Fold 3 - Understanding why coefficient 510 was selected
Tag: WOODEN
Selected Coefficient: 510
Taxonomy Path: 12.6
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? |
|---|---|---|---|---|---|
| 510 | 2.000000 | 12.6 | 6.12 (6*83 + 12) | Yes | |
| 13947 | 2.000000 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | No | |
| 25778638 | 2.000000 | 0.0.7.45 | 45.7.0.0 (45*83^3 + 7*83^2) | No |
These are the training products that have the "WOODEN" tag (processing sequence 6324). 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 |
|---|---|---|---|---|---|---|---|
| 3020 | Caliwoods Coconut Wood Cutlery - ON SALE! | 25778638 | CHRISTMAS GIFT IDEAS | 25778128 | none | ||
| 19150 | Elephant from Zimbabwe | 13947 | none | 13437 | none | ||
| 29548 | Personalized Bottle Openers | 510 | none | 0 | none |