Fold 1 - Understanding why coefficient -2646669 was selected
Tag: MADE IN USA
Selected Coefficient: -2646669
Taxonomy Path: -2.2.28.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2646669 | 3.000000 | -2.2.28.7 | -7.28.2.2 (-(7*71^3 + 28*71^2 + 2*71 + 2)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 55523 | 3.000000 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| 2036165987 | 3.000000 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (1804229351 + 9*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
These are the training products that have the "MADE IN USA" tag (processing sequence 1627). 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 |
|---|---|---|---|---|---|---|---|
| 5805 | Sniffle Stick for Noses | 2036165987 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 2038812656 | WELLNESS | |
| 8155 | 70's Halter and Skorts - Flannel Green Beige Plaid | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 2702192 | none | |
| 227 | Rock Candy - Women's Skater Skirt | 0 | ALL OVER PRINT | 2646669 | QUARTZ | ||
| 268 | High Waisted Yoga Leggings | -2646669 | LEGGINGS, TROUSERS, ALL OVER PRINT, BOTTOMS | 0 | none |