Fold 3 - Understanding why coefficient -986078 was selected
Tag: AZUL
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -986078 | 1.000004 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 986078 | 1.000004 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| -2097056 | 3.000000 | -1.1.20.4 | -4.20.1.1 (-(4*79^3 + 20*79^2 + 79 + 1)) | No |
These are the training products that have the "AZUL" tag (processing sequence 2988). 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 |
|---|---|---|---|---|---|---|---|
| 15562 | CALCINHA Paris Menta | 986078 | CALCINHAGG | 1972156 | none | ||
| 15561 | TOP Paris Bic | 0 | TOPGG | 986078 | none | ||
| 15259 | CALCINHA Monaco Bic | -986078 | CALCINHAP | 0 | none | ||
| 15252 | CALCINHA Maui Menta | -2097056 | CALCINHAM, CALCINHAGG | -1110978 | none |