Fold 0 - Understanding why coefficient 63293 was selected
Tag: LAUNDRY
Selected Coefficient: 63293
Taxonomy Path: 14.11.10
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware
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? |
|---|---|---|---|---|---|
| 63293 | 0.012658 | 14.11.10 | 10.11.14 (10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware | Yes |
| 4001285 | 0.012658 | 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 | No |
These are the training products that have the "LAUNDRY" tag (processing sequence 3308). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 4001285 | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | none | 3937992 | SCRUB, SOAP BAR | |
| 3174 | The Green Collective XOXO Tea Towel | 63293 | Home & Garden > Kitchen & Dining > Tableware | none | 0 | none |