Fold 0 - Understanding why coefficient 8 was selected
Tag: TRENDING
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 8 | 1.000000 | 8 | 8 (8) | Electronics | Yes |
| 574252 | 1.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "TRENDING" tag (processing sequence 3379). 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 |
|---|---|---|---|---|---|---|---|
| 74 | Peach Sequins Crop Top | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 574244 | CROP TOP | |
| 7587 | Fitbit Inspire 3 | 8 | Electronics | none | 0 | none |