Fold 4 - Understanding why coefficient 27640 was selected
Tag: PRIMAVARA
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 27640 | 1.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 1212548 | 1.000435 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "PRIMAVARA" tag (processing sequence 4048). 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 |
|---|---|---|---|---|---|---|---|
| 10543 | Geaca piele ecologica franjuri | 1212548 | none | 1184908 | none | ||
| 11583 | Rochie corai cu volan | 27640 | none | 0 | none | ||
| 11591 | Rochie rosie clini | 27640 | none | 0 | none | ||
| 11593 | Rochie alba neopren | 27640 | none | 0 | none | ||
| 11658 | Trench albastru, mama si fiica | 0 | LANA | -27640 | none |