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@felipegonzalez
felipegonzalez committed Nov 22, 2023
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6 changes: 6 additions & 0 deletions 01-introduccion.html
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<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Dimensiones latentes: embeddings</span></span></a>
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6 changes: 6 additions & 0 deletions 06-redes-neuronales-1.html
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12 changes: 9 additions & 3 deletions 08-clasificacion-1.html
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<a href="./16-recom-factorizacion.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Dimensiones latentes: embeddings</span></span></a>
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[1,] 0.34734303
[2,] 1.01705003
[3,] -0.05472931
[4,] -0.02247141
[5,] 0.51263177
[6,] 0.55927491
[4,] -0.02247147
[5,] 0.51263183
[6,] 0.55927497
[7,] 0.45200703

[[2]]
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26 changes: 16 additions & 10 deletions 09-clasificacion-2.html
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<a href="./16-recom-factorizacion.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Dimensiones latentes: embeddings</span></span></a>
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Expand Down Expand Up @@ -734,15 +740,15 @@ <h4 class="unnumbered anchored" data-anchor-id="ejemplo-2">Ejemplo</h4>
.threshold specificity sensitivity
&lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;
1 -Inf 0 1
2 0.00305 0 1
3 0.00346 0.00448 1
4 0.00407 0.00897 1
5 0.00437 0.0135 1
6 0.00476 0.0224 1
7 0.00486 0.0269 1
8 0.00504 0.0314 1
9 0.00512 0.0359 1
10 0.00562 0.0404 1
2 0.00306 0 1
3 0.00347 0.00448 1
4 0.00408 0.00897 1
5 0.00439 0.0135 1
6 0.00478 0.0224 1
7 0.00488 0.0269 1
8 0.00506 0.0314 1
9 0.00514 0.0359 1
10 0.00564 0.0404 1
# ℹ 311 more rows</code></pre>
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<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(roc_tbl, </span>
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modelo .metric .estimator .estimate
&lt;chr&gt; &lt;chr&gt; &lt;chr&gt; &lt;dbl&gt;
1 IMC y edad roc_auc binary 0.761
2 Todas roc_auc binary 0.865</code></pre>
2 Todas roc_auc binary 0.866</code></pre>
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<p>En este ejemplo, vemos que casi no importa qué perfil de especificidad y sensibilidad busquemos: el clasificador que usa todas las variables domina casi siempre al clasificador que sólo utiliza IMC y edad.</p>
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