Fold 2 - Understanding why coefficient 17 was selected
Tag: LIFESTYLE
Selected Coefficient: 17
Taxonomy Path: 17
Taxonomy Name: Media
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? |
|---|---|---|---|---|---|
| 17 | 1.000000 | 17 | 17 (17) | Media | Yes |
| 1042 | 1.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 3320). 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 |
|---|---|---|---|---|---|---|---|
| 12210 | Casually Jelly Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 1025 | none | |
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | Media | none | 0 | none |