Fold 0 - Understanding why coefficient 248086 was selected
Tag: BEADS
Selected Coefficient: 248086
Taxonomy Path: 12.15.49
Taxonomy Name: Hardware > Tools > Pliers
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? |
|---|---|---|---|---|---|
| 248086 | 1.000000 | 12.15.49 | 49.15.12 (49*71^2 + 15*71 + 12) | Hardware > Tools > Pliers | Yes |
| 9497332 | 1.000000 | 17.1.38.26 | 26.38.1.17 (26*71^3 + 38*71^2 + 71 + 17) | No |
These are the training products that have the "BEADS" tag (processing sequence 723). 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 |
|---|---|---|---|---|---|---|---|
| 9990 | Homemade Natural Mala Necklace | 9497332 | GREY, YELLOW, BROWN | 9249246 | HEALTH, WELLNESS | ||
| 2159 | Beadalon® Fiber Tip Tweezers | 248086 | Hardware > Tools > Pliers | none | 0 | none |