Fold 1 - Understanding why coefficient 744501622 was selected
Tag: EYE CARE
Selected Coefficient: 744501622
Taxonomy Path: 13.3.2.9.19
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 744501622 | 1.000160 | 13.3.2.9.19 | 19.9.2.3.13 (19*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | Yes |
| 125070 | 1.000320 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "EYE CARE" tag (processing sequence 3116). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | ANTI AGING | |
| 10086 | Tightening eye gel (Wholesale) | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 0 | ANTI AGING | |
| 10042 | His Favorites | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -744376552 | RETAIL | |
| 2077 | Argan Oil - Rollerball 100% pure, organic | 0 | FINE LINES & WRINKLES | -744501622 | none |