Fold 2 - Understanding why coefficient -405200621 was selected
Tag: LIFE
Selected Coefficient: -405200621
Taxonomy Path: -0.0.9.67.15
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? |
|---|---|---|---|---|---|
| -405200621 | 0.000198 | -0.0.9.67.15 | -15.67.9.0.0 (-(15*71^4 + 67*71^3 + 9*71^2)) | Yes | |
| 0 | 0.000198 | 0 | 0 (0) | No |
These are the training products that have the "LIFE" tag (processing sequence 1579). 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 |
|---|---|---|---|---|---|---|---|
| 4308 | Tiger Black Head Men's Tank | 0 | BLACK, TANK | 405200621 | none | ||
| 1479 | Black Gumball Star Bra | -405200621 | GAZZY BY GAZZO | 0 | none |