Fold 4 - Understanding why coefficient 55611 was selected
Tag: CLUB
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
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? |
|---|---|---|---|---|---|
| 55611 | 1.012048 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 4663937 | 1.012048 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| -4663937 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "CLUB" tag (processing sequence 3529). 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 |
|---|---|---|---|---|---|---|---|
| 18817 | Leave me T-Shirt | 4663937 | none | 4608326 | FUNNY | ||
| 2238 | Crystal Open Circle Necklace | 55611 | none | 0 | none | ||
| 18824 | Pisces Crop Tee | -4663937 | GRAPHIC TEES, T-SHIRT | -4719548 | none |