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# Runtime Experiments
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To reproduce the results in Appendix J:
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- Run the `get_data.ipynb` notebook to download the data from OpenML into a `data` subdirectory.
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- Run `regression-runner.sh`. This script runs a variety of datasets in the `data` subdirectory and saves their runtimes in a new `results` folder.
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- Run the `runtime.ipynb` notebook, producing the tables displayed in Appendix J.

feature_importance/runtime/get_data.ipynb

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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": null,
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"metadata": {},
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"outputs": [
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],
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"source": [
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"# data_ids = [361260, 361259, 361243, 361063, 361062, 361071]\n",
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"# data_ids = [361254]\n",
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"data_ids = [361260, 361254, 361259, 361253, 361243, 361242,\n",
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" 361063, 361069, 361062, 9978, 361071, 43]\n",
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"for id in data_ids:\n",

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