Fold 1 - Understanding why coefficient -1701583 was selected
Tag: BLACK FRIDAY DAY
Selected Coefficient: -1701583
Taxonomy Path: -0.0.81.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -1701583 | 3.000147 | -0.0.81.2 | -2.81.0.0 (-(2*83^3 + 81*83^2)) | Yes | |
| 585565 | 3.000147 | 0.0.2.1 | 1.2.0.0 (571787 + 2*83^2) | No | |
| 853078648 | 3.000290 | 0.0.79.80.17 | 17.80.79.0.0 (17*83^4 + 80*83^3 + 79*83^2) | No | |
| 4099039 | 4.000145 | 1.1.14.7 | 7.14.1.1 (7*83^3 + 14*83^2 + 83 + 1) | No | |
| 95495402 | 4.000145 | 1.1.1.1.2 | 2.1.1.1.1 (2*83^4 + 571787 + 6889 + 83 + 1) | No | |
| -9327874 | 5.000000 | -2.2.26.16 | -16.26.2.2 (-(16*83^3 + 26*83^2 + 2*83 + 2)) | No |
These are the training products that have the "BLACK FRIDAY DAY" tag (processing sequence 7059). 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 |
|---|---|---|---|---|---|---|---|
| 26768 | Black check knitted jacket | 853078648 | VD | 854780231 | none | ||
| 26755 | Women's Cut Out Two Piece Activewear Set | 95495402 | none | 97196985 | none | ||
| 20733 | FRENCH TERRY DRAWSTRING WAIST SHORTS | 4099039 | none | 5800622 | none | ||
| 26751 | Seamless Ribbed High Waist Biker Shorts | 585565 | BOTTOMS | 2287148 | none | ||
| 20718 | Pleated Shorts | -1701583 | BOTTOMS | 0 | none | ||
| 26829 | Do Not Disturb My Peace T-Shirt | -9327874 | GRAPHIC TEE, T-SHIRT, SHORT SLEEVE | -7626291 | none |