Fold 0 - 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: 4
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? |
|---|---|---|---|---|---|
| 25411681 | 0.000198 | 0.0.0.0.1 | 1.0.0.0.0 (25411681) | Yes | |
| 0 | 0.000198 | 0 | 0 (0) | No | |
| -48615404 | 0.000595 | -0.0.59.64.1 | -1.64.59.0.0 (-(25411681 + 64*71^3 + 59*71^2)) | No |
These are the training products that have the "MEN'S CLOTHING" tag (processing sequence 1652). 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 | TANK TOPS | ||
| 389 | Men's Sleeveless Performance Tee | 25411681 | DTG | 0 | none | ||
| 387 | Men's Long Sleeve Moisture Absorbing Tee | 0 | DTG | -25411681 | none | ||
| 386 | Men's Lightweight Fashion Tee | -48615404 | DTG | -74027085 | none |