Fold 1 - Understanding why coefficient 661428 was selected
Tag: RAILS
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 661428 | 1.000145 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 2369900 | 1.000145 | 1.1.12.4 | 4.12.1.1 (4*83^3 + 12*83^2 + 83 + 1) | No | |
| 764847 | 2.000000 | 2.2.28.1 | 1.28.2.2 (571787 + 28*83^2 + 2*83 + 2) | No |
These are the training products that have the "RAILS" tag (processing sequence 6284). 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 |
|---|---|---|---|---|---|---|---|
| 1072 | The Sunset - Distress | 2369900 | none | 1708472 | none | ||
| 1035 | Paige | 764847 | SUMMER OUTFIT | 103419 | none | ||
| 971 | Mara Patchwork | 661428 | none | 0 | none |