Fold 1 - Understanding why coefficient -358491 was selected
Tag: GRADUATION GIFT
Selected Coefficient: -358491
Taxonomy Path: -14.3.52
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? |
|---|---|---|---|---|---|
| -358491 | 2.000000 | -14.3.52 | -52.3.14 (-(52*83^2 + 3*83 + 14)) | Yes | |
| 358491 | 2.000000 | 14.3.52 | 52.3.14 (52*83^2 + 3*83 + 14) | No | |
| 4037370 | 2.000000 | 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 |
These are the training products that have the "GRADUATION GIFT" tag (processing sequence 6220). 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 | 4395861 | 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 | 716982 | none | ||
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | -358491 | WEDDING GIFTS, GIFTS FOR WOMEN, ANNIVERSARY GIFTS | 0 | TRAVEL MUG, GIFT FOR MOM |