Fold 0 - Understanding why coefficient 979676 was selected
Tag: PALM TREE
Selected Coefficient: 979676
Taxonomy Path: 76.76.77.1
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? |
|---|---|---|---|---|---|
| 979676 | 1.000000 | 76.76.77.1 | 1.77.76.76 (493039 + 77*79^2 + 76*79 + 76) | Yes | |
| 79878327 | 1.000000 | 5.76.0.4.2 | 2.4.0.76.5 (2*79^4 + 4*79^3 + 76*79 + 5) | No |
These are the training products that have the "PALM TREE" tag (processing sequence 2263). 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 |
|---|---|---|---|---|---|---|---|
| 13994 | Walk in the Jungle | 79878327 | PRINT, COCONUT PALM, GREEN AND WHITE | 78898651 | none | ||
| 14019 | Summer Holiday | 979676 | PRINT, COCONUT PALM | 0 | none |