Fold 2 - Understanding why coefficient -4025525 was selected
Tag: TEENS
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4025525 | 1.012658 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 8613685 | 1.012658 | 78.13.37.17 | 17.37.13.78 (17*79^3 + 37*79^2 + 13*79 + 78) | No | |
| -10023206 | 2.000000 | -2.2.26.20 | -20.26.2.2 (-(20*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "TEENS" tag (processing sequence 2875). 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 |
|---|---|---|---|---|---|---|---|
| 5382 | Airbrush Born in the 80s Shirt Design | 8613685 | DESIGN, PINK, RED, 90S, BABY, BRICKS, COOL, SOCIAL MEDIA, T-SHIRT | 12639210 | none | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -4025525 | DESIGN, BLUE, SPLATTER, COOL, SOCIAL MEDIA, T-SHIRT | 0 | none | ||
| 5342 | Airbrush ZOA Shirt Design | -10023206 | DESIGN, BLUE, COOL, SOCIAL MEDIA, T-SHIRT | -5997681 | none |