Fold 2 - Understanding why coefficient -4850107 was selected
Tag: HYPEBEAST
Selected Coefficient: -4850107
Taxonomy Path: -2.3.40.8
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? |
|---|---|---|---|---|---|
| -4850107 | 2.000000 | -2.3.40.8 | -8.40.3.2 (-(8*83^3 + 40*83^2 + 3*83 + 2)) | Yes | |
| 165503 | 2.000000 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| 1172389 | 2.000000 | 14.15.4.2 | 2.4.15.14 (2*83^3 + 4*83^2 + 15*83 + 14) | No |
These are the training products that have the "HYPEBEAST" tag (processing sequence 6239). 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 |
|---|---|---|---|---|---|---|---|
| 27029 | "TOXIC TEMPTRESS" BEACH TOWEL | 1172389 | none | 6022496 | none | ||
| 30444 | AIR GUN 1 LAPEL PIN | 165503 | none | 5015610 | none | ||
| 27060 | SUNSET BLVD SUNBLADES "SILVER TINT" | -4850107 | HIP HOP BLING, TEES, SHADES | 0 | none |