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-<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Classification · LearnAPI.jl</title><meta name="title" content="Classification · LearnAPI.jl"/><meta property="og:title" content="Classification · LearnAPI.jl"/><meta property="twitter:title" content="Classification · LearnAPI.jl"/><meta name="description" content="Documentation for LearnAPI.jl."/><meta property="og:description" content="Documentation for LearnAPI.jl."/><meta property="twitter:description" content="Documentation for LearnAPI.jl."/><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" 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class="docs-menu"><li><a class="tocitem" href="../../">Home</a></li><li><a class="tocitem" href="../../anatomy_of_an_implementation/">Anatomy of an Implementation</a></li><li><input class="collapse-toggle" id="menuitem-3" type="checkbox"/><label class="tocitem" for="menuitem-3"><span class="docs-label">Reference</span><i class="docs-chevron"></i></label><ul class="collapsed"><li><a class="tocitem" href="../../reference/">Overview</a></li><li><a class="tocitem" href="../../fit_update/">fit/update</a></li><li><a class="tocitem" href="../../predict_transform/">predict/transform</a></li><li><a class="tocitem" href="../../kinds_of_target_proxy/">Kinds of Target Proxy</a></li><li><a class="tocitem" href="../../target_weights_features/">target/weights/features</a></li><li><a class="tocitem" href="../../obs/">obs</a></li><li><a class="tocitem" href="../../accessor_functions/">Accessor Functions</a></li><li><a class="tocitem" href="../../traits/">Algorithm Traits</a></li></ul></li><li><a class="tocitem" href="../../common_implementation_patterns/">Common Implementation Patterns</a></li><li><a class="tocitem" href="../../testing_an_implementation/">Testing an Implementation</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Classification</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Classification</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/JuliaAI/LearnAPI.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/JuliaAI/LearnAPI.jl/blob/dev/docs/src/patterns/classification.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Classification"><a class="docs-heading-anchor" href="#Classification">Classification</a><a id="Classification-1"></a><a class="docs-heading-anchor-permalink" href="#Classification" title="Permalink"></a></h1><p>See these examples from tests:</p><ul><li><a href="https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/gradient_descent.jl">perceptron classifier</a></li></ul></article><nav class="docs-footer"><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option 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+<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Classification · LearnAPI.jl</title><meta name="title" content="Classification · LearnAPI.jl"/><meta property="og:title" content="Classification · LearnAPI.jl"/><meta property="twitter:title" content="Classification · LearnAPI.jl"/><meta name="description" content="Documentation for LearnAPI.jl."/><meta property="og:description" content="Documentation for LearnAPI.jl."/><meta property="twitter:description" content="Documentation for LearnAPI.jl."/><script data-outdated-warner src="../../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL="../.."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../../assets/documenter.js"></script><script src="../../search_index.js"></script><script src="../../siteinfo.js"></script><script src="../../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-mocha.css" data-theme-name="catppuccin-mocha"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-macchiato.css" data-theme-name="catppuccin-macchiato"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-frappe.css" data-theme-name="catppuccin-frappe"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/catppuccin-latte.css" data-theme-name="catppuccin-latte"/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../../assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><div class="docs-package-name"><span class="docs-autofit"><a href="../../">LearnAPI.jl</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul class="docs-menu"><li><a class="tocitem" href="../../">Home</a></li><li><a class="tocitem" href="../../anatomy_of_an_implementation/">Anatomy of an Implementation</a></li><li><input class="collapse-toggle" id="menuitem-3" type="checkbox"/><label class="tocitem" for="menuitem-3"><span class="docs-label">Reference</span><i class="docs-chevron"></i></label><ul class="collapsed"><li><a class="tocitem" href="../../reference/">Overview</a></li><li><a class="tocitem" href="../../fit_update/">fit/update</a></li><li><a class="tocitem" href="../../predict_transform/">predict/transform</a></li><li><a class="tocitem" href="../../kinds_of_target_proxy/">Kinds of Target Proxy</a></li><li><a class="tocitem" href="../../target_weights_features/">target/weights/features</a></li><li><a class="tocitem" href="../../obs/">obs</a></li><li><a class="tocitem" href="../../accessor_functions/">Accessor Functions</a></li><li><a class="tocitem" href="../../traits/">Learner Traits</a></li></ul></li><li><a class="tocitem" href="../../common_implementation_patterns/">Common Implementation Patterns</a></li><li><a class="tocitem" href="../../testing_an_implementation/">Testing an Implementation</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Classification</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Classification</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/JuliaAI/LearnAPI.jl" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/JuliaAI/LearnAPI.jl/blob/dev/docs/src/patterns/classification.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Classification"><a class="docs-heading-anchor" href="#Classification">Classification</a><a id="Classification-1"></a><a class="docs-heading-anchor-permalink" href="#Classification" title="Permalink"></a></h1><p>See these examples from tests:</p><ul><li><a href="https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/gradient_descent.jl">perceptron classifier</a></li></ul></article><nav class="docs-footer"><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option 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Using Julia version 1.11.1.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>