Fold 2 - Understanding why coefficient -14359 was selected
Tag: FREE PEOPLE
Selected Coefficient: -14359
Taxonomy Path: -0.7.2
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? |
|---|---|---|---|---|---|
| -14359 | 1.000000 | -0.7.2 | -2.7.0 (-(2*83^2 + 7*83)) | Yes | |
| 1805002 | 1.000000 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "FREE PEOPLE" tag (processing sequence 4969). 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 |
|---|---|---|---|---|---|---|---|
| 1000 | Lila Cardi | 1805002 | none | 1819361 | none | ||
| 1082 | Wild Heart Mini Slip | -14359 | SLIP ON | 0 | none |