Fold 0 - Understanding why coefficient 4 was selected
Tag: LIEWOOD
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
| 75852 | 1.000000 | 24.3.15 | 15.3.24 (15*71^2 + 3*71 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
These are the training products that have the "LIEWOOD" tag (processing sequence 2536). 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 |
|---|---|---|---|---|---|---|---|
| 549 | Liewood Miguel water blaster, golden caramel | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 75848 | none | |
| 553 | Liewood Sunneva solhat 9-12mdr, flora/sea shell | 4 | Baby & Toddler | none | 0 | none |