File:3dlassoridge.png
Jump to navigation
Jump to search
Size of this preview: 800 × 400 pixels. Other resolutions: 320 × 160 pixels | 640 × 320 pixels | 1,400 × 700 pixels.
Original file (1,400 × 700 pixels, file size: 217 KB, MIME type: image/png)
Captions
Captions
Visualization of Lasso and Ridge Regression Coefficient Paths for a Three-Feature Model
Summary[edit]
| Description |
English: The figure displays coefficient trajectories in a 3-dimensional space as a function of the regularization strength, α. The left panel represents Lasso Regression, in which the coefficients of some features can shrink exactly to zero. The right panel depicts Ridge Regression, showing smoother, non-zero coefficient transitions. Both trajectories highlight the influence of regularization, and together, differences in regularization, on model parameter estimates. Data was generated with a sample size of n=30 and three predictors. |
| Date | |
| Source | Own work |
| Author | Chamaemelum |
Licensing[edit]
I, the copyright holder of this work, hereby publish it under the following license:
This file is licensed under the Creative Commons Attribution-Share Alike 3.0 Unported license.
- You are free:
- to share – to copy, distribute and transmit the work
- to remix – to adapt the work
- Under the following conditions:
- attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.
File history
Click on a date/time to view the file as it appeared at that time.
| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 23:22, 11 August 2023 | | 1,400 × 700 (217 KB) | Chamaemelum (talk | contribs) | Uploaded own work with UploadWizard |
You cannot overwrite this file.
File usage on Commons
There are no pages that use this file.
