Fold 2 - Understanding why coefficient 241282 was selected
Tag: HIKING
Selected Coefficient: 241282
Taxonomy Path: 1.2.35
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? |
|---|---|---|---|---|---|
| 241282 | 1.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | Yes | |
| 13778 | 2.000000 | 0.0.2 | 2.0.0 (2*83^2) | No |
These are the training products that have the "HIKING" tag (processing sequence 3604). 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 |
|---|---|---|---|---|---|---|---|
| 25547 | Mountain Gradient - Removable Patch | 241282 | none | 0 | none | ||
| 25554 | Queen Of The Mountains - Removable Patch | 241282 | none | 0 | none | ||
| 1478 | Black Gumball Board Shorts | 13778 | ATHLETIC | -227504 | SWIM, WORKOUT, PANTS |