Fold 4 - Understanding why coefficient -405200621 was selected
Tag: LIFE
Selected Coefficient: -405200621
Taxonomy Path: -0.0.9.67.15
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -405200621 | 2.000198 | -0.0.9.67.15 | -15.67.9.0.0 (-(15*71^4 + 67*71^3 + 9*71^2)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| -408784844 | 3.000000 | -1.1.10.6.16 | -16.6.10.1.1 (-(16*71^4 + 6*71^3 + 10*71^2 + 71 + 1)) | No | |
| 1174625 | 3.000000 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
These are the training products that have the "LIFE" tag (processing sequence 1563). 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 |
|---|---|---|---|---|---|---|---|
| 3919 | Parrot Love Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 406375246 | TRUNKS | |
| 4301 | Sprigs Men's Bomber Jacket | 0 | JACKET | 405200621 | none | ||
| 1479 | Black Gumball Star Bra | -405200621 | GAZZY BY GAZZO | 0 | none | ||
| 1478 | Black Gumball Board Shorts | -408784844 | BOTTOMS, GAZZY BY GAZZO | -3584223 | PANTS, SWIM |