Fold 4 - Understanding why coefficient 1030569 was selected
Tag: SAFARI
Selected Coefficient: 1030569
Taxonomy Path: 14.10.7.2
Taxonomy Name: Home & Garden > Household Supplies > Household Paper Products > Paper Napkins
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? |
|---|---|---|---|---|---|
| 1030569 | 0.000000 | 14.10.7.2 | 2.7.10.14 (2*79^3 + 7*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Household Paper Products > Paper Napkins | Yes |
These are the training products that have the "SAFARI" tag (processing sequence 1830). 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 |
|---|---|---|---|---|---|---|---|
| 13104 | Safari Binoculars Shaped Napkins | 24 ct | 1030569 | Home & Garden > Household Supplies > Household Paper Products > Paper Napkins | none | 0 | NAPKINS, ADVENTURE |