Fold 3 - Understanding why coefficient 125070 was selected
Tag: EYE CARE
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 125070 | 1.000320 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 744501622 | 1.000320 | 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 | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "EYE CARE" tag (processing sequence 3694). 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 | 744376552 | REDNESS | |
| 10086 | Tightening eye gel (Wholesale) | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 744376552 | none | |
| 10042 | His Favorites | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | OILY SKIN, RETAIL | |
| 10044 | Complete Eye Care | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | RETAIL | |
| 2077 | Argan Oil - Rollerball 100% pure, organic | 0 | DRYNESS | -125070 | BREAKOUTS/BLEMISHES |