Fold 3 - Understanding why coefficient 4663937 was selected
Tag: GOLF
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4663937 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 592563 | 2.000000 | 26.1.3.1 | 1.3.1.26 (571787 + 3*83^2 + 83 + 26) | No |
These are the training products that have the "GOLF" tag (processing sequence 3560). 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 |
|---|---|---|---|---|---|---|---|
| 11973 | Knot At Work Golf Academy Pocket T-Shirt | 4663937 | none | 0 | SHIRTS | ||
| 11989 | The Golf Swing Pocket T-Shirt | 4663937 | none | 0 | SHIRTS | ||
| 33303 | ZZ-2 IT3-MQB Wireless CarPlay and Android Auto Interface | 592563 | none | -4071374 | none |