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Layne Sadler committed Jan 3, 2022
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10 changes: 5 additions & 5 deletions docs/_build/doctrees/nbsphinx/notebooks/keras_binary_mapk.ipynb
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10 changes: 5 additions & 5 deletions docs/_build/html/_sources/notebooks/keras_binary_mapk.ipynb.txt
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<p>The <code class="docutils literal notranslate"><span class="pre">Experiment.permutation_count</span></code> parameter determines how many times each feature is permuted and run back through the model. The median difference in loss is then compared to the baseline loss of the model.</p>
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<p>In comparison to traditional statistics, the heuristics of deep learning help us quantify the impact of subtle variation within the dataset.</p>
<ul class="simple">
<li><p><em>Box plots</em> appeared nearly identical.</p></li>
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<p>Finally, our model enables us to determine which compounds most strongly fit these patterns based on the probability of their prediction.</p>
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<div class="prompt highlight-none notranslate"><div class="highlight"><pre><span></span>[325]:
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