Fold 0 - Understanding why coefficient -4092150 was selected
Tag: GOLF
Selected Coefficient: -4092150
Taxonomy Path: -1.1.13.7
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? |
|---|---|---|---|---|---|
| -4092150 | 1.000000 | -1.1.13.7 | -7.13.1.1 (-(7*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 592563 | 1.000000 | 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 5005). 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 |
|---|---|---|---|---|---|---|---|
| 33303 | ZZ-2 IT3-MQB Wireless CarPlay and Android Auto Interface | 592563 | none | 4684713 | none | ||
| 11989 | The Golf Swing Pocket T-Shirt | -4092150 | SHORT SLEEVE, SHIRTS | 0 | none |