Fold 1 - Understanding why coefficient 68731 was selected
Tag: HOT SALE
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 68731 | 1.000000 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 5941341 | 2.000000 | 67.77.3.12 | 12.3.77.67 (12*79^3 + 3*79^2 + 77*79 + 67) | No |
These are the training products that have the "HOT SALE" tag (processing sequence 1702). 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 |
|---|---|---|---|---|---|---|---|
| 253 | Caramel Brown Water Wave Lace Front Human Hair Wig Dark Root Lace Front Ombre Color Wig for Women-Amanda Hair | 5941341 | 13*4 LACE FRONT WIGS | 5872610 | none | ||
| 10108 | Back Buttons Crop Tank Top Wide Leg Pockets Pants Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 10122 | Turtleneck Sleeveless Crop Top High Waist Maxi Skirt Satin Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none |