Fold 1 - Understanding why coefficient 75863 was selected
Tag: HOT SALE
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 75863 | 1.012048 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 6958057 | 1.024096 | 1.2.14.12 | 12.14.2.1 (12*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HOT SALE" tag (processing sequence 4822). 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 | 6958057 | none | 6882194 | WEAR GO, BEST SELLING | ||
| 10108 | Back Buttons Crop Tank Top Wide Leg Pockets Pants Set | 75863 | none | 0 | none | ||
| 10122 | Turtleneck Sleeveless Crop Top High Waist Maxi Skirt Satin Set | 75863 | none | 0 | none | ||
| 245 | Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair | 0 | SALE COLLECTION | -75863 | BEST SELLING |