Fold 4 - Understanding why coefficient 38950081 was selected
Tag: MEN'S CLOTHING
Selected Coefficient: 38950081
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? |
|---|---|---|---|---|---|
| 38950081 | 0.000160 | 0.0.0.0.1 | 1.0.0.0.0 (38950081) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No | |
| -74867036 | 0.000481 | -0.0.67.72.1 | -1.72.67.0.0 (-(38950081 + 72*79^3 + 67*79^2)) | No |
These are the training products that have the "MEN'S CLOTHING" tag (processing sequence 2028). 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 | 38950081 | DTG | 0 | TANK TOPS | ||
| 389 | Men's Sleeveless Performance Tee | 38950081 | DTG | 0 | none | ||
| 387 | Men's Long Sleeve Moisture Absorbing Tee | 0 | DTG | -38950081 | none | ||
| 12178 | LEI Custom Triblend | -74867036 | DTG | -113817117 | none |