Fold 4 - Understanding why coefficient 7440298 was selected
Tag: SCRUB
Selected Coefficient: 7440298
Taxonomy Path: 12.2.1.13
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 7440298 | 2.000000 | 12.2.1.13 | 13.1.2.12 (13*83^3 + 6889 + 2*83 + 12) | Yes | |
| 262 | 3.000000 | 13.3 | 3.13 (3*83 + 13) | No | |
| 4637141 | 3.000000 | 14.10.9.8 | 8.9.10.14 (8*83^3 + 9*83^2 + 10*83 + 14) | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | No |
These are the training products that have the "SCRUB" tag (processing sequence 4885). 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! | 7440298 | MEN'S | 0 | SKINCARE | ||
| 3102 | Global Soap Shaving Soap with Tin | 7440298 | MEN'S | 0 | CHRISTMAS GIFT IDEAS, SKINCARE | ||
| 3104 | Global Soap Stain Remover Soap | 4637141 | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | none | -2803157 | BIO-DEGRADABLE | |
| 3103 | Global Soap Coffee Scrub Soap | 262 | none | -7440036 | SKINCARE |