Fold 2 - Understanding why coefficient -408038776 was selected
Tag: LIFE
Selected Coefficient: -408038776
Taxonomy Path: -1.1.4.4.16
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? |
|---|---|---|---|---|---|
| -408038776 | 2.000000 | -1.1.4.4.16 | -16.4.4.1.1 (-(16*71^4 + 4*71^3 + 4*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1174625 | 2.000000 | 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 954). 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 | 409213401 | POOL PARTY | |
| 4308 | Tiger Black Head Men's Tank | 0 | TANK | 408038776 | none | ||
| 1478 | Black Gumball Board Shorts | -408038776 | APPAREL, BOTTOMS, GAZZY BY GAZZO | 0 | none |