Mercurial > repos > goeckslab > multimodal_learner
annotate feature_importance.py @ 0:375c36923da1 draft default tip
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
| author | goeckslab |
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| date | Tue, 09 Dec 2025 23:49:47 +0000 |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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changeset
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1 """Feature importance visualization utilities.""" |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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2 |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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3 import pandas as pd |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
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4 |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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5 |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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changeset
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6 def build_feature_importance_html(predictor, df_train: pd.DataFrame, label_column: str) -> str: |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
diff
changeset
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7 """Feature importance is not currently available for the MultiModal workflow.""" |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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8 return ( |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
diff
changeset
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9 "<p><em>Feature importance visualization is not supported for the current " |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
diff
changeset
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10 "MultiModal workflow.</em></p>" |
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375c36923da1
planemo upload for repository https://github.com/goeckslab/gleam.git commit 1c6c1ad7a1b2bd3645aa0eafa2167784820b52e0
goeckslab
parents:
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changeset
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11 ) |
