Fold 4 - Understanding why coefficient 193630 was selected
Tag: STOCKING
Selected Coefficient: 193630
Taxonomy Path: 1.2.31
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories
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? |
|---|---|---|---|---|---|
| 193630 | 1.000160 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | Yes |
| 3045767 | 1.000160 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "STOCKING" tag (processing sequence 4137). 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 |
|---|---|---|---|---|---|---|---|
| 18185 | Butterfly Snap Hair Clips | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 2852137 | none | |
| 18179 | Lavender Bundle Pin | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 0 | none | |
| 18167 | Honey Bee Lollipop | 0 | CULINARY | -193630 | none |