Fold 4 - Understanding why coefficient -3997585 was selected
Tag: SUBLIMATION
Selected Coefficient: -3997585
Taxonomy Path: -1.1.12.11
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? |
|---|---|---|---|---|---|
| -3997585 | 2.000000 | -1.1.12.11 | -11.12.1.1 (-(11*71^3 + 12*71^2 + 71 + 1)) | Yes | |
| 25546 | 2.000000 | 57.4.5 | 5.4.57 (5*71^2 + 4*71 + 57) | No | |
| 3412901 | 2.000000 | 2.2.38.9 | 9.38.2.2 (9*71^3 + 38*71^2 + 2*71 + 2) | No |
These are the training products that have the "SUBLIMATION" tag (processing sequence 2174). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | 3412901 | ALL OVER PRINT, AOP, MADE IN USA | 7410486 | none | ||
| 496 | Colored Witchy Women's Low Top Sneakers | 25546 | ALL OVER PRINT, AOP | 4023131 | none | ||
| 268 | High Waisted Yoga Leggings | -3997585 | LEGGINGS, ALL OVER PRINT, BOTTOMS, MADE IN USA, PANTS | 0 | TROUSERS |