Fold 2 - Understanding why coefficient -3221199 was selected
Tag: MAGLIERIA
Selected Coefficient: -3221199
Taxonomy Path: -0.0.0.9
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -3221199 | 0.014087 | -0.0.0.9 | -9.0.0.0 (-(9*71^3)) | Yes | |
| 0 | 0.014087 | 0 | 0 (0) | No | |
| 725975 | 0.028169 | 0.1.2.2 | 2.2.1.0 (2*71^3 + 2*71^2 + 71) | No |
These are the training products that have the "MAGLIERIA" tag (processing sequence 1627). 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 | 725975 | ABBIGLIAMENTO SOSTENIBILE | 3947174 | none | ||
| 6808 | Maglioncino Pemberley | 0 | ABBIGLIAMENTO | 3221199 | none | ||
| 6829 | Cardigan Longbourn | -3221199 | ABBIGLIAMENTO | 0 | none |