Fold 4 - Understanding why coefficient -4025521 was selected
Tag: CHILDREN
Selected Coefficient: -4025521
Taxonomy Path: -76.0.13.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4025521 | 5.000000 | -76.0.13.8 | -8.13.0.76 (-(8*79^3 + 13*79^2 + 76)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 25216 | 6.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 2040973 | 6.000000 | 8.2.11.4 | 4.11.2.8 (4*79^3 + 11*79^2 + 2*79 + 8) | No | |
| 422509295 | 6.000000 | 73.76.74.66.10 | 10.66.74.76.73 (10*79^4 + 66*79^3 + 74*79^2 + 76*79 + 73) | No |
These are the training products that have the "CHILDREN" tag (processing sequence 978). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 422509295 | SMALL, APPAREL, BABY | 426534816 | none | ||
| 3098 | Global Soap Detox Skin Bar | 2040973 | BABIES, BATHROOM | 6066494 | CLEANSE | ||
| 13592 | Seersucker Traveler Dopp Kit | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 4050737 | none | |
| 9322 | Uncle moishy pesach usb kit | 0 | 30-40 | 4025521 | JEWISH-BOOKS | ||
| 1520 | CHECK MATE BLANKET | 0 | APPAREL, BABY, CERAMIC | 4025521 | VALENTINES DAY | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -4025521 | APPAREL | 0 | none | ||
| 1513 | CHECKERED BABY HOODIE | -4025521 | APPAREL | 0 | none |