Fold 0 - Understanding why coefficient 75684 was selected
Tag: STOCKING
Selected Coefficient: 75684
Taxonomy Path: 71.81.10
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? |
|---|---|---|---|---|---|
| 75684 | 2.000000 | 71.81.10 | 10.81.71 (10*83^2 + 81*83 + 71) | Yes | |
| 592629 | 2.000000 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No | |
| 2832221 | 2.000000 | 12.10.79.4 | 4.79.10.12 (4*83^3 + 79*83^2 + 10*83 + 12) | No |
These are the training products that have the "STOCKING" tag (processing sequence 6264). 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 |
|---|---|---|---|---|---|---|---|
| 17636 | Christmas Collage Dog Bandana | 2832221 | TIE ON, DOG BANDANA, HOLLY | 2756537 | TREE | ||
| 18167 | Honey Bee Lollipop | 592629 | none | 516945 | CULINARY | ||
| 18179 | Lavender Bundle Pin | 75684 | BFF | 0 | none |