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Forward Feature Group Selection
SequentialFeatureSelector
analysis utilities
Early stopping feature selection
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Forward Feature Group Selection
What are we talking about?
Why?
Example
Dataset
Forward Feature Selection (FFS)
FFS on individual features
FFGS - Forward Feature
Group
Selection
Computational cost
SequentialFeatureSelector
analysis utilities
Dataset
Feature selection
SFS - metrics dataframes
Default
Wide dataframe
Long dataframe
Plotting
Cross-validation accuracies and mean
Cross-validation accuracies as boxplots
Early stopping feature selection
Dataset
Full selection
Custom early stopping function
Example implementation
Useage
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