Fold 4 - Understanding why coefficient -1404305 was selected
Tag: FLAG
Selected Coefficient: -1404305
Taxonomy Path: -1.1.67.2
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? |
|---|---|---|---|---|---|
| -1404305 | 1.000000 | -1.1.67.2 | -2.67.1.1 (-(2*79^3 + 67*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLAG" tag (processing sequence 3187). 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 |
|---|---|---|---|---|---|---|---|
| 11242 | Nomination Classic England Flag Link | 0 | LINK | 1404305 | none | ||
| 11359 | California Republic | -1404305 | DRESS | 0 | none |