Fold 2 - Understanding why coefficient -249 was selected
Tag: WE LOVE: YES
Selected Coefficient: -249
Taxonomy Path: -0.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -249 | 0.012048 | -0.3 | -3.0 (-(3*83)) | Yes | |
| 0 | 0.012048 | 0 | 0 (0) | No |
These are the training products that have the "WE LOVE: YES" tag (processing sequence 5073). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 25105 | Black bucket bag | 0 | HANDBAGS | 249 | none | ||
| 25103 | Black Leather Cross Body Bag | -249 | HANDBAGS | 0 | none |