Fold 3 - Understanding why coefficient -2046091 was selected
Tag: VALENTINES DAY
Selected Coefficient: -2046091
Taxonomy Path: -70.66.11.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2046091 | 1.012658 | -70.66.11.4 | -4.11.66.70 (-(4*79^3 + 11*79^2 + 66*79 + 70)) | Yes | |
| 8413035 | 1.012658 | 9.2.5.17 | 17.5.2.9 (17*79^3 + 5*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
| 6466010 | 2.000000 | 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 4082). 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 |
|---|---|---|---|---|---|---|---|
| 7191 | Burgundy Sugar Crystals | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 10459126 | none | |
| 1504 | CELESTIAL CARD - SATURN | 6466010 | Office Supplies > General Office Supplies > Paper Products > Stationery | none | 8512101 | none | |
| 1520 | CHECK MATE BLANKET | -2046091 | BABY, APPAREL | 0 | none |