Fold 1 - Understanding why coefficient -4031927 was selected
Tag: DESERT
Selected Coefficient: -4031927
Taxonomy Path: -4.3.14.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4031927 | 0.000000 | -4.3.14.8 | -8.14.3.4 (-(8*79^3 + 14*79^2 + 3*79 + 4)) | Yes |
These are the training products that have the "DESERT" tag (processing sequence 1189). 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 | -4031927 | APPAREL, BFCM, COTTON | 0 | none | ||
| 12595 | Banana Unisex T-shirt White | -4031927 | APPAREL, BFCM, COTTON | 0 | none | ||
| 12596 | Happy Drink Unisex T-shirt Black | -4031927 | APPAREL, BFCM, COTTON | 0 | none | ||
| 12608 | B.S. Snake Unisex T-shirt Black | -4031927 | APPAREL, BFCM, COTTON | 0 | none |