Fold 3 - Understanding why coefficient -15 was selected
Tag: WOOD
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -15 | 1.000000 | -15 | -15 (-(15)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOOD" tag (processing sequence 1419). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 0 | ALYCIÆNGEL, BRACELET, FESTIVALLIFE | 15 | Luggage & Bags | none | |
| 294 | Farm Sanctuary Intention Bracelet | -15 | GOLD, ALYCIÆNGEL, BRACELET, FESTIVALLIFE | 0 | none |