Fold 2 - Understanding why coefficient 4001285 was selected
Tag: SCRUB
Selected Coefficient: 4001285
Taxonomy Path: 14.10.9.8
Taxonomy Name: Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 4001285 | 1.000000 | 14.10.9.8 | 8.9.10.14 (8*79^3 + 9*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | Yes |
| 312836365 | 1.000000 | 78.78.39.2.8 | 8.2.39.78.78 (8*79^4 + 2*79^3 + 39*79^2 + 78*79 + 78) | No |
These are the training products that have the "SCRUB" tag (processing sequence 3340). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 312836365 | ANTIOXIDANT, FACE MASK | 308835080 | none | ||
| 3104 | Global Soap Stain Remover Soap | 4001285 | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | none | 0 | LAUNDRY |