Fold 2 - Understanding why coefficient -4663937 was selected
Tag: HEAVYWEIGHT
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4663937 | 1.000147 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -8094659 | 1.000150 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | No | |
| 79988095 | 1.000581 | 82.81.73.56.1 | 1.56.73.81.82 (47458321 + 56*83^3 + 73*83^2 + 81*83 + 82) | No | |
| -16189318 | 5.000000 | -2.2.26.28 | -28.26.2.2 (-(28*83^3 + 26*83^2 + 2*83 + 2)) | No |
These are the training products that have the "HEAVYWEIGHT" tag (processing sequence 4572). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 79988095 | GRAPHIC_PRINT, SWEATSHIRT | 84652032 | GRAPHIC PRINT | ||
| 6745 | Luxury Heavyweight Tee, Black | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6841 | Luxury Heavyweight Tee, Baby Blue | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6847 | Luxury Heavyweight Tee, Heather Grey | -4663937 | SHORT_SLEEVED_FIT, TEES | 0 | none | ||
| 6840 | Grey Oversized Sweatshirt | -8094659 | GRAPHIC_PRINT, SWEATSHIRT | -3430722 | GRAPHIC PRINT, DRESS SHIRT | ||
| 6836 | Cream Oversized Sweatshirt | -16189318 | SHOE, GRAPHIC_PRINT, SWEATSHIRT | -11525381 | GRAPHIC PRINT |