Fold 3 - Understanding why coefficient 4 was selected
Tag: TRAK ZA UŠESA
Selected Coefficient: 4
Taxonomy Path: 4
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? |
|---|---|---|---|---|---|
| 4 | 1.012048 | 4 | 4 (4) | Yes | |
| 253 | 1.012048 | 4.3 | 3.4 (3*83 + 4) | Baby & Toddler > Baby Health | No |
| 27723 | 2.000000 | 1.2.4 | 4.2.1 (4*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | No |
These are the training products that have the "TRAK ZA UŠESA" tag (processing sequence 6315). 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 |
|---|---|---|---|---|---|---|---|
| 22476 | Komplet trakov za ušesa 2+1 GRATIS 444*25 | 27723 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 27719 | none | |
| 22479 | Komplet trakov za ušesa 2+1 GRATIS 444*4 | 253 | Baby & Toddler > Baby Health | none | 249 | none | |
| 22482 | Komplet trakov za ušesa 2+1 GRATIS 444*7 | 4 | none | 0 | none |