Fold 1 - Understanding why coefficient 83867441 was selected
Tag: BBQ & GRILL
Selected Coefficient: 83867441
Taxonomy Path: 14.11.8.12.2
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 83867441 | 0.000000 | 14.11.8.12.2 | 2.12.8.11.14 (2*79^4 + 12*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | Yes |
These are the training products that have the "BBQ & GRILL" tag (processing sequence 1465). 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 |
|---|---|---|---|---|---|---|---|
| 15023 | Adjustable Vegetable Steamer Basket | 83867441 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | none | 0 | COFFEE & TEA, KITCHEN TOOLS |