Fold 2 - Understanding why coefficient 1979596 was selected
Tag: VALENTINES DAY
Selected Coefficient: 1979596
Taxonomy Path: 14.15.1.4
Taxonomy Name: Home & Garden > Linens & Bedding > Bedding > Blankets
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? |
|---|---|---|---|---|---|
| 1979596 | 1.000000 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | Yes |
| 6466010 | 1.000000 | 18.4.9.13 | 13.9.4.18 (13*79^3 + 9*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Paper Products > Stationery | No |
These are the training products that have the "VALENTINES DAY" tag (processing sequence 3358). 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 |
|---|---|---|---|---|---|---|---|
| 1504 | CELESTIAL CARD - SATURN | 6466010 | Office Supplies > General Office Supplies > Paper Products > Stationery | none | 4486414 | none | |
| 1520 | CHECK MATE BLANKET | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 0 | BABY |