Fold 3 - Understanding why coefficient -1351471757749 was selected
Tag: LASER CUT
Selected Coefficient: -1351471757749
Taxonomy Path: -3.2.1.2.8.11.4
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? |
|---|---|---|---|---|---|
| -1351471757749 | 2.000000 | -3.2.1.2.8.11.4 | -4.11.8.2.1.2.3 (-(4*83^6 + 11*83^5 + 8*83^4 + 2*83^3 + 6889 + 2*83 + 3)) | Yes | |
| 344444 | 2.000000 | 77.82.49 | 49.82.77 (49*83^2 + 82*83 + 77) | No | |
| 344713 | 2.000000 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | No |
These are the training products that have the "LASER CUT" tag (processing sequence 3579). 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 | 1351472102462 | WORDS | ||
| 29482 | Anchor Guestbook | 344444 | WEDDING DECOR | 1351472102193 | none | ||
| 29484 | Monogram Cake Topper | -1351471757749 | CAKE TOPPER GLITTER, GOLD GLITTER | 0 | none |