Fold 1 - Understanding why coefficient 138042 was selected
Tag: BFF
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 138042 | 4.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 21166 | 6.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 1150638 | 6.000000 | 9.2.1.2 | 2.1.2.9 (2*83^3 + 6889 + 2*83 + 9) | No |
These are the training products that have the "BFF" tag (processing sequence 5340). 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 |
|---|---|---|---|---|---|---|---|
| 18201 | Lavender Soft Biscotti Trio | 1150638 | none | 1012596 | CULINARY | ||
| 18203 | Spa Set | 138042 | none | 0 | none | ||
| 18183 | Manicure Case | 138042 | none | 0 | none | ||
| 18174 | Aromatherapy Car Vent Clip Set | 138042 | none | 0 | none | ||
| 18199 | Well Wishes Wrap Bracelet | 21166 | none | -116876 | KID | ||
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -138042 | HOME | ||
| 18210 | Scarf | 0 | TEACHER | -138042 | none |