Fold 3 - Understanding why coefficient 34445 was selected
Tag: STOCKING
Selected Coefficient: 34445
Taxonomy Path: 0.0.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 34445 | 3.000000 | 0.0.5 | 5.0.0 (5*83^2) | Yes | |
| 592629 | 3.000000 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No | |
| 3527335 | 3.000000 | 1.2.14.6 | 6.14.2.1 (6*83^3 + 14*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
| 477415781 | 3.000000 | 30.14.79.4.10 | 10.4.79.14.30 (10*83^4 + 4*83^3 + 79*83^2 + 14*83 + 30) | No |
These are the training products that have the "STOCKING" tag (processing sequence 6757). 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 | 477415781 | TIE ON, DOG BANDANA, HOLLY, TREE | 477381336 | none | ||
| 18185 | Butterfly Snap Hair Clips | 3527335 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 3492890 | none | |
| 18167 | Honey Bee Lollipop | 592629 | none | 558184 | CULINARY | ||
| 18179 | Lavender Bundle Pin | 34445 | BFF | 0 | none |