Fold 4 - Understanding why coefficient -4437351 was selected
Tag: MAGLIERIA
Selected Coefficient: -4437351
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4437351 | 0.012660 | -0.0.0.9 | -9.0.0.0 (-(9*79^3)) | Yes | |
| 0 | 0.012662 | 0 | 0 (0) | No | |
| 998639 | 0.037975 | 0.1.2.2 | 2.2.1.0 (2*79^3 + 2*79^2 + 79) | No |
These are the training products that have the "MAGLIERIA" tag (processing sequence 1973). 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 |
|---|---|---|---|---|---|---|---|
| 6800 | Berretto Unisex | 998639 | ABBIGLIAMENTO SOSTENIBILE | 5435990 | UNICI | ||
| 6730 | Coprispalle Netherfield in seta | 0 | ABBIGLIAMENTO | 4437351 | none | ||
| 6726 | Coprispalle Netherfield in lana | -4437351 | ABBIGLIAMENTO | 0 | none | ||
| 6829 | Cardigan Longbourn | -4437351 | ABBIGLIAMENTO | 0 | none |