Fold 4 - Understanding why coefficient 4025521 was selected
Tag: VALENTINES DAY
Selected Coefficient: 4025521
Taxonomy Path: 76.0.13.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 4025521 | 1.000000 | 76.0.13.8 | 8.13.0.76 (8*79^3 + 13*79^2 + 76) | Yes | |
| 8413035 | 1.000000 | 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 |
These are the training products that have the "VALENTINES DAY" tag (processing sequence 3004). 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 | 4387514 | none | |
| 1520 | CHECK MATE BLANKET | 4025521 | APPAREL, BABY, CERAMIC, CHILDREN | 0 | none |