Fold 0 - Understanding why coefficient 344713 was selected
Tag: LASER CUT
Selected Coefficient: 344713
Taxonomy Path: 14.3.50
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? |
|---|---|---|---|---|---|
| 344713 | 1.000000 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LASER CUT" tag (processing sequence 3575). 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 |
|---|---|---|---|---|---|---|---|
| 24371 | Joy | 344713 | none | 0 | none | ||
| 29482 | Anchor Guestbook | 344713 | none | 0 | WEDDING DECOR, WOODEN SIGN | ||
| 29484 | Monogram Cake Topper | 0 | CAKE TOPPER GLITTER | -344713 | none |