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@kwinkunks
kwinkunks committed Dec 10, 2023
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18 changes: 9 additions & 9 deletions _notebooks/Basic_usage.html
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Expand Up @@ -254,7 +254,7 @@ <h1>🚩 Basic usage<a class="headerlink" href="#basic-usage" title="Link to thi
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&#39;0.4.2rc1&#39;
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Expand Down Expand Up @@ -560,7 +560,7 @@ <h2>Imbalance metrics<a class="headerlink" href="#imbalance-metrics" title="Link
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.lines.Line2D at 0x7f8da2fd35c0&gt;
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Expand Down Expand Up @@ -616,7 +616,7 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Link to this heading">
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Expand Down Expand Up @@ -671,10 +671,10 @@ <h2>Outliers<a class="headerlink" href="#outliers" title="Link to this heading">
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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>
Expand Down Expand Up @@ -715,7 +715,7 @@ <h2>Clipping<a class="headerlink" href="#clipping" title="Link to this heading">
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Expand Down Expand Up @@ -772,7 +772,7 @@ <h2>Distribution shape<a class="headerlink" href="#distribution-shape" title="Li
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Expand Down Expand Up @@ -921,7 +921,7 @@ <h2>Feature importance<a class="headerlink" href="#feature-importance" title="Li
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Expand Down Expand Up @@ -966,7 +966,7 @@ <h2>Feature importance<a class="headerlink" href="#feature-importance" title="Li
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14 changes: 7 additions & 7 deletions _notebooks/Using_redflag_with_Pandas.html
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Expand Up @@ -247,7 +247,7 @@ <h1>🚩 Using <code class="docutils literal notranslate"><span class="pre">redf
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Expand Down Expand Up @@ -443,8 +443,8 @@ <h2>Series accessor<a class="headerlink" href="#series-accessor" title="Link to
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;f1&#39;: 0.24642601013909113,
&#39;roc_auc&#39;: 0.5071664777645397,
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&#39;strategy&#39;: &#39;stratified&#39;,
&#39;task&#39;: &#39;classification&#39;}
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Expand Down Expand Up @@ -476,9 +476,9 @@ <h2>Series accessor<a class="headerlink" href="#series-accessor" title="Link to
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Continuous data suitable for regression
Outliers: [ 141 142 175 532 575 581 583 633 662 757 768 769 773 801
1316 1498 1547 1744 1745 1754 1756 1778 1779 1780 1784 1785 1788 1808
1809 1812 2884 2932 2973 2974 3004 3087 3094 3095 3100 3109]
Outliers: [ 34 35 136 140 141 142 143 145 175 180 181 182 581 633
662 768 769 801 1316 1547 1731 1732 1744 1754 1756 1778 1779 1780
1784 1788 1808 1812 2884 2973 2974 3004 3079 3080 3087 3109]
Correlated: True
Dummy scores:{&#39;mean&#39;: {&#39;mean_squared_error&#39;: 47528.78263092096, &#39;r2&#39;: 0.0}}
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Expand All @@ -498,7 +498,7 @@ <h2>DataFrame accessor<a class="headerlink" href="#dataframe-accessor" title="Li
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