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fa-lg" data-mode="light"></i> <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i> <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i> </button> `); </script> <script> document.write(` <button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip"> <i class="fa-solid fa-magnifying-glass fa-lg"></i> </button> `); </script> </div></div> </div> </div> </div> <div id="jb-print-docs-body" class="onlyprint"> <h1>ClassHistogram</h1> <!-- Table of contents --> <div id="print-main-content"> <div id="jb-print-toc"> </div> </div> </div> <div id="searchbox"></div> <article class="bd-article"> <section class="tex2jax_ignore mathjax_ignore" id="classhistogram"> <h1>ClassHistogram<a class="headerlink" href="#classhistogram" title="Permalink to this heading">#</a></h1> <dl class="py class"> <dt class="sig sig-object py" id="interpret.data.ClassHistogram"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">interpret.data.</span></span><span class="sig-name descname"><span class="pre">ClassHistogram</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">feature_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">feature_types</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#interpret.data.ClassHistogram" title="Permalink to this definition">#</a></dt> <dd><p>Provides histogram visualizations for classification problems.</p> <p>Initializes class.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> <dd class="field-odd"><ul class="simple"> <li><p><strong>feature_names</strong> – List of feature names.</p></li> <li><p><strong>feature_types</strong> – List of feature types.</p></li> </ul> </dd> </dl> <dl class="py method"> <dt class="sig sig-object py" id="interpret.data.ClassHistogram.explain_data"> <span class="sig-name descname"><span class="pre">explain_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#interpret.data.ClassHistogram.explain_data" title="Permalink to this definition">#</a></dt> <dd><p>Generates data explanations (exploratory data analysis)</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> <dd class="field-odd"><ul class="simple"> <li><p><strong>X</strong> – Numpy array for X to explain.</p></li> <li><p><strong>y</strong> – Numpy vector for y to explain.</p></li> <li><p><strong>name</strong> – User-defined explanation name.</p></li> </ul> </dd> <dt class="field-even">Returns<span class="colon">:</span></dt> <dd class="field-even"><p>An explanation object.</p> </dd> </dl> </dd></dl> </dd></dl> </section> <script type="text/x-thebe-config"> { requestKernel: true, binderOptions: { repo: "binder-examples/jupyter-stacks-datascience", ref: "master", }, codeMirrorConfig: { theme: "abcdef", mode: "python" }, kernelOptions: { name: "python3", path: "./python/api" }, predefinedOutput: true } </script> <script>kernelName = 'python3'</script> </article> <footer class="prev-next-footer d-print-none"> <div class="prev-next-area"> <a 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