Fold 3 - Understanding why coefficient -4360537 was selected
Tag: BRICKS
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4360537 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -5857786 | 3.014085 | -2.2.26.16 | -16.26.2.2 (-(16*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -2969648 | 3.014085 | -2.7.21.8 | -8.21.7.2 (-(8*71^3 + 21*71^2 + 7*71 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRICKS" tag (processing sequence 139). 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 |
|---|---|---|---|---|---|---|---|
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 0 | DESIGN | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | MILLENNIUM TOUR, 2021, 90S | |
| 5395 | Airbrush 90's Green Boombox Shirt Design | -2969648 | DESIGN, BLACK, NECKLACE | 1390889 | YELLOW, NEON GREEN | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | -4360537 | DESIGN, BLUE | 0 | none | ||
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | -4360537 | DESIGN, BLUE | 0 | 2000S, 90S, MILLENNIUM | ||
| 5382 | Airbrush Born in the 80s Shirt Design | -5857786 | DESIGN, BLACK, T-SHIRT | -1497249 | YELLOW, 90S |