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annotate feature_importance.py @ 1:a92f200d296e draft default tip

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planemo upload for repository https://github.com/goeckslab/gleam.git commit b8a4a5989158b1376c1cb9d630fdeca010ea2a8a
author goeckslab
date Fri, 19 Dec 2025 05:12:47 +0000
parents 375c36923da1
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375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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1 """Feature importance visualization utilities."""
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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3 import pandas as pd
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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6 def build_feature_importance_html(predictor, df_train: pd.DataFrame, label_column: str) -> str:
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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7 """Feature importance is not currently available for the MultiModal workflow."""
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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8 return (
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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9 "<p><em>Feature importance visualization is not supported for the current "
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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10 "MultiModal workflow.</em></p>"
375c36923da1 planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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11 )