Fold 4 - Understanding why coefficient 25411681 was selected
Tag: MEN'S CLOTHING
Selected Coefficient: 25411681
Taxonomy Path: 0.0.0.0.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 25411681 | 0.000000 | 0.0.0.0.1 | 1.0.0.0.0 (25411681) | Yes | |
| 0 | 0.000000 | 0 | 0 (0) | No |
These are the training products that have the "MEN'S CLOTHING" tag (processing sequence 1639). 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 |
|---|---|---|---|---|---|---|---|
| 388 | Men's Sleeveless Performance Tee | 25411681 | DTG | 0 | none | ||
| 389 | Men's Sleeveless Performance Tee | 25411681 | DTG | 0 | none | ||
| 387 | Men's Long Sleeve Moisture Absorbing Tee | 0 | DTG | -25411681 | none |