Fold 1 - Understanding why coefficient 3514566 was selected
Tag: BRIDAL
Selected Coefficient: 3514566
Taxonomy Path: 14.11.10.7
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Serveware
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? |
|---|---|---|---|---|---|
| 3514566 | 0.000000 | 14.11.10.7 | 7.10.11.14 (7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware | Yes |
These are the training products that have the "BRIDAL" tag (processing sequence 1366). 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 |
|---|---|---|---|---|---|---|---|
| 9822 | ALC Cake Server Set | 3514566 | Home & Garden > Kitchen & Dining > Tableware > Serveware | none | 0 | CLASSIC |