Fold 2 - Understanding why coefficient 55280 was selected
Tag: WORK DRESS
Selected Coefficient: 55280
Taxonomy Path: 2.2.8
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 55280 | 2.000145 | 2.2.8 | 8.2.2 (8*83^2 + 2*83 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | Yes |
| 1219521 | 2.000145 | 2.2.11.2 | 2.11.2.2 (2*83^3 + 11*83^2 + 2*83 + 2) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "WORK DRESS" tag (processing sequence 4895). 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 |
|---|---|---|---|---|---|---|---|
| 27945 | Nora | 1219521 | CAREER/PROFESSIONAL | 1164241 | none | ||
| 27892 | Chloe Knit Dress | 55280 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | CAREER/PROFESSIONAL | 0 | none | |
| 27903 | Tess Jumpsuit (Nursing Friendly) | 27640 | PUMPING, CAREER/PROFESSIONAL | -27640 | none | ||
| 27907 | Gloria (Nuirsing) | 0 | EVENING DRESS, HOLIDAY DRESS, CAREER/PROFESSIONAL | -55280 | none |