Fold 4 - Understanding why coefficient 8 was selected
Tag: NOT-ON-SALE
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
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? |
|---|---|---|---|---|---|
| 8 | 2.000000 | 8 | 8 (8) | Electronics | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 31680 | 3.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "NOT-ON-SALE" tag (processing sequence 3064). 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 |
|---|---|---|---|---|---|---|---|
| 9249 | Turquoise Wolf Feather Wolf Tag | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 31672 | none | |
| 8377 | Geekvape U Replacement Pods (CRC) | 8 | Electronics | none | 0 | none | |
| 8467 | Uwell Caliburn A2 Pod Kit (CRC) | 8 | Electronics | none | 0 | BCREGS | |
| 8391 | Stainless Steel Pocket Clip | 0 | IGNORE | -8 | BCREGS |