Fold 2 - Understanding why coefficient 592629 was selected
Tag: CULINARY
Selected Coefficient: 592629
Taxonomy Path: 9.2.3.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 592629 | 0.000290 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | Yes | |
| 682186 | 0.000435 | 9.2.16.1 | 1.16.2.9 (571787 + 16*83^2 + 2*83 + 9) | No | |
| 2321768 | 0.000435 | 9.2.5.4 | 4.5.2.9 (4*83^3 + 5*83^2 + 2*83 + 9) | No |
These are the training products that have the "CULINARY" tag (processing sequence 4721). 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 |
|---|---|---|---|---|---|---|---|
| 18208 | Herbs de Provence Focaccia Bread Mix | 2321768 | none | 1729139 | none | ||
| 18206 | Lavender Spices | 682186 | none | 89557 | none | ||
| 18167 | Honey Bee Lollipop | 592629 | none | 0 | none | ||
| 18188 | Lavender Honey Stir Stick Bouquet | 592629 | none | 0 | none |