Fold 3 - Understanding why coefficient -1591535 was selected
Tag: HOT SALE
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1591535 | 2.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 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 1705). 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 | 7532876 | none | ||
| 241 | Burgundy Straight 13x4 Lace Front Layered Wig Butterfly Haircut #99J Color Wig | 0 | 13*4 LACE FRONT WIGS | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | STRAIGHT WIGS | |
| 245 | Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair | -1591535 | ORANGE, 13*4 LACE FRONT WIGS | 0 | STRAIGHT WIGS |