Fold 1 - Understanding why coefficient 81213 was selected
Tag: SS22
Selected Coefficient: 81213
Taxonomy Path: 1.1.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops
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? |
|---|---|---|---|---|---|
| 81213 | 1.000160 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | Yes |
| 118659 | 1.000160 | 1.1.19 | 19.1.1 (19*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Suits | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SS22" tag (processing sequence 4061). 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 |
|---|---|---|---|---|---|---|---|
| 8562 | Duck Egg Shawl Lapel Double Breasted Waistcoat | 118659 | Apparel & Accessories > Clothing > Suits | none | 37446 | none | |
| 8587 | Teal Shawl Lapel Double Breasted Waistcoat | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | 0 | none | |
| 9472 | MOLI: KHAKI SUEDE STUDDED SANDALS | 0 | SANDALS | -81213 | none |