Fold 1 - Understanding why coefficient 12104235 was selected
Tag: NOURISHING
Selected Coefficient: 12104235
Taxonomy Path: 13.3.14.21
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 12104235 | 2.000145 | 13.3.14.21 | 21.14.3.13 (21*83^3 + 14*83^2 + 3*83 + 13) | Yes | |
| 262 | 2.000435 | 13.3 | 3.13 (3*83 + 13) | No | |
| -2363102 | 5.000000 | -9.2.11.4 | -4.11.2.9 (-(4*83^3 + 11*83^2 + 2*83 + 9)) | No | |
| 124177 | 5.000000 | 9.2.18 | 18.2.9 (18*83^2 + 2*83 + 9) | No |
These are the training products that have the "NOURISHING" tag (processing sequence 4625). 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 |
|---|---|---|---|---|---|---|---|
| 3024 | Simple Naked Goat's Milk Shaving Bar with Bentonite Clay | 12104235 | none | 0 | MEN'S | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 12104235 | none | 0 | MEN'S, SCRUB | ||
| 3102 | Global Soap Shaving Soap with Tin | 12104235 | none | 0 | MEN'S, SCRUB | ||
| 3157 | Nutra Organics Vegetable Broth (Organic) | 124177 | none | -11980058 | ALL AGES | ||
| 3103 | Global Soap Coffee Scrub Soap | 262 | none | -12103973 | SCRUB | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -2363102 | FAIR TRADE | -14467337 | CHILDREN'S, SLEEP, CRADLE CAP, NEWBORNS, SKIN INFECTION, BABIES, INFANTS |