Fold 1 - Understanding why coefficient 10441443 was selected
Tag: NOURISHING
Selected Coefficient: 10441443
Taxonomy Path: 13.3.14.21
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap
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? |
|---|---|---|---|---|---|
| 10441443 | 1.000160 | 13.3.14.21 | 21.14.3.13 (21*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | Yes |
| 250 | 1.000481 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| -2040974 | 4.000000 | -9.2.11.4 | -4.11.2.9 (-(4*79^3 + 11*79^2 + 2*79 + 9)) | No |
These are the training products that have the "NOURISHING" tag (processing sequence 2634). 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 | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | none | |
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | none | |
| 3102 | Global Soap Shaving Soap with Tin | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | none | |
| 3103 | Global Soap Coffee Scrub Soap | 250 | Health & Beauty > Personal Care | none | -10441193 | none | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -2040974 | FAIR TRADE | -12482417 | CRADLE CAP, CHILDREN'S, SKIN INFECTION, BABIES |