Fold 2 - Understanding why coefficient 589 was selected
Tag: S22
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 589 | 0.000145 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 76368 | 0.000145 | 8.7.11 | 11.7.8 (11*83^2 + 7*83 + 8) | Electronics > Electronics Accessories > Electronics Films & Shields | No |
These are the training products that have the "S22" tag (processing sequence 5042). 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 |
|---|---|---|---|---|---|---|---|
| 24211 | For Samsung Galaxy S23 S22 S21 Ultra Plus Qi PMA Wireless Lens Protect Soft Case | 76368 | Electronics > Electronics Accessories > Electronics Films & Shields | none | 75779 | none | |
| 24210 | For Samsung Galaxy S22 S21 Ultra Plus Soft TPU Edge Hard PC Back Shockproof Case | 589 | none | 0 | none |