Fold 0 - Understanding why coefficient 253 was selected
Tag: TRAK ZA UŠESA
Selected Coefficient: 253
Taxonomy Path: 4.3
Taxonomy Name: Baby & Toddler > Baby Health
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 253 | 0.036145 | 4.3 | 3.4 (3*83 + 4) | Baby & Toddler > Baby Health | Yes |
| 4 | 0.048193 | 4 | 4 (4) | No | |
| 336 | 0.060241 | 4.4 | 4.4 (4*83 + 4) | Baby & Toddler > Baby Safety | No |
These are the training products that have the "TRAK ZA UŠESA" tag (processing sequence 4651). 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 |
|---|---|---|---|---|---|---|---|
| 22478 | Komplet trakov za ušesa 2+1 GRATIS 444*3 | 336 | Baby & Toddler > Baby Safety | none | 83 | none | |
| 22479 | Komplet trakov za ušesa 2+1 GRATIS 444*4 | 253 | Baby & Toddler > Baby Health | none | 0 | none | |
| 22480 | Komplet trakov za ušesa 2+1 GRATIS 444*5 | 253 | Baby & Toddler > Baby Health | none | 0 | none | |
| 22587 | Komplet trakov za ušesa 2+1 GRATIS 444*23 | 253 | Baby & Toddler > Baby Health | none | 0 | none | |
| 22482 | Komplet trakov za ušesa 2+1 GRATIS 444*7 | 4 | none | -249 | none | ||
| 22584 | Komplet trakov za ušesa 2+1 GRATIS 444*20 | 4 | none | -249 | none |