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scienxlab · Oct 2, 2023 · a69a451 · a69a451
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diff --git a/.doctrees/_notebooks/Basic_usage.doctree b/.doctrees/_notebooks/Basic_usage.doctree
diff --git a/.doctrees/_notebooks/Tutorial.doctree b/.doctrees/_notebooks/Tutorial.doctree
diff --git a/.doctrees/_notebooks/Using_redflag_with_Pandas.doctree b/.doctrees/_notebooks/Using_redflag_with_Pandas.doctree
diff --git a/.doctrees/_notebooks/Using_redflag_with_sklearn.doctree b/.doctrees/_notebooks/Using_redflag_with_sklearn.doctree
diff --git a/.doctrees/changelog.doctree b/.doctrees/changelog.doctree
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/_images/1557b39b1c73133bdcd75978996991e5e1328fc308b33089d70f11128663176e.png b/_images/1557b39b1c73133bdcd75978996991e5e1328fc308b33089d70f11128663176e.png
diff --git a/_images/5622393bf97562e4769af6b0391730d3918adbc36846f7770f70ed7d894166ec.png b/_images/5622393bf97562e4769af6b0391730d3918adbc36846f7770f70ed7d894166ec.png
diff --git a/_images/78b326006b369ba59c19b37269b57966149c2078a5c958af7c31e2a866e47b68.png b/_images/78b326006b369ba59c19b37269b57966149c2078a5c958af7c31e2a866e47b68.png
diff --git a/_images/a340233ba17c1e5eb62e85cf1fdb9ebc0367fe61b55cffeb57d41f7c7db84667.png b/_images/a340233ba17c1e5eb62e85cf1fdb9ebc0367fe61b55cffeb57d41f7c7db84667.png
diff --git a/_notebooks/Basic_usage.html b/_notebooks/Basic_usage.html
@@ -241,7 +241,7 @@ <h1>🚩 Basic usage<a class="headerlink" href="#basic-usage" title="Permalink t
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-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&#39;0.4.1rc1&#39;
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@@ -547,7 +547,7 @@ <h2>Imbalance metrics<a class="headerlink" href="#imbalance-metrics" title="Perm
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-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.lines.Line2D at 0x7fc404164a90&gt;
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@@ -566,9 +566,9 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Permalink to this head
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@@ -587,7 +587,7 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Permalink to this head
 <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;Axes: xlabel=&#39;GR&#39;, ylabel=&#39;Density&#39;&gt;
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 <p>By default it uses an <a class="reference external" href="https://scikit-learn.org/stable/modules/outlier_detection.html#isolation-forest"><strong>isolation forest</strong></a> to detect the outliers at the 99% confidence level, but you can also opt to use <strong>local outlier factor</strong>, <strong>elliptic envelope</strong>, or <strong>Mahalanobis distance</strong>, setting the confidence level to choose how many outliers you will see, or (equivalently) setting the <code class="docutils literal notranslate"><span class="pre">threshold</span></code> to the number of standard deviations away from the mean you regard as signal.</p>
@@ -603,7 +603,7 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Permalink to this head
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-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.JointGrid at 0x7fc3c9b15910&gt;
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 <img alt="../_images/fbe902fd7056f82aa6ff7f740256c9ab3e4a526481a6e89669e46c063226410f.png" src="../_images/fbe902fd7056f82aa6ff7f740256c9ab3e4a526481a6e89669e46c063226410f.png" />
@@ -658,10 +658,10 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Permalink to this head
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-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid at 0x7fc3c7a0a050&gt;
+<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid at 0x7fbb0bb9b9d0&gt;
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 <p>This truncated normal distribution has no outliers (there are only about 60, compared to the 100 we expect at this confidence level of 99% on this dataset of 10,000 records).</p>
@@ -702,7 +702,7 @@ <h2>Clipping<a class="headerlink" href="#clipping" title="Permalink to this head
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@@ -759,7 +759,7 @@ <h2>Distribution shape<a class="headerlink" href="#distribution-shape" title="Pe
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@@ -908,7 +908,7 @@ <h2>Feature importance<a class="headerlink" href="#feature-importance" title="Pe
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@@ -935,7 +935,7 @@ <h2>Feature importance<a class="headerlink" href="#feature-importance" title="Pe
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@@ -953,7 +953,7 @@ <h2>Feature importance<a class="headerlink" href="#feature-importance" title="Pe
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