Fold 0 - Understanding why coefficient 75863 was selected
Tag: HOT SALE
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 75863 | 1.000000 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 138304 | 1.000000 | 26.6.20 | 20.6.26 (20*83^2 + 6*83 + 26) | No |
These are the training products that have the "HOT SALE" tag (processing sequence 5015). 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 |
|---|---|---|---|---|---|---|---|
| 241 | Burgundy Straight 13x4 Lace Front Layered Wig Butterfly Haircut #99J Color Wig | 138304 | HD TRANSPARENT WIG | 62441 | BEST SELLING | ||
| 10108 | Back Buttons Crop Tank Top Wide Leg Pockets Pants Set | 75863 | none | 0 | none |