Open a-n-ermakov opened 5 years ago
Different estimators have different penalty param names, and also have different meanings:
alpha
C
Besides that, plot_stability_path generates different plots for such estimators (shrinking on left or right sides of plot).
plot_stability_path
Using 1/C syntax it's possible to synchronize these meanings and make it more intuitive.
1/C
Different estimators have different penalty param names, and also have different meanings:
alpha
param in Lasso is a regularization strength (for bigger values ofalpha
regularization strength is ascending)C
param in LogisticRegression and SVM is a opposition of regularization strength (for bigger values ofC
regularization strength is descending)Besides that,
plot_stability_path
generates different plots for such estimators (shrinking on left or right sides of plot).Using
1/C
syntax it's possible to synchronize these meanings and make it more intuitive.