Fold 4 - Understanding why coefficient 74873126 was selected
Tag: PALM TREE ART
Selected Coefficient: 74873126
Taxonomy Path: 7.77.67.72.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 74873126 | 1.000000 | 7.77.67.72.1 | 1.72.67.77.7 (38950081 + 72*79^3 + 67*79^2 + 77*79 + 7) | Yes | |
| 78898651 | 1.000000 | 8.78.1.2.2 | 2.2.1.78.8 (2*79^4 + 2*79^3 + 6241 + 78*79 + 8) | No |
These are the training products that have the "PALM TREE ART" tag (processing sequence 2260). 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 |
|---|---|---|---|---|---|---|---|
| 14065 | Le Flower and Le Coconut | 78898651 | PRINT, AUSTRALIAN MADE | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 14067 | Le Coconut | 74873126 | WHITE, PRINT, AUSTRALIAN MADE | 0 | none |