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dev/.buildinfo

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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: 070c72a3091f2ffd0bed9ace6275b078
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config: f3d7c520561ae0f01f04da6002cd6c98
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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dev/_downloads/4f6558a73e0c79834afc005bac34dc13/plot_target_encoder_cross_val.py

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# :class:`TargetEncoder` is a part of a :class:`~sklearn.pipeline.Pipeline` and the
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# pipeline is fitted, the pipeline will correctly call
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# :meth:`TargetEncoder.fit_transform` and pass the encoding along.
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# %%
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# This resets `transform_output` to its default value to avoid impacting other
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# examples when generating the scikit-learn documentation
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sklearn.set_config(transform_output="default")
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dev/_downloads/c3f95dc25241c64632f9c3378fd4e89b/plot_target_encoder_cross_val.ipynb

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"source": [
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"## Conclusion\nThis example demonstrates the importance of :class:`TargetEncoder`'s interval cross\nvalidation. It is important to use :meth:`TargetEncoder.fit_transform` to encode\ntraining data before passing it to a machine learning model. When a\n:class:`TargetEncoder` is a part of a :class:`~sklearn.pipeline.Pipeline` and the\npipeline is fitted, the pipeline will correctly call\n:meth:`TargetEncoder.fit_transform` and pass the encoding along.\n\n"
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]
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"This resets `transform_output` to its default value to avoid impacting other\nexamples when generating the scikit-learn documentation\n\n"
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]
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"outputs": [],
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"source": [
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"sklearn.set_config(transform_output=\"default\")"
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]
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}
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"metadata": {

dev/_downloads/scikit-learn-docs.zip

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