Fold 3 - Understanding why coefficient -2928893 was selected
Tag: HOT SALE
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2928893 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 55523 | 3.000000 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| 4315013 | 3.000000 | 59.69.3.12 | 12.3.69.59 (12*71^3 + 3*71^2 + 69*71 + 59) | No |
These are the training products that have the "HOT SALE" tag (processing sequence 1429). 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 | 4315013 | 13*4 LACE FRONT WIGS | 7243906 | none | ||
| 10122 | Turtleneck Sleeveless Crop Top High Waist Maxi Skirt Satin Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 2984416 | none | |
| 241 | Burgundy Straight 13x4 Lace Front Layered Wig Butterfly Haircut #99J Color Wig | 0 | 13*4 LACE FRONT WIGS | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | STRAIGHT WIGS | |
| 245 | Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair | -2928893 | ORANGE, 13*4 LACE FRONT WIGS | 0 | STRAIGHT WIGS |