Fold 3 - Understanding why coefficient 10441443 was selected
Tag: SCRUB
Selected Coefficient: 10441443
Taxonomy Path: 13.3.14.21
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap
Products with this tag: 3
Unique residual values tried: 2
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 | 0.000160 | 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 | 0.000320 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "SCRUB" tag (processing sequence 2468). 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 |
|---|---|---|---|---|---|---|---|
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | ANTIOXIDANT, NOURISHING, CLEANSE, COFFEE | |
| 3102 | Global Soap Shaving Soap with Tin | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | NOURISHING, CLEANSE | |
| 3103 | Global Soap Coffee Scrub Soap | 250 | Health & Beauty > Personal Care | none | -10441193 | ANTIOXIDANT, NOURISHING, CLEANSE, COFFEE |