Fold 1 - Understanding why coefficient 21166 was selected
Tag: WEED
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
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? |
|---|---|---|---|---|---|
| 21166 | 1.024096 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 689067 | 1.024096 | 1.2.17.1 | 1.17.2.1 (571787 + 17*83^2 + 2*83 + 1) | No | |
| 4657048 | 1.024096 | 1.1.12.8 | 8.12.1.1 (8*83^3 + 12*83^2 + 83 + 1) | No | |
| 1591 | 3.000000 | 14.19 | 19.14 (19*83 + 14) | Home & Garden > Smoking Accessories | No |
These are the training products that have the "WEED" tag (processing sequence 6765). 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 |
|---|---|---|---|---|---|---|---|
| 30891 | Green Peacock leggings for women | 4657048 | none | 4635882 | none | ||
| 30890 | Hemp Leaves Baseball Cap Camouflage Cap Green Hat | 689067 | none | 667901 | none | ||
| 30843 | Casual Weed Wrap Charm Handmade leather Bracelets | 21166 | none | 0 | none | ||
| 12228 | Pothead Stash Box | 1591 | Home & Garden > Smoking Accessories | none | -19575 | none |