Fold 0 - Understanding why coefficient 74867036 was selected
Tag: SPORTSWEAR
Selected Coefficient: 74867036
Taxonomy Path: 0.0.67.72.1
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? |
|---|---|---|---|---|---|
| 74867036 | 1.000000 | 0.0.67.72.1 | 1.72.67.0.0 (38950081 + 72*79^3 + 67*79^2) | Yes | |
| 113817117 | 1.000000 | 0.0.67.72.2 | 2.72.67.0.0 (2*79^4 + 72*79^3 + 67*79^2) | No | |
| -3551289 | 2.000000 | -2.2.16.7 | -7.16.2.2 (-(7*79^3 + 16*79^2 + 2*79 + 2)) | No |
These are the training products that have the "SPORTSWEAR" tag (processing sequence 2760). 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 | 113817117 | DTG | 38950081 | TANK TOPS | ||
| 385 | Men's Dri-Fit Tee | 74867036 | DTG | 0 | none | ||
| 268 | High Waisted Yoga Leggings | -3551289 | LEGGINGS, AOP CLOTHING, BOTTOMS | -78418325 | none |