Fold 2 - Understanding why coefficient 41999 was selected
Tag: FLIP FLOPS
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 41999 | 1.000145 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 62666 | 1.000290 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | No | |
| 8071352350 | 3.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*83^5 + 4*83^4 + 6*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FLIP FLOPS" tag (processing sequence 4739). 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 |
|---|---|---|---|---|---|---|---|
| 12639 | Flip Flops Applique DE040 | 8071352350 | none | 8071310351 | none | ||
| 32000 | Lonestar Shoes | 62666 | none | 20667 | none | ||
| 9435 | Scalene Fuchsia Sandal | 41999 | none | 0 | none | ||
| 9515 | Dalia Sage Sandal | 41999 | none | 0 | none |