Fold 4 - Understanding why coefficient 7926874 was selected
Tag: BBQ & GRILL
Selected Coefficient: 7926874
Taxonomy Path: 14.10.6.16
Taxonomy Name: Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths
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? |
|---|---|---|---|---|---|
| 7926874 | 1.000000 | 14.10.6.16 | 16.6.10.14 (16*79^3 + 6*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | Yes |
| 68045623 | 1.000000 | 0.0.1.59.1 | 1.59.1.0.0 (38950081 + 59*79^3 + 6241) | No |
These are the training products that have the "BBQ & GRILL" tag (processing sequence 3124). 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 | 68045623 | COFFEE & TEA | 60118749 | none | ||
| 15121 | Microfiber Cleaning Cloths - 12 Pack of Highly Absorbent, Soft Microfiber Cloths | 7926874 | Home & Garden > Household Supplies > Household Cleaning Supplies > Shop Towels & General-Purpose Cleaning Cloths | none | 0 | none |