Fold 3 - Understanding why coefficient -4663937 was selected
Tag: TEENS
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -4663937 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -9327874 | 6.000000 | -2.2.26.16 | -16.26.2.2 (-(16*83^3 + 26*83^2 + 2*83 + 2)) | No | |
| 27640 | 6.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "TEENS" tag (processing sequence 2504). 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 |
|---|---|---|---|---|---|---|---|
| 24698 | LU DRESS WITH COLLAR AND BURNT ORANGE FLORAL | 27640 | none | 4691577 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | -4663937 | LETTERS, T-SHIRT | 0 | BABY | ||
| 5497 | Airbrush Hot Girl Shirt Design | -4663937 | LETTERS, T-SHIRT | 0 | none | ||
| 5342 | Airbrush ZOA Shirt Design | -4663937 | LETTERS, T-SHIRT | 0 | none | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -4663937 | LETTERS, T-SHIRT | 0 | none | ||
| 5500 | Airbrush Taurus Shirt Design | -4663937 | LETTERS, T-SHIRT | 0 | none | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -9327874 | LETTERS, CONCERT, T-SHIRT | -4663937 | HEARTS |