Fold 3 - Understanding why coefficient -1143574 was selected
Tag: AZUL BEBE
Selected Coefficient: -1143574
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -1143574 | 4.000005 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | Yes | |
| 0 | 4.000005 | 0 | 0 (0) | No | |
| 13860752 | 7.000000 | 1.1.20.24 | 24.20.1.1 (24*83^3 + 20*83^2 + 83 + 1) | No | |
| -3568586 | 9.000000 | -1.1.20.6 | -6.20.1.1 (-(6*83^3 + 20*83^2 + 83 + 1)) | No |
These are the training products that have the "AZUL BEBE" tag (processing sequence 5533). 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 |
|---|---|---|---|---|---|---|---|
| 15544 | TOP Laguna Sky | 13860752 | none | 15004326 | none | ||
| 15555 | TOP Maui Sky | 13860752 | none | 15004326 | none | ||
| 15559 | TOP Monaco Sky | 13860752 | none | 15004326 | none | ||
| 15546 | TOP Maui Celeste | 0 | TOPGG | 1143574 | none | ||
| 15418 | CALCINHA Monaco Sky | 0 | CALCINHA | 1143574 | none | ||
| 15245 | CALCINHA Maui Celeste | 0 | CALCINHAP | 1143574 | none | ||
| 15423 | CALCINHA Paris Celeste | -1143574 | CALCINHAP | 0 | none | ||
| 15243 | CALCINHA Laguna Sky | -1143574 | CALCINHA | 0 | none | ||
| 15234 | CALCINHA Capri Sky | -1143574 | CALCINHA | 0 | none | ||
| 15414 | CALCINHA Monaco Celeste | -3568586 | CALCINHAM, CALCINHAP, CALCINHAGG, MÔNACO | -2425012 | none |