Fold 0 - Understanding why coefficient -4025525 was selected
Tag: DESERT
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -4025525 | 0.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes |
These are the training products that have the "DESERT" tag (processing sequence 1196). 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 |
|---|---|---|---|---|---|---|---|
| 12385 | B.S. Nihongo Unisex T-shirt White | -4025525 | BFCM, COTTON | 0 | none | ||
| 12595 | Banana Unisex T-shirt White | -4025525 | BFCM, COTTON | 0 | none | ||
| 12596 | Happy Drink Unisex T-shirt Black | -4025525 | BFCM, COTTON | 0 | none | ||
| 12598 | Positive Banana Unisex T-shirt White | -4025525 | BFCM, COTTON | 0 | none | ||
| 12609 | B.S. Snake Unisex T-shirt White | -4025525 | BFCM, COTTON | 0 | none |