Fold 1 - Understanding why coefficient -8413035 was selected
Tag: NATURE
Selected Coefficient: -8413035
Taxonomy Path: -9.2.5.17
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? |
|---|---|---|---|---|---|
| -8413035 | 2.000000 | -9.2.5.17 | -17.5.2.9 (-(17*79^3 + 5*79^2 + 2*79 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 121730785 | 2.000000 | 1.1.71.9.3 | 3.9.71.1.1 (3*79^4 + 9*79^3 + 71*79^2 + 79 + 1) | No |
These are the training products that have the "NATURE" tag (processing sequence 2142). 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 |
|---|---|---|---|---|---|---|---|
| 7871 | Roebling Suspension Bridge, Early Morning | 121730785 | BLUE, ORANGE, OIL, HORIZONTAL | 130143820 | none | ||
| 11245 | Nomination Composable Classic Link You And Me Our Story | 0 | LINK | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | |
| 7179 | 1.5" Lumberjack Set | -8413035 | BASE_ROYAL ICING, COLOR_ASSORTED | 0 | none |