Fold 1 - Understanding why coefficient 34070502 was selected
Tag: KITCHEN UTENSIL
Selected Coefficient: 34070502
Taxonomy Path: 14.11.8.69
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Spatulas
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? |
|---|---|---|---|---|---|
| 34070502 | 0.000000 | 14.11.8.69 | 69.8.11.14 (69*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Spatulas | Yes |
These are the training products that have the "KITCHEN UTENSIL" tag (processing sequence 1471). 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 |
|---|---|---|---|---|---|---|---|
| 14989 | Silicone Spatula Set - 4 Pieces | 34070502 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Spatulas | none | 0 | none |