Fold 4 - Understanding why coefficient 197278893 was selected
Tag: UNIVERSAL
Selected Coefficient: 197278893
Taxonomy Path: 14.11.10.5.5
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs
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? |
|---|---|---|---|---|---|
| 197278893 | 0.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | Yes |
These are the training products that have the "UNIVERSAL" tag (processing sequence 2980). 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 |
|---|---|---|---|---|---|---|---|
| 11016 | "Mondays Are for Learning" Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 0 | none |