Fold 1 - Understanding why coefficient -178533 was selected
Tag: COASTAL
Selected Coefficient: -178533
Taxonomy Path: -0.76.25
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -178533 | 1.012048 | -0.76.25 | -25.76.0 (-(25*83^2 + 76*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| -234489 | 2.000000 | -14.3.34 | -34.3.14 (-(34*83^2 + 3*83 + 14)) | No |
These are the training products that have the "COASTAL" tag (processing sequence 6198). 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 |
|---|---|---|---|---|---|---|---|
| 8352 | Stripe Doormat with Heart | 0 | HAMPTON | 178533 | none | ||
| 8327 | Frame | -178533 | HAMPTON | 0 | none | ||
| 10859 | Ceramic Faux Giant Clamshell Clam Decor Sculpture Bowl 24 CM | -234489 | HER BIRTHDAY, TABLETOP, ENTERTAINING | -55956 | none |