Fold 0 - Understanding why coefficient 55611 was selected
Tag: GRADUATION GIFT
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 55611 | 1.012048 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 4037370 | 1.012048 | 1.5.5.7 | 7.5.5.1 (7*83^3 + 5*83^2 + 5*83 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | No |
| 358491 | 2.000000 | 14.3.52 | 52.3.14 (52*83^2 + 3*83 + 14) | No |
These are the training products that have the "GRADUATION GIFT" tag (processing sequence 6200). 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 |
|---|---|---|---|---|---|---|---|
| 17550 | Duke Blue Devils Wallet, Custom Leather Wallet, Personalized leatherette, Duke wallet with strap, Duke Accessories for mom, Graduation Gift | 4037370 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 3981759 | none | |
| 17428 | Graduation Picture Frame, Personalized Photo Frame, High School Graduation Gift, Gift for him, Gift for Grad, Graduation Gift, Class of 2023 | 358491 | none | 302880 | none | ||
| 30226 | Wera Italy Face Mask | 55611 | none | 0 | none |