Fold 1 - Understanding why coefficient -3065143 was selected
Tag: REFRAMED
Selected Coefficient: -3065143
Taxonomy Path: -2.3.40.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -3065143 | 2.000000 | -2.3.40.8 | -8.40.3.2 (-(8*71^3 + 40*71^2 + 3*71 + 2)) | Yes | |
| -222786 | 2.000000 | -59.13.44 | -44.13.59 (-(44*71^2 + 13*71 + 59)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "REFRAMED" tag (processing sequence 2496). 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 |
|---|---|---|---|---|---|---|---|
| 9151 | ReFramed Saint Germain | 0 | SUNGLASSES | 3065143 | none | ||
| 9164 | ReFramed Léna | -222786 | CHAMPAGNE, CUSTOM LENSES, SUNGLASSES | 2842357 | none | ||
| 9152 | ReFramed Port Royal | -3065143 | BLACK, CUSTOM LENSES, SUNGLASSES | 0 | none |