Fold 4 - Understanding why coefficient -1351471757749 was selected
Tag: GOLD GLITTER
Selected Coefficient: -1351471757749
Taxonomy Path: -3.2.1.2.8.11.4
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? |
|---|---|---|---|---|---|
| -1351471757749 | 1.000000 | -3.2.1.2.8.11.4 | -4.11.8.2.1.2.3 (-(4*83^6 + 11*83^5 + 8*83^4 + 2*83^3 + 6889 + 2*83 + 3)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GOLD GLITTER" tag (processing sequence 5012). 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 |
|---|---|---|---|---|---|---|---|
| 29484 | Monogram Cake Topper | 0 | CAKE TOPPER GLITTER | 1351471757749 | none | ||
| 6060 | The Gold Diggers - Glitter - Dark Gold Glitter - Tumbler Glitter - Slime Glitter - Resin Glitter | -1351471757749 | GLITTER FOR TUMBLERS, NAIL GLITTER | 0 | none |