Fold 3 - Understanding why coefficient -6596897 was selected
Tag: LIFE
Selected Coefficient: -6596897
Taxonomy Path: -2.2.30.13
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -6596897 | 2.000000 | -2.2.30.13 | -13.30.2.2 (-(13*79^3 + 30*79^2 + 2*79 + 2)) | Yes | |
| -1098496 | 2.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIFE" tag (processing sequence 4043). 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 |
|---|---|---|---|---|---|---|---|
| 4308 | Tiger Black Head Men's Tank | 0 | TANK | 6596897 | none | ||
| 1479 | Black Gumball Star Bra | -1098496 | SPORTS BRA, ATHLETIC | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | GAZZY BY GAZZO | |
| 1478 | Black Gumball Board Shorts | -6596897 | 90'S, ATHLETIC, SWIM, PANTS, APPAREL | 0 | GAZZY BY GAZZO, BOTTOMS |