter_card": "summary_large_image",
        "twitter_misc": {
            "Written by": "Detralytics",
            "Estimated reading time": "2 minutes"
        },
        "schema": {
            "@context": "https:\/\/schema.org",
            "@graph": [
                {
                    "@type": "Article",
                    "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#article",
                    "isPartOf": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/"
                    },
                    "author": {
                        "name": "Detralytics",
                        "@id": "https:\/\/detralytics.com\/#\/schema\/person\/afceedbd1f9efae3aff3db243bb1890d"
                    },
                    "headline": "Insurance analytics | Module 2 : Tree-based methods",
                    "datePublished": "2025-08-20T10:31:36+00:00",
                    "dateModified": "2026-08-21T13:30:51+00:00",
                    "mainEntityOfPage": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/"
                    },
                    "wordCount": 369,
                    "publisher": {
                        "@id": "https:\/\/detralytics.com\/#organization"
                    },
                    "image": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#primaryimage"
                    },
                    "thumbnailUrl": "https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg",
                    "keywords": [
                        "Data Science"
                    ],
                    "articleSection": [
                        "Training"
                    ],
                    "inLanguage": "en-GB"
                },
                {
                    "@type": "WebPage",
                    "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/",
                    "url": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/",
                    "name": "Training : Insurance analytics: A primer",
                    "isPartOf": {
                        "@id": "https:\/\/detralytics.com\/#website"
                    },
                    "primaryImageOfPage": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#primaryimage"
                    },
                    "image": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#primaryimage"
                    },
                    "thumbnailUrl": "https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg",
                    "datePublished": "2025-08-20T10:31:36+00:00",
                    "dateModified": "2026-08-21T13:30:51+00:00",
                    "description": "The training proceed step by step, recalling the fundamental statistical concepts at the heart of tree-based methods. Their relative merits are illustrated by means of several case studies with insurance data.",
                    "breadcrumb": {
                        "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#breadcrumb"
                    },
                    "inLanguage": "en-GB",
                    "potentialAction": [
                        {
                            "@type": "ReadAction",
                            "target": [
                                "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/"
                            ]
                        }
                    ]
                },
                {
                    "@type": "ImageObject",
                    "inLanguage": "en-GB",
                    "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#primaryimage",
                    "url": "https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg",
                    "contentUrl": "https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg",
                    "width": 2560,
                    "height": 1535,
                    "caption": "Insurance Analytics"
                },
                {
                    "@type": "BreadcrumbList",
                    "@id": "https:\/\/detralytics.com\/training\/insurance-analytics-tree-based-method\/#breadcrumb",
                    "itemListElement": [
                        {
                            "@type": "ListItem",
                            "position": 1,
                            "name": "Home",
                            "item": "https:\/\/detralytics.com\/"
                        },
                        {
                            "@type": "ListItem",
                            "position": 2,
                            "name": "Insurance analytics | Module 2 : Tree-based methods"
                        }
                    ]
                },
                {
                    "@type": "WebSite",
                    "@id": "https:\/\/detralytics.com\/#website",
                    "url": "https:\/\/detralytics.com\/",
                    "name": "detralytics.com",
                    "description": "People Drive Actuarial Innovation",
                    "publisher": {
                        "@id": "https:\/\/detralytics.com\/#organization"
                    },
                    "potentialAction": [
                        {
                            "@type": "SearchAction",
                            "target": {
                                "@type": "EntryPoint",
                                "urlTemplate": "https:\/\/detralytics.com\/?s={search_term_string}"
                            },
                            "query-input": {
                                "@type": "PropertyValueSpecification",
                                "valueRequired": true,
                                "valueName": "search_term_string"
                            }
                        }
                    ],
                    "inLanguage": "en-GB"
                },
                {
                    "@type": "Organization",
                    "@id": "https:\/\/detralytics.com\/#organization",
                    "name": "Detralytics",
                    "url": "https:\/\/detralytics.com\/",
                    "logo": {
                        "@type": "ImageObject",
                        "inLanguage": "en-GB",
                        "@id": "https:\/\/detralytics.com\/#\/schema\/logo\/image\/",
                        "url": "https:\/\/detralytics.com\/wp-content\/uploads\/2020\/04\/NEW-logo-detra.png",
                        "contentUrl": "https:\/\/detralytics.com\/wp-content\/uploads\/2020\/04\/NEW-logo-detra.png",
                        "width": 9329,
                        "height": 2348,
                        "caption": "Detralytics"
                    },
                    "image": {
                        "@id": "https:\/\/detralytics.com\/#\/schema\/logo\/image\/"
                    },
                    "sameAs": [
                        "https:\/\/www.linkedin.com\/company\/18195267\/"
                    ]
                },
                {
                    "@type": "Person",
                    "@id": "https:\/\/detralytics.com\/#\/schema\/person\/afceedbd1f9efae3aff3db243bb1890d",
                    "name": "Detralytics",
                    "url": "https:\/\/detralytics.com\/en\/author\/admin\/"
                }
            ]
        }
    },
    "_links": {
        "self": [
            {
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/posts\/5903",
                "targetHints": {
                    "allow": [
                        "GET"
                    ]
                }
            }
        ],
        "collection": [
            {
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/posts"
            }
        ],
        "about": [
            {
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/types\/post"
            }
        ],
        "author": [
            {
                "embeddable": true,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/users\/1"
            }
        ],
        "replies": [
            {
                "embeddable": true,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/comments?post=5903"
            }
        ],
        "version-history": [
            {
                "count": 3,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/posts\/5903\/revisions"
            }
        ],
        "predecessor-version": [
            {
                "id": 6365,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/posts\/5903\/revisions\/6365"
            }
        ],
        "wp:featuredmedia": [
            {
                "embeddable": true,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/media\/5741"
            }
        ],
        "wp:attachment": [
            {
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/media?parent=5903"
            }
        ],
        "wp:term": [
            {
                "taxonomy": "category",
                "embeddable": true,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/categories?post=5903"
            },
            {
                "taxonomy": "post_tag",
                "embeddable": true,
                "href": "https:\/\/detralytics.com\/en\/wp-json\/wp\/v2\/tags?post=5903"
            }
        ],
        "curies": [
            {
                "name": "wp",
                "href": "https:\/\/api.w.org\/{rel}",
                "templated": true
            }
        ]
    }
}