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Right now, our displays have a single method .plot (and potentially .set_style). I most cases, it would be great to expose a .frame property returning a dataframe containing all the information allowing to make the plot.
For instance, for the feature importance, it could be a dataframe with the name of the features as row and the importance as column. For the ROC curve, it could be the fpr, tpr, and the associated thresholds.
The text was updated successfully, but these errors were encountered:
glemaitre
changed the title
enh: Add a .frame property to display
enh: Add a .frame property to Displays
Feb 25, 2025
glemaitre
changed the title
enh: Add a .frame property to Displays
enh: Add a .frame() method to Displays
Feb 25, 2025
Actually, I think that we could make it a method such that we can offer the possibility to have name easy to index vs. name to make the rendering nice, in the same spirit of the flat_index.
Right now, our displays have a single method
.plot
(and potentially.set_style
). I most cases, it would be great to expose a.frame
property returning a dataframe containing all the information allowing to make the plot.For instance, for the feature importance, it could be a dataframe with the name of the features as row and the importance as column. For the ROC curve, it could be the fpr, tpr, and the associated thresholds.
The text was updated successfully, but these errors were encountered: