Fold 1 - Understanding why coefficient 118659 was selected
Tag: SS22
Selected Coefficient: 118659
Taxonomy Path: 1.1.19
Taxonomy Name: Apparel & Accessories > Clothing > Suits
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? |
|---|---|---|---|---|---|
| 118659 | 1.000160 | 1.1.19 | 19.1.1 (19*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Suits | Yes |
| 81213 | 1.000320 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | No |
| -4025525 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "SS22" tag (processing sequence 2783). 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 | 0 | none | |
| 8565 | Pale Blue Shawl Lapel Double Breasted Waistcoat | 118659 | Apparel & Accessories > Clothing > Suits | none | 0 | none | |
| 8587 | Teal Shawl Lapel Double Breasted Waistcoat | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | -37446 | none | |
| 9472 | MOLI: KHAKI SUEDE STUDDED SANDALS | -4025525 | SANDALS, GREEN | -4144184 | none |