DOC example on feature selection using negative tol values
#26205
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Added the changes. |
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| # attribute. The forward SFS is faster than the backward SFS because it only | |||
| # needs to perform `n_features_to_select = 2` iterations, while the backward | |||
| # SFS needs to perform `n_features - n_features_to_select = 8` iterations. | |||
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| # %% | |||
| # Selecting features using Sequential Feature Selection and negative tolerance values | |||
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This seems like a quite long title. My suggestion is to remove the title Discussion to keep the text as part of the narrative of the Selecting features with Sequential Feature Selection section. The this whole block can become a subsection called Using negative tolerance values or something similar.
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Added the changes |
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Yep, I included the changes using this. Its much better than using the command line :) |
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
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Added the ROC AUC scores. |
Thanks! Now it look really good! Just a final comment on my side, can you please print the |
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Updated the ROC AUC scores to 3 decimal places. |
…learn#26205) Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
…learn#26205) Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
…learn#26205) Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Reference Issues/PRs
Closes #25525
What does this implement/fix? Explain your changes.
Includes an example that demonstrates feature selection using
SequentialFeatureSelectorwith negative values oftol.Any other comments?